{"cells":[{"metadata":{},"cell_type":"markdown","source":"# Continuing with DICOM\n> Further understanding DICOM and using fastai to work with DICOM\n\n- toc:true\n- branch: master\n- badges: true\n- comments: true\n- author: Mohamed Arshath\n- categories: [DICOM, medical images, fastai]"},{"metadata":{},"cell_type":"markdown","source":"In this blog, we will largely use Jeremy Howard's series of [notebooks](https://www.kaggle.com/jhoward/notebooks) on Kaggle to understand DICOM and to learn how to use fastai.medical to work with DICOM files. I would highly encourage going through Jeremy's blogs. Here, I will be merely be blogging as I learn and practice his notebooks. \n\nThere are five notebooks in this series. In this blog, we will go through the first four notebooks. \n1. [Creating a metadata DataFrame](https://www.kaggle.com/jhoward/creating-a-metadata-dataframe-fastai) - In this notebook, we will learn how to create a DataFrame from DICOM metadata\n\n2. [Some DICOM gotchas to be aware of](https://www.kaggle.com/jhoward/some-dicom-gotchas-to-be-aware-of-fastai) - Here, we will learn some things to watch out for when working with DICOM like signed data being used as if it were unsigned\n\n3. [Don't see like a radiologist](https://www.kaggle.com/jhoward/don-t-see-like-a-radiologist-fastai) - Radiologists, as we will learn below, use windowing to observe different area of interest such as brain, subdural because humans are limited in their ability to distinguish different contrast levels. This human limitations does not affect macines. In this notebook, we will learn how we can prepare (normalize) our images to help our model learn better. \n\n4. [Cleaning the data for rapid prototyping](https://www.kaggle.com/jhoward/cleaning-the-data-for-rapid-prototyping-fastai) - We will put our learnings into action by preparing a prototyping dataset. We will clean the data and then make a smaller set of smaller JPEG images for prototyping. \n\n5. [From prototyping to submission](https://www.kaggle.com/jhoward/from-prototyping-to-submission-fastai) - In this final notebook, we will learn to use our prototype dataset in building a classifier then learn to use full scale dataset to train our classifier. *not covered in this blog*"},{"metadata":{},"cell_type":"markdown","source":"# Importing "},{"metadata":{"trusted":true},"cell_type":"code","source":"from fastai.basics import *\nfrom fastai.vision.all import *\nfrom fastai.medical.imaging import *\nimport seaborn as sns","execution_count":1,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"# Creating a metadata dataframe"},{"metadata":{},"cell_type":"markdown","source":"The [first notebook](https://www.kaggle.com/jhoward/creating-a-metadata-dataframe-fastai) show us how to make a dataframe from `dcm` files. "},{"metadata":{"trusted":true},"cell_type":"code","source":"path_dest = Path('./')","execution_count":2,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"path = Path('../input/rsna-intracranial-hemorrhage-detection/rsna-intracranial-hemorrhage-detection')","execution_count":3,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"path_trn = path/'stage_2_train'\nfns_trn = path_trn.ls()","execution_count":4,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"path_tst = path/'stage_2_test'\nfns_tst = path_tst.ls()","execution_count":5,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"fn = fns_trn[0]\ndcm = fn.dcmread()\ndcm","execution_count":6,"outputs":[{"output_type":"execute_result","execution_count":6,"data":{"text/plain":"Dataset.file_meta -------------------------------\n(0002, 0002) Media Storage SOP Class UID UI: CT Image Storage\n(0002, 0003) Media Storage SOP Instance UID UI: 10000000300633\n(0002, 0010) Transfer Syntax UID UI: Implicit VR Little Endian\n(0002, 0012) Implementation Class UID UI: 1.2.3.4\n(0002, 0013) Implementation Version Name SH: 'RSNA Challenge 2019'\n-------------------------------------------------\n(0008, 0018) SOP Instance UID UI: ID_27a354d42\n(0008, 0060) Modality CS: 'CT'\n(0010, 0020) Patient ID LO: 'ID_907f00d7'\n(0020, 000d) Study Instance UID UI: ID_f69dbbd67a\n(0020, 000e) Series Instance UID UI: ID_8408ebcd9f\n(0020, 0010) Study ID SH: ''\n(0020, 0032) Image Position (Patient) DS: [-125, -18, 111.900024]\n(0020, 0037) Image Orientation (Patient) DS: [1, 0, 0, 0, 1, 0]\n(0028, 0002) Samples per Pixel US: 1\n(0028, 0004) Photometric Interpretation CS: 'MONOCHROME2'\n(0028, 0010) Rows US: 512\n(0028, 0011) Columns US: 512\n(0028, 0030) Pixel Spacing DS: [0.48828125, 0.48828125]\n(0028, 0100) Bits Allocated US: 16\n(0028, 0101) Bits Stored US: 12\n(0028, 0102) High Bit US: 11\n(0028, 0103) Pixel Representation US: 0\n(0028, 1050) Window Center DS: [00036, 00036]\n(0028, 1051) Window Width DS: [00080, 00080]\n(0028, 1052) Rescale Intercept DS: \"-1024.0\"\n(0028, 1053) Rescale Slope DS: \"1.0\"\n(7fe0, 0010) Pixel Data OW: Array of 524288 elements"},"metadata":{}}]},{"metadata":{},"cell_type":"markdown","source":"Looking at an example `dcm` file we can see that we have seen and cover most of the data elements in our previous blog except `Window Center`, `Window Width`, `Rescale Intercept` and ` Rescale Slope`. We will focus on them.\n\n`(0028, 1050) Window Center` and \n`(0028, 1051) Window Width` \nThe grayscale values of a CT is made up of a range of pixel values. Since they are either 12-bit or 16-bit, the range of possible values are 0-4096 (for 12-bit) and 0-65536 (for 16-bit). This is in comparison to a normal 8-bit images whose values range between 0-255. The larger the range, larger is the levels of contrast. Our human eyes are merely good at contrasting 100 levels of contrast. A 12-bit image would therefore provide 4096 contrast levels which could be difficult for humans to differentiate. Hence, in CTs, it is normal to choose a range of value to observe. The midlevel of the range is the `Window Center` and the range is `Window Level`. We can also think of varying `Window Center` as varying the brighness and varying the `Window Level` as varying the contrast. \n\nfastai provides the `Window Level` and `Window Center` for observing different area of interest. Let's take a look at few"},{"metadata":{"trusted":true},"cell_type":"code","source":"dicom_windows","execution_count":7,"outputs":[{"output_type":"execute_result","execution_count":7,"data":{"text/plain":"namespace(brain=(80, 40),\n subdural=(254, 100),\n stroke=(8, 32),\n brain_bone=(2800, 600),\n brain_soft=(375, 40),\n lungs=(1500, -600),\n mediastinum=(350, 50),\n abdomen_soft=(400, 50),\n liver=(150, 30),\n spine_soft=(250, 50),\n spine_bone=(1800, 400))"},"metadata":{}}]},{"metadata":{"trusted":true},"cell_type":"code","source":"dicom_windows.brain","execution_count":8,"outputs":[{"output_type":"execute_result","execution_count":8,"data":{"text/plain":"(80, 40)"},"metadata":{}}]},{"metadata":{"trusted":true},"cell_type":"code","source":"dicom_windows.subdural","execution_count":9,"outputs":[{"output_type":"execute_result","execution_count":9,"data":{"text/plain":"(254, 100)"},"metadata":{}}]},{"metadata":{},"cell_type":"markdown","source":"Let's use fastai functionality to see some of these images under different windowing.\n\n>Note: We will learn about normalized windowing later in the blog"},{"metadata":{"trusted":true},"cell_type":"code","source":"scales = False, True, dicom_windows.brain, dicom_windows.subdural\ntitles = 'raw','normalized','brain windowed','subdural windowed'\nfor s,a,t in zip(scales, subplots(2,2,imsize=5)[1].flat, titles):\n dcm.show(scale=s, ax=a, title=t)","execution_count":10,"outputs":[{"output_type":"display_data","data":{"text/plain":"
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\n"},"metadata":{"needs_background":"light"}}]},{"metadata":{},"cell_type":"markdown","source":"`Rescale Intercept` and `Rescale Slope`\nNow, let's move to understanding `Rescale Intercept` and `Rescale Slope`. The concept is pretty simple. DICOM uses linear transformation to save pixel values when stored on disk and when it is moved to memory. \n\n`y = mx + c`\n\n`m` is the `Rescale Slope` and `c` is the `Rescale Intercept`. \n\nWhy is this linear transformation needed? \nCT scans are meaured in Hounsfield Units which can be negative and they are stored as `unsigned integers` format which goes from `0` and above. Hence, a linear transformation is needed to shift the range of values. \n"},{"metadata":{},"cell_type":"markdown","source":"Now that we have understood some of the important data elements. Let's prepare the dataframes so it would be easier to work with. fastai/pydicom provides really easy way to convert DICOM to dataframe. "},{"metadata":{},"cell_type":"markdown","source":"> Note: Preparing these dataframes from DICOM takes really long. When I ran it on Kaggle, it took about 8 hours to make df_trn and df_tst below."},{"metadata":{"trusted":true},"cell_type":"code","source":"def save_lbls():\n path_lbls = path/'stage_2_train.csv'\n lbls = pd.read_csv(path_lbls)\n lbls[[\"ID\",\"htype\"]] = lbls.ID.str.rsplit(\"_\", n=1, expand=True)\n lbls.drop_duplicates(['ID','htype'], inplace=True)\n pvt = lbls.pivot('ID', 'htype', 'Label')\n pvt.reset_index(inplace=True) \n pvt.to_feather('labels.fth')","execution_count":11,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"#save_lbls()","execution_count":12,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"#df_lbls = pd.read_feather('labels.fth').set_index('ID')\n#df_lbls.head(8)","execution_count":13,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"#df_lbls.mean()","execution_count":14,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"#%time df_tst = pd.DataFrame.from_dicoms(fns_tst, px_summ=True)\n#df_tst.to_feather('df_tst.fth')\n#df_tst.head()","execution_count":15,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"#%time df_trn = pd.DataFrame.from_dicoms(fns_trn, px_summ=True)\n#df_trn.to_feather('df_trn.fth')","execution_count":16,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"# Some DICOM gotchas to be aware of"},{"metadata":{},"cell_type":"markdown","source":"From here, we will work on Jeremy's \"[Some DICOM gotchas to be aware of](https://www.kaggle.com/jhoward/some-dicom-gotchas-to-be-aware-of-fastai)\"."},{"metadata":{"trusted":true},"cell_type":"code","source":"path_df = Path('../input/dataframes')\npath_df.ls()","execution_count":17,"outputs":[{"output_type":"execute_result","execution_count":17,"data":{"text/plain":"(#3) [Path('../input/dataframes/df_tst.fth'),Path('../input/dataframes/labels.fth'),Path('../input/dataframes/df_trn.fth')]"},"metadata":{}}]},{"metadata":{"trusted":true},"cell_type":"code","source":"df_lbls = pd.read_feather(path_df/'labels.fth')\ndf_tst = pd.read_feather(path_df/'df_tst.fth')\ndf_trn = pd.read_feather(path_df/'df_trn.fth')","execution_count":18,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"We merge the `df_lbls` dataframe with `df_trn`."},{"metadata":{"trusted":true},"cell_type":"code","source":"comb = df_trn.join(df_lbls.set_index('ID'), 'SOPInstanceUID')\nassert not len(comb[comb['any'].isna()])","execution_count":19,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"comb.head(10)","execution_count":20,"outputs":[{"output_type":"execute_result","execution_count":20,"data":{"text/plain":" SOPInstanceUID Modality PatientID StudyInstanceUID SeriesInstanceUID \\\n0 ID_27a354d42 CT ID_907f00d7 ID_f69dbbd67a ID_8408ebcd9f \n1 ID_9ef779a18 CT ID_8bca9b69 ID_ed4776c4b6 ID_073c18243c \n2 ID_5bed38bf6 CT ID_b501522f ID_906af9ca62 ID_719a4e6a78 \n3 ID_286599272 CT ID_7ba59d14 ID_9f39f65610 ID_b55ce168f2 \n4 ID_bba76cea8 CT ID_32c07778 ID_f9641021e5 ID_e04ed2ad5c \n5 ID_a917377cd CT ID_e4488e09 ID_f13c83c8ae ID_91366e3a6e \n6 ID_7723b03a6 CT ID_a329da04 ID_cd9053516e ID_37b71d633c \n7 ID_dbb1cc814 CT ID_afd8ebfe ID_55af39ec1b ID_eb25c44049 \n8 ID_4b08fe185 CT ID_6338c4f1 ID_a3b607ba3f ID_468e9dedde \n9 ID_8192d735e CT ID_b4a5aa19 ID_3f35938aea ID_1ff3a48327 \n\n StudyID ImagePositionPatient ImageOrientationPatient SamplesPerPixel \\\n0 -125.000000 1.0 1 \n1 -125.000000 1.0 1 \n2 -125.000000 1.0 1 \n3 -137.500000 1.0 1 \n4 -122.000000 1.0 1 \n5 -107.800003 1.0 1 \n6 -125.000000 1.0 1 \n7 -107.000000 1.0 1 \n8 -125.000000 1.0 1 \n9 -132.000000 1.0 1 \n\n PhotometricInterpretation ... img_max img_mean img_std \\\n0 MONOCHROME2 ... 2671 454.914642 616.514427 \n1 MONOCHROME2 ... 2778 -330.188461 1415.697408 \n2 MONOCHROME2 ... 2687 -128.333286 678.065725 \n3 MONOCHROME2 ... 2568 396.514767 528.022874 \n4 MONOCHROME2 ... 2413 521.192650 568.400446 \n5 MONOCHROME2 ... 2756 -90.590172 1140.209042 \n6 MONOCHROME2 ... 2732 -308.353733 949.515538 \n7 MONOCHROME2 ... 2374 448.588409 488.864187 \n8 MONOCHROME2 ... 3082 66.582775 1203.552054 \n9 MONOCHROME2 ... 2612 471.477554 578.011862 \n\n img_pct_window any epidural intraparenchymal intraventricular \\\n0 0.149364 0 0 0 0 \n1 0.266693 1 0 1 0 \n2 0.004173 0 0 0 0 \n3 0.107368 0 0 0 0 \n4 0.263206 0 0 0 0 \n5 0.115768 0 0 0 0 \n6 0.008362 0 0 0 0 \n7 0.126221 0 0 0 0 \n8 0.235271 0 0 0 0 \n9 0.277931 0 0 0 0 \n\n subarachnoid subdural \n0 0 0 \n1 1 1 \n2 0 0 \n3 0 0 \n4 0 0 \n5 0 0 \n6 0 0 \n7 0 0 \n8 0 0 \n9 0 0 \n\n[10 rows x 48 columns]","text/html":"
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
SOPInstanceUIDModalityPatientIDStudyInstanceUIDSeriesInstanceUIDStudyIDImagePositionPatientImageOrientationPatientSamplesPerPixelPhotometricInterpretation...img_maximg_meanimg_stdimg_pct_windowanyepiduralintraparenchymalintraventricularsubarachnoidsubdural
0ID_27a354d42CTID_907f00d7ID_f69dbbd67aID_8408ebcd9f-125.0000001.01MONOCHROME2...2671454.914642616.5144270.149364000000
1ID_9ef779a18CTID_8bca9b69ID_ed4776c4b6ID_073c18243c-125.0000001.01MONOCHROME2...2778-330.1884611415.6974080.266693101011
2ID_5bed38bf6CTID_b501522fID_906af9ca62ID_719a4e6a78-125.0000001.01MONOCHROME2...2687-128.333286678.0657250.004173000000
3ID_286599272CTID_7ba59d14ID_9f39f65610ID_b55ce168f2-137.5000001.01MONOCHROME2...2568396.514767528.0228740.107368000000
4ID_bba76cea8CTID_32c07778ID_f9641021e5ID_e04ed2ad5c-122.0000001.01MONOCHROME2...2413521.192650568.4004460.263206000000
5ID_a917377cdCTID_e4488e09ID_f13c83c8aeID_91366e3a6e-107.8000031.01MONOCHROME2...2756-90.5901721140.2090420.115768000000
6ID_7723b03a6CTID_a329da04ID_cd9053516eID_37b71d633c-125.0000001.01MONOCHROME2...2732-308.353733949.5155380.008362000000
7ID_dbb1cc814CTID_afd8ebfeID_55af39ec1bID_eb25c44049-107.0000001.01MONOCHROME2...2374448.588409488.8641870.126221000000
8ID_4b08fe185CTID_6338c4f1ID_a3b607ba3fID_468e9dedde-125.0000001.01MONOCHROME2...308266.5827751203.5520540.235271000000
9ID_8192d735eCTID_b4a5aa19ID_3f35938aeaID_1ff3a48327-132.0000001.01MONOCHROME2...2612471.477554578.0118620.277931000000
\n

10 rows × 48 columns

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"},"metadata":{}}]},{"metadata":{},"cell_type":"markdown","source":"## Looking at BitsStored and PixelRepresentation"},{"metadata":{},"cell_type":"markdown","source":"**Recap**\n\n`BitsStored` - Tells whether the data is stored in 12 or 16 bits\n\n`PixelRepresentation` - Tells if the data it is signed or unsigned data. Signed data can have negative pixels while unsigned starts from 0 and above."},{"metadata":{"trusted":true},"cell_type":"code","source":"repr_flds = ['BitsStored','PixelRepresentation']\ncomb.pivot_table(values=['img_mean','img_max','img_min','PatientID','any'], index=repr_flds,\n aggfunc={'img_mean':'mean','img_max':'max','img_min':'min','PatientID':'count','any':'mean'})","execution_count":21,"outputs":[{"output_type":"execute_result","execution_count":21,"data":{"text/plain":" PatientID any img_max img_mean \\\nBitsStored PixelRepresentation \n12 0 333443 0.128409 4095 451.058719 \n 1 2312 0.335640 2047 -639.495079 \n16 1 417048 0.154275 32767 41.121570 \n\n img_min \nBitsStored PixelRepresentation \n12 0 0 \n 1 -2048 \n16 1 -32768 ","text/html":"
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
PatientIDanyimg_maximg_meanimg_min
BitsStoredPixelRepresentation
1203334430.1284094095451.0587190
123120.3356402047-639.495079-2048
1614170480.1542753276741.121570-32768
\n
"},"metadata":{}}]},{"metadata":{},"cell_type":"markdown","source":"We can see that that when `PixelRepresentation` is 1, meaning the data type is signed, `img_min` can take negative values. Largely, we will be working with unsigned 12-bit data and signed 16-bit data. "},{"metadata":{},"cell_type":"markdown","source":"As we saw earlier `RescaleIntercept` and `RescaleSlope` tell us how to scale our data. Let's take a look."},{"metadata":{"trusted":true},"cell_type":"code","source":"comb.pivot_table(values=['WindowCenter','WindowWidth', 'RescaleIntercept', 'RescaleSlope'], index=repr_flds,\n aggfunc={'mean','max','min','std','median'})","execution_count":22,"outputs":[{"output_type":"execute_result","execution_count":22,"data":{"text/plain":" RescaleIntercept \\\n max mean median min \nBitsStored PixelRepresentation \n12 0 1.0 -1023.141245 -1024.0 -1024.0 \n 1 0.0 0.000000 0.0 0.0 \n16 1 0.0 -1016.754254 -1024.0 -1024.0 \n\n RescaleSlope \\\n std max mean median min std \nBitsStored PixelRepresentation \n12 0 19.947663 1.0 1.0 1.0 1.0 0.0 \n 1 0.000000 1.0 1.0 1.0 1.0 0.0 \n16 1 85.832168 1.0 1.0 1.0 1.0 0.0 \n\n WindowCenter \\\n max mean median min \nBitsStored PixelRepresentation \n12 0 650.0 37.940949 36.0 25.0 \n 1 350.0 48.775952 40.0 40.0 \n16 1 800.0 33.426668 30.0 25.0 \n\n WindowWidth \\\n std max mean median \nBitsStored PixelRepresentation \n12 0 19.130654 4095.0 85.132092 80.0 \n 1 47.549496 4000.0 179.653979 80.0 \n16 1 19.091547 3000.0 100.568292 80.0 \n\n \n min std \nBitsStored PixelRepresentation \n12 0 26.0 127.766167 \n 1 80.0 603.265211 \n16 1 60.0 95.569248 ","text/html":"
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
RescaleInterceptRescaleSlopeWindowCenterWindowWidth
maxmeanmedianminstdmaxmeanmedianminstdmaxmeanmedianminstdmaxmeanmedianminstd
BitsStoredPixelRepresentation
1201.0-1023.141245-1024.0-1024.019.9476631.01.01.01.00.0650.037.94094936.025.019.1306544095.085.13209280.026.0127.766167
10.00.0000000.00.00.0000001.01.01.01.00.0350.048.77595240.040.047.5494964000.0179.65397980.080.0603.265211
1610.0-1016.754254-1024.0-1024.085.8321681.01.01.01.00.0800.033.42666830.025.019.0915473000.0100.56829280.060.095.569248
\n
"},"metadata":{}}]},{"metadata":{},"cell_type":"markdown","source":"Firstly, we know that CT scans are measured in Hounsfield Units (HU) which takes both negative and positive values. HU measures the radiodensity (how much radiation is absorbed) by differnt materials such as air, fats, bones. Some radiodensity values of different materials are Air -100 HU; Fat -120 to -90 HU; Bone (Cortical) +500 to +1900\n\nBased on this, we expect the mean `RescaleIntercept` for `PixelRepresentation` 0 to be around -1,024 but in our case there seem to be some with `RescaleIntercept` not equlas to -1,024.\n\nThe issue here could be that some of the images were `signed` data but were treated as `unsigned`. Later we will look at how to deal with them. \n\nNow, lets take a look `scaled_px` function that fastai provides to easliy scale pixels based on their `RescaleIntercept` and `RescaleSlope`"},{"metadata":{"trusted":true},"cell_type":"code","source":"dcm = path_trn.ls(1)[0].dcmread()","execution_count":23,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"dcm.pixels","execution_count":24,"outputs":[{"output_type":"execute_result","execution_count":24,"data":{"text/plain":"tensor([[24., 22., 22., ..., 21., 17., 17.],\n [25., 25., 23., ..., 21., 20., 18.],\n [26., 27., 25., ..., 21., 20., 21.],\n ...,\n [17., 18., 19., ..., 19., 19., 20.],\n [23., 22., 21., ..., 20., 21., 21.],\n [22., 21., 20., ..., 20., 20., 20.]])"},"metadata":{}}]},{"metadata":{"trusted":true},"cell_type":"code","source":"plt.hist(dcm.pixels.flatten().numpy());","execution_count":25,"outputs":[{"output_type":"display_data","data":{"text/plain":"
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\n"},"metadata":{"needs_background":"light"}}]},{"metadata":{"trusted":true},"cell_type":"code","source":"dcm.scaled_px","execution_count":26,"outputs":[{"output_type":"execute_result","execution_count":26,"data":{"text/plain":"tensor([[-1000., -1002., -1002., ..., -1003., -1007., -1007.],\n [ -999., -999., -1001., ..., -1003., -1004., -1006.],\n [ -998., -997., -999., ..., -1003., -1004., -1003.],\n ...,\n [-1007., -1006., -1005., ..., -1005., -1005., -1004.],\n [-1001., -1002., -1003., ..., -1004., -1003., -1003.],\n [-1002., -1003., -1004., ..., -1004., -1004., -1004.]])"},"metadata":{}}]},{"metadata":{"trusted":true},"cell_type":"code","source":"plt.hist(dcm.scaled_px.flatten().numpy());","execution_count":27,"outputs":[{"output_type":"display_data","data":{"text/plain":"
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\n"},"metadata":{"needs_background":"light"}}]},{"metadata":{},"cell_type":"markdown","source":"# DON'T see like a radiologist!"},{"metadata":{},"cell_type":"markdown","source":"Next, we will work on Jeremy's \"[DON'T see like a radiologist!](https://www.kaggle.com/jhoward/don-t-see-like-a-radiologist-fastai)\" notebook.\n\nIn this notebook, Jeremy's presents an idea as to how to help our model see better. We have seen earlier `windowing` is used to help radiologists to vary contrast and brightness to observe difffernt areas of interests such as the brain and the subdural. The reason for `windowing` is humans are only able to contrast about 100 levels of contrast gradient but a 16-bit CT has 2^16 (65,536) levels of contrast gradient. This is beyond a human's ability to distinguish hence windowning is used but this is not a problem for computer. \n\nLet's see an image without `windowing` vs `brain_window`.\n"},{"metadata":{"trusted":true},"cell_type":"code","source":"fname = path_trn.ls(10)[0]\n_, axes = plt.subplots(1, 2, figsize=(10,8))\ndcm = fname.dcmread()\n\nfor ax, name, window in zip(axes.flat, ['no windowing', 'brain wondow'], [None, dicom_windows.brain]):\n dcm.show(scale=window, ctx=ax, title=name)","execution_count":28,"outputs":[{"output_type":"display_data","data":{"text/plain":"
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\n"},"metadata":{"needs_background":"light"}}]},{"metadata":{},"cell_type":"markdown","source":"This limitations of number of contrast gradient is not at all an issue for computer but we do have to rescale to help our models. Let's take a look at Jeremy's proposal. Let's see the rescaling."},{"metadata":{"trusted":true},"cell_type":"code","source":"px = dcm.scaled_px.flatten()\nsns.histplot(px)","execution_count":29,"outputs":[{"output_type":"execute_result","execution_count":29,"data":{"text/plain":""},"metadata":{}},{"output_type":"display_data","data":{"text/plain":"
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\n"},"metadata":{"needs_background":"light"}}]},{"metadata":{},"cell_type":"markdown","source":"We see a highly bimodal distribution. Background pixels are around -1000, and the brain tissue pixels are around 0. The proposal is to use non-linear mapping designed to give us an equal number of pixels in each range. Let's see how that is done. "},{"metadata":{"trusted":true},"cell_type":"code","source":"bins = px.freqhist_bins(20)\nsns.histplot(dcm.scaled_px.flatten(), bins=bins)","execution_count":30,"outputs":[{"output_type":"execute_result","execution_count":30,"data":{"text/plain":""},"metadata":{}},{"output_type":"display_data","data":{"text/plain":"
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\n"},"metadata":{"needs_background":"light"}}]},{"metadata":{},"cell_type":"markdown","source":"'fastai.medical.imaging' can apply that non-linear mapping for you. In fact, this is the default way of displaying a DICOM in fastai. This is the normalized windowing we saw earlier. "},{"metadata":{"trusted":true},"cell_type":"code","source":"plt.imshow(dcm.hist_scaled(), cmap=plt.cm.bone);","execution_count":31,"outputs":[{"output_type":"display_data","data":{"text/plain":"
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\n"},"metadata":{"needs_background":"light"}}]},{"metadata":{"trusted":true},"cell_type":"code","source":"dcm.show()","execution_count":32,"outputs":[{"output_type":"display_data","data":{"text/plain":"
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\n"},"metadata":{"needs_background":"light"}}]},{"metadata":{},"cell_type":"markdown","source":"## Creating a normalised dataset"},{"metadata":{},"cell_type":"markdown","source":"Now that we know how to scale our dcm, let's take a look at preparing our dataset. Because the non-linear mapping we used varies from image to image, we will need to create a mapping that is appropriate for a wide range of images.\n\nWe will create a mapping for three different groups of images we saw earlier."},{"metadata":{"trusted":true},"cell_type":"code","source":"df1 = comb.query('(BitsStored==12) & (PixelRepresentation==0)')\ndf2 = comb.query('(BitsStored==12) & (PixelRepresentation==1)')\ndf3 = comb.query('BitsStored==16')\ndfs = L(df1,df2,df3)","execution_count":33,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"To create the bins\n1. we will grab a random image with each label (`htypes`) and one with no labels for all the three groups above\n2. then we will read the dcm\n3. put them into a tensor\n4. get the bins from this set of images\n5. use the bins in `hist_scaled_px` to get the scaled float tensor, which we can pass to our model"},{"metadata":{"trusted":true},"cell_type":"code","source":"htypes = 'any','epidural','intraparenchymal','intraventricular','subarachnoid','subdural'\n\ndef get_samples(df):\n recs = [df.query(f'{c}==1').sample() for c in htypes]\n recs.append(df.query('any==0').sample())\n return pd.concat(recs).fname.values\n\nsample_fns = concat(*dfs.map(get_samples))","execution_count":34,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"sample_dcms = L(Path(o).dcmread() for o in sample_fns)\nsamples = torch.stack(tuple(sample_dcms.attrgot('scaled_px')))\nsamples.shape","execution_count":35,"outputs":[{"output_type":"execute_result","execution_count":35,"data":{"text/plain":"torch.Size([21, 512, 512])"},"metadata":{}}]},{"metadata":{"trusted":true},"cell_type":"code","source":"bins = samples.freqhist_bins()\nplt.plot(bins, torch.linspace(0,1,len(bins)));","execution_count":36,"outputs":[{"output_type":"display_data","data":{"text/plain":"
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JJE3hUFukTSs+1dfO57r3L50hq+telqnUsuoaBAl8jZfriXh36wg6uX1/Hd+66lvESX5Us46KRaiZQ33x7gvqe207Kwgv/zqTaFuYSKAl0iI5lK89CWHaTTzpP3bmBRVWnQJYkUlIZcJDIe+8eD7Dhyiv+16SqWL64MuhyRglMPXSLhwPEzPPrL19n43qXcobNZJKQU6BIJ/+OF1ygvLuIrf9QadCkis0aBLqG3p7Ofn+3s4jM3rGLxgrKgyxGZNQp0Cb3NvzrIgrJi7vvg6qBLEZlVCnQJta6+Iba2d/Gv37dMl/RL6CnQJdT+30tvknbnng+sDLoUkVmXV6Cb2a1mtt/MDpjZw+dZ731mljKzPy5ciSIzk047T796lA9d2sCyRTpNUcJvykA3sxjwGHAb0ApsMrN3nCqQXe8bwHOFLlJkJn57qJfOvmHuuqo56FJE5kQ+PfQNwAF3f8Pd48AWYOMk630B+CFwvID1iczYT3d2Ulka45bWxqBLEZkT+QR6M3AkZ7ojO2+MmTUDdwGbz/eNzOx+M9tuZtt7enqmW6tI3tJp5+d7uvmDSxuoKNX9WiQa8gn0yR7b4hOm/wr4krunzveN3P1xd29z97aGhoY8SxSZvvajfRw/PcLNrRcFXYrInMnnXi4dwLKc6Ragc8I6bcCW7CO76oHbzSzp7n9fiCJFpmvb4V4AbrikPuBKROZOPoG+DVhjZquAo8DdwMdzV3D3VaPvzexJ4KcKcwnSzo4+mmrLWVJTHnQpInNmykB396SZPUjm7JUY8IS77zazB7LLzztuLhKEXUf7WN9cG3QZInMqr9vnuvtWYOuEeZMGubvf8+7LEpm5eDLNm72D3L6+KehSROaUrhSV0Hmrd4BU2lndoOeESrQo0CV0Dp8YBNCDnyVyFOgSOkdOZgJ9uS73l4hRoEvodJwcoqIkxmI9M1QiRoEuoXOsf5im2nKy10WIRIYCXULneP8wS2r0ZCKJHgW6hE7nqWGaaiuCLkNkzinQJVQSqTRdfUMsq1OgS/Qo0CVUOk8NkXZo0RkuEkEKdAmVI71DACyrU6BL9CjQJVTGzkFfrECX6FGgS6gcPTlErMho1F0WJYIU6BIqx/qHWVJdRqxI56BL9CjQJVS6s4EuEkUKdAmVt8/EaVCgS0Qp0CVUTg7GqavUPVwkmhToEhruTu9AnDrdlEsiSoEuoTGUSDGSTKuHLpGlQJfQ6B2IA7CoqiTgSkSCoUCX0OgfSgJQW6FAl2hSoEtoDMQzgV5Vltezz0VCR4EuoXFmRIEu0aZAl9A4M5wJ9GoFukSUAl1CY0A9dIk4BbqExmA8BUBlaSzgSkSCoUCX0Iin0gCUFmu3lmjSni+hEU9mAr0kpt1aokl7voRGIpXGDIp161yJKAW6hEY8maY0VoSZAl2iSYEuoRFPZQJdJKry2vvN7FYz229mB8zs4UmWf8LMdmZfvzGzKwtfqsj5xZNpHRCVSJty7zezGPAYcBvQCmwys9YJqx0C/sDdrwC+Bjxe6EJFphJPpnVAVCItn71/A3DA3d9w9ziwBdiYu4K7/8bdT2YnXwJaClumyNQSKfXQJdry2fubgSM50x3ZeefyWeDZyRaY2f1mtt3Mtvf09ORfpUge4gp0ibh89v7JThnwSVc0+zCZQP/SZMvd/XF3b3P3toaGhvyrFMmDhlwk6vK56UUHsCxnugXonLiSmV0BfAe4zd3fLkx5IvmLp1w9dIm0fPb+bcAaM1tlZqXA3cAzuSuY2XLgR8An3f21wpcpMrV4MkWZeugSYVP20N09aWYPAs8BMeAJd99tZg9kl28GvgIsBv46e1FH0t3bZq9skXdKpJyKEt2YS6Irr/uMuvtWYOuEeZtz3t8H3FfY0kSmJ55MU1OuW+dKdOnvUwkNHRSVqNPeL6Gh89Al6rT3S2iM6NJ/iTjt/RIaujmXRJ32fgkNDblI1Gnvl9AYvR+6SFRp75fQUA9dok57v4RCOu0kUq7TFiXStPdLKMRTmQdEq4cuUaa9X0IhMRro6qFLhGnvl1CIJ9VDF9HeL6GQSGVu0a9AlyjT3i+hMNpD10FRiTLt/RIK8VQKgJLYZA/YEokGBbqEQjyZGXIp05CLRJj2fgkFnbYookCXkBg7yyWmJxZJdCnQJRRGz0PXGLpEmQJdQkHnoYso0CUkRhToIgp0CQdd+i+iQJeQGEpkzkMvL9FBUYkuBbqEwsBIEoCqsuKAKxEJjgJdQuHM8Gigq4cu0aVAl1DoOTNCTXkxZcUKdIkuBbqEQnf/MI215UGXIRIoBbqEwuvdZ1i+qCroMkQCpUCXea+rb4g3Tgxw3epFQZciEiidEiCzyt0ZSaYZTqQYSqQYiqcYTqQZSqQYGZ2XGJ83HE+Nr5udPzz6ueTo58fXH0qkGMye4fKBi+sD/m1FgqVAj6hkKs1wMp0TkDmBO9n8ieE6Ni8nXLOhOxzPWT+Zwn369ZXEjPKSGOUlMSpKYpSXFGW/xlhYWUpFSYyK0sz88pIYLXWVXNZUXfiGEplHFOgXmGRqvOc5FD/7ayZMx5cP587PDdd47vQkPeBkauyRbdM1FqTFRZSXxsZCtqIkRl1l6VnBmwnc8TAenV+e8z0qSiefX6wrPkWmLa9AN7Nbgf8JxIDvuPufT1hu2eW3A4PAPe7+aoFrDZS7E0+lGc4J1MF48pwhm1meGuvRTrZ8ssCeSdCO9mZzw7U8G4x1VaUszQ3M3IAtjVE2cV7J+LzRHvDo9y0rLiKzqUXkQjRloJtZDHgMuBnoALaZ2TPuvidntduANdnXtcC3s1/nRDqdGafNDcrhbKDmTk8Mz9HlE0N2+ByBnJ5Bp3Y0GMdCM/t+QVkxS6rLcoIzNhaoFaXjnxkN57OWqTcrIpPIp4e+ATjg7m8AmNkWYCOQG+gbgafc3YGXzGyhmTW5e1ehC35x/3G+9tM9DCfSDMaTY8MJ01VknBWmlTlBOdqrHQ3TyomhOyFUKydMj/V0i4soKlKPVkTmRj6B3gwcyZnu4J2978nWaQbOCnQzux+4H2D58uXTrRWAmooS1jXVnNVjHe/dFlFZWjyhR1s0tryytDgb0kWUxjR8ICLhkk+gT5Z6Ewcf8lkHd38ceBygra1tRkflrl5ex9Ufr5vJR0VEQi2fwdcOYFnOdAvQOYN1RERkFuUT6NuANWa2ysxKgbuBZyas8wzwKcu4DuibjfFzERE5tymHXNw9aWYPAs+ROW3xCXffbWYPZJdvBraSOWXxAJnTFu+dvZJFRGQyeZ2H7u5byYR27rzNOe8d+HxhSxMRkenQCcwiIiGhQBcRCQkFuohISCjQRURCwnwm9zYtxA826wHefJffph44UYBy5ju1wzi1RYbaYVzY2mKFuzdMtiCwQC8EM9vu7m1B1xE0tcM4tUWG2mFclNpCQy4iIiGhQBcRCYn5HuiPB13ABULtME5tkaF2GBeZtpjXY+giIjJuvvfQRUQkS4EuIhISF2ygm9nXzGynme0ws+fNbGnOsi+b2QEz229mH8mZf42ZtWeXPZp9eDVmVmZmP8jO/62ZrQzgV5oxM/umme3LtsfTZrYwZ1lk2sLMPmZmu80sbWZtE5ZFph2mYma3ZtvhgJk9HHQ9hWZmT5jZcTPblTNvkZn93Mxez36ty1k2rX1jXnP3C/IF1OS8/3fA5uz7VuD3QBmwCjgIxLLLXgbeT+YJSs8Ct2Xnfy7n83cDPwj695tmW9wCFGfffwP4RhTbArgMWAu8CLTlzI9UO0zRRrHs778aKM22S2vQdRX4d/wQcDWwK2feXwAPZ98//G7+jczn1wXbQ3f3/pzJKsYfabcR2OLuI+5+iMw92DeYWROZ/wT+2TNb6yngozmf+Zvs+78DbppP/xu7+/PunsxOvkTmiVAQsbZw973uvn+SRZFqhymMPdTd3ePA6EPdQ8Pdfw30Tpiduz3/hrO383T3jXnrgg10ADP7upkdAT4BfCU7+1wPpG7Ovp84/6zPZIOxD1g8e5XPqs+Q6U2A2mKU2mHcudoi7C7y7FPSsl+XZOfPZN+Yt/J6wMVsMbMXgMZJFj3i7j9290eAR8zsy8CDwFc59wOpz/eg6rweYh2kqdoiu84jQBL47ujHJll/XrdFPu0w2ccmmTev2+FdCOvvNVMz2TfmrUAD3d3/ZZ6rfg/4GZlAP9cDqTsYH4rInU/OZzrMrBio5Z1/sgVqqrYws08DfwTclP0TEULYFtPYJ3KFrh3ehag+sL3bzJrcvSs7nHI8O38m+8a8dcEOuZjZmpzJO4F92ffPAHdnz1JYBawBXs7+mXXazK7LjoV+Cvhxzmc+nX3/x8Avc0LxgmdmtwJfAu5098GcRZFri3NQO4zL56HuYZS7PT/N2dt5uvvG/BX0UdlzvYAfAruAncBPgOacZY+QOVq9n5wj00Bb9jMHgW8xfiVsOfC3ZA6IvAysDvr3m2ZbHCAzDrgj+9ocxbYA7iLTsxoBuoHnotgOebTT7cBr2d/5kaDrmYXf7/tAF5DI7g+fJXP84xfA69mvi2a6b8znly79FxEJiQt2yEVERKZHgS4iEhIKdBGRkFCgi4iEhAJdRCQkFOgiIiGhQBcRCYn/D/MdShsN8UQgAAAAAElFTkSuQmCC\n"},"metadata":{"needs_background":"light"}}]},{"metadata":{"trusted":true},"cell_type":"code","source":"dcm.show(bins)","execution_count":37,"outputs":[{"output_type":"display_data","data":{"text/plain":"
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\n"},"metadata":{"needs_background":"light"}}]},{"metadata":{"trusted":true},"cell_type":"code","source":"dcm.hist_scaled(bins), dcm.hist_scaled(bins).shape ","execution_count":38,"outputs":[{"output_type":"execute_result","execution_count":38,"data":{"text/plain":"(tensor([[0.1558, 0.1299, 0.1299, ..., 0.1169, 0.0649, 0.0649],\n [0.1688, 0.1688, 0.1429, ..., 0.1169, 0.1039, 0.0779],\n [0.1818, 0.1948, 0.1688, ..., 0.1169, 0.1039, 0.1169],\n ...,\n [0.0649, 0.0779, 0.0909, ..., 0.0909, 0.0909, 0.1039],\n [0.1429, 0.1299, 0.1169, ..., 0.1039, 0.1169, 0.1169],\n [0.1299, 0.1169, 0.1039, ..., 0.1039, 0.1039, 0.1039]]),\n torch.Size([512, 512]))"},"metadata":{}}]},{"metadata":{},"cell_type":"markdown","source":"Since the non-linear mapping results in a almost uniform distribution between 0 and 1, we wont have a mean and std of 0 and 1."},{"metadata":{"trusted":true},"cell_type":"code","source":"scaled_samples = torch.stack(tuple(o.hist_scaled(bins) for o in sample_dcms))\nscaled_samples.mean(),scaled_samples.std()","execution_count":39,"outputs":[{"output_type":"execute_result","execution_count":39,"data":{"text/plain":"(tensor(0.4080), tensor(0.2989))"},"metadata":{}}]},{"metadata":{},"cell_type":"markdown","source":"# Cleaning the data for rapid prototyping"},{"metadata":{},"cell_type":"markdown","source":"In this [notebook](https://www.kaggle.com/jhoward/cleaning-the-data-for-rapid-prototyping-fastai), we learn \n1. how to fix images with incorrect `RescaleIntercept`\n2. removing images with minimal useful information\n3. make a smaller dataset that we can use for prototyping\n4. crop images to just contain the brain area\n5. carry out histogram rescaling and save it as JPEG\n\nThe idea, apart from fixing incorrect images, is to create a dataset for rapid prototyping."},{"metadata":{},"cell_type":"markdown","source":"## Fixing incorrect RescaleIntercept"},{"metadata":{},"cell_type":"markdown","source":"The problematic images were found in our df1."},{"metadata":{"trusted":true},"cell_type":"code","source":"df1 = comb.query('(BitsStored==12) & (PixelRepresentation==0)')","execution_count":40,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"def df2dcm(df): return L(Path(o).dcmread() for o in df.fname.values)","execution_count":41,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"df_iffy = df1[df1.RescaleIntercept>-100]\ndcms = df2dcm(df_iffy)\n\n_,axs = subplots(2,4, imsize=3)\nfor i,ax in enumerate(axs.flat): dcms[i].show(ax=ax)","execution_count":42,"outputs":[{"output_type":"display_data","data":{"text/plain":"
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\n"},"metadata":{"needs_background":"light"}}]},{"metadata":{},"cell_type":"markdown","source":"That does not look good at all."},{"metadata":{"trusted":true},"cell_type":"code","source":"dcm = dcms[2]\nd = dcm.pixel_array\nplt.hist(d.flatten());","execution_count":43,"outputs":[{"output_type":"display_data","data":{"text/plain":"
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\n"},"metadata":{"needs_background":"light"}}]},{"metadata":{},"cell_type":"markdown","source":"As explained previously, the mode for unsigned data appears around 0 but in our case the mode appears around 3000. This could be because signed data could have been treated as if it were unsigned data. As explained by Jeremy\n\n\n>My guess is that what happened in the \"iffy\" images is that they were actually signed data, >but were treated as unsigned. If that's the case, the a value of -1000 or -1024 (the usual >values for background pixels in signed data images) will have wrapped around to 4096->1000=3096. So we'll need to shift everything up by 1000, then move the values larger than >2048 back to where they should have been.\n\n\nThe fix is \n1. add all pixel values by +1000 \n2. for values more than 4096, -1000 \n3. set RescaleIntercept to -1000"},{"metadata":{"trusted":true},"cell_type":"code","source":"d += 1000\n\npx_mode = scipy.stats.mode(d.flatten()).mode[0]\nd[d>=px_mode] = d[d>=px_mode] - px_mode\ndcm.PixelData = d.tobytes()\ndcm.RescaleIntercept = -1000","execution_count":44,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"plt.hist(dcm.pixel_array.flatten());","execution_count":45,"outputs":[{"output_type":"display_data","data":{"text/plain":"
","image/png":"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\n"},"metadata":{"needs_background":"light"}}]},{"metadata":{"trusted":true},"cell_type":"code","source":"_,axs = subplots(1,2)\ndcm.show(ax=axs[0]); dcm.show(dicom_windows.brain, ax=axs[1])","execution_count":46,"outputs":[{"output_type":"display_data","data":{"text/plain":"
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\n"},"metadata":{"needs_background":"light"}}]},{"metadata":{"trusted":true},"cell_type":"code","source":"def fix_pxrepr(dcm):\n if dcm.PixelRepresentation != 0 or dcm.RescaleIntercept<-100: return\n x = dcm.pixel_array + 1000\n px_mode = 4096\n x[x>=px_mode] = x[x>=px_mode] - px_mode\n dcm.PixelData = x.tobytes()\n dcm.RescaleIntercept = -1000","execution_count":47,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"dcms = df2dcm(df_iffy)\ndcms.map(fix_pxrepr)\n\n_,axs = subplots(2,4, imsize=3)\nfor i,ax in enumerate(axs.flat): dcms[i].show(ax=ax)","execution_count":48,"outputs":[{"output_type":"display_data","data":{"text/plain":"
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\n"},"metadata":{"needs_background":"light"}}]},{"metadata":{},"cell_type":"markdown","source":"Images look better following our repair work "},{"metadata":{},"cell_type":"markdown","source":"## Remove useless images"},{"metadata":{},"cell_type":"markdown","source":"To remove 'not so useful' images we will identify what % of pixel of an images is in the brain window (0, 80). This is already in the dataframe we created earlier under `img_pct_window`. "},{"metadata":{"trusted":true},"cell_type":"code","source":"plt.hist(comb.img_pct_window,40);","execution_count":49,"outputs":[{"output_type":"display_data","data":{"text/plain":"
","image/png":"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\n"},"metadata":{"needs_background":"light"}}]},{"metadata":{"trusted":true},"cell_type":"code","source":"comb = comb.assign(pct_cut = pd.cut(comb.img_pct_window, [0,0.02,0.05,0.1,0.2,0.3,1]))\ncomb.pivot_table(values='any', index='pct_cut', aggfunc=['sum','count']).T","execution_count":50,"outputs":[{"output_type":"execute_result","execution_count":50,"data":{"text/plain":"pct_cut (0.0, 0.02] (0.02, 0.05] (0.05, 0.1] (0.1, 0.2] (0.2, 0.3] \\\nsum any 69 775 3690 23411 61741 \ncount any 79144 22217 50928 269727 255338 \n\npct_cut (0.3, 1.0] \nsum any 18246 \ncount any 67315 ","text/html":"
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
pct_cut(0.0, 0.02](0.02, 0.05](0.05, 0.1](0.1, 0.2](0.2, 0.3](0.3, 1.0]
sumany697753690234116174118246
countany79144222175092826972725533867315
\n
"},"metadata":{}}]},{"metadata":{},"cell_type":"markdown","source":"We can see that images with little brain tissue (<2% of pixels) have almost no labels. So we will remove them."},{"metadata":{"trusted":true},"cell_type":"code","source":"comb.drop(comb.query('img_pct_window<0.02').index, inplace=True)","execution_count":51,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"## Resample to 2/3 split"},{"metadata":{"trusted":true},"cell_type":"code","source":"df_lbl = comb.query('any==True')\nn_lbl = len(df_lbl)\nn_lbl","execution_count":52,"outputs":[{"output_type":"execute_result","execution_count":52,"data":{"text/plain":"107863"},"metadata":{}}]},{"metadata":{"trusted":true},"cell_type":"code","source":"df_nonlbl = comb.query('any==False').sample(n_lbl//2)\nlen(df_nonlbl)","execution_count":53,"outputs":[{"output_type":"execute_result","execution_count":53,"data":{"text/plain":"53931"},"metadata":{}}]},{"metadata":{"trusted":true},"cell_type":"code","source":"comb = pd.concat([df_lbl,df_nonlbl])\nlen(comb)","execution_count":54,"outputs":[{"output_type":"execute_result","execution_count":54,"data":{"text/plain":"161794"},"metadata":{}}]},{"metadata":{},"cell_type":"markdown","source":"## Crop to just brain area¶\n"},{"metadata":{"trusted":true},"cell_type":"code","source":"dcm = Path(dcms[10].filename).dcmread()\nfix_pxrepr(dcm)","execution_count":55,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"px = dcm.windowed(*dicom_windows.brain)\nshow_image(px);","execution_count":56,"outputs":[{"output_type":"display_data","data":{"text/plain":"
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\n"},"metadata":{"needs_background":"light"}}]},{"metadata":{"trusted":true},"cell_type":"code","source":"blurred = gauss_blur2d(px, 100)\nshow_image(blurred);","execution_count":57,"outputs":[{"output_type":"display_data","data":{"text/plain":"
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\n"},"metadata":{"needs_background":"light"}}]},{"metadata":{"trusted":true},"cell_type":"code","source":"show_image(blurred>0.3);","execution_count":58,"outputs":[{"output_type":"display_data","data":{"text/plain":"
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\n"},"metadata":{"needs_background":"light"}}]},{"metadata":{"trusted":true},"cell_type":"code","source":"_,axs = subplots(1,4, imsize=3)\nfor i,ax in enumerate(axs.flat):\n dcms[i].show(dicom_windows.brain, ax=ax)\n show_image(dcms[i].mask_from_blur(dicom_windows.brain), cmap=plt.cm.Reds, alpha=0.6, ax=ax)","execution_count":59,"outputs":[{"output_type":"display_data","data":{"text/plain":"
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\n"},"metadata":{"needs_background":"light"}}]},{"metadata":{"trusted":true},"cell_type":"code","source":"def pad_square(x):\n r,c = x.shape\n d = (c-r)/2\n pl,pr,pt,pb = 0,0,0,0\n if d>0: pt,pd = int(math.floor( d)),int(math.ceil( d)) \n else: pl,pr = int(math.floor(-d)),int(math.ceil(-d))\n return np.pad(x, ((pt,pb),(pl,pr)), 'minimum')\n\ndef crop_mask(x):\n mask = x.mask_from_blur(dicom_windows.brain)\n bb = mask2bbox(mask)\n if bb is None: return\n lo,hi = bb\n cropped = x.pixel_array[lo[0]:hi[0],lo[1]:hi[1]]\n return pad_square(cropped)","execution_count":60,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"_,axs = subplots(1,2)\ndcm.show(ax=axs[0])\ndcm_m = PILCTScan.create(crop_mask(dcm))\ndcm_m.show(ax=axs[1]);","execution_count":61,"outputs":[{"output_type":"display_data","data":{"text/plain":"
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\n"},"metadata":{"needs_background":"light"}}]},{"metadata":{},"cell_type":"markdown","source":"## Save JPEG images"},{"metadata":{},"cell_type":"markdown","source":"Now, we will learn to save our smaller images as JPEG for fast prototyping. First, we will sample our dataset to get out `freqhist_bins`. And then use the samples to calculate our bins. "},{"metadata":{"trusted":true},"cell_type":"code","source":"htypes = 'any','epidural','intraparenchymal','intraventricular','subarachnoid','subdural'\n\ndef get_samples(df):\n recs = [df.query(f'{c}==1').sample() for c in htypes]\n recs.append(df.query('any==0').sample())\n return pd.concat(recs).fname.values\n\nsample_fns = concat(*dfs.map(get_samples))\nsample_dcms = tuple(Path(o).dcmread().scaled_px for o in sample_fns)\nsamples = torch.stack(sample_dcms)\nbins = samples.freqhist_bins()","execution_count":62,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"sample_fns.shape","execution_count":63,"outputs":[{"output_type":"execute_result","execution_count":63,"data":{"text/plain":"(21,)"},"metadata":{}}]},{"metadata":{"trusted":true},"cell_type":"code","source":"bins, bins.shape","execution_count":64,"outputs":[{"output_type":"execute_result","execution_count":64,"data":{"text/plain":"(tensor([-3024., -2048., -1014., -1007., -1005., -1004., -1003., -1002., -1001.,\n -1000., -999., -998., -997., -995., -994., -993., -991., -990.,\n -988., -985., -981., -977., -973., -970., -967., -964., -960.,\n -956., -951., -945., -936., -924., -909., -891., -866., -835.,\n -801., -758., -691., -574., -351., -126., -70., -41., -15.,\n 4., 11., 17., 21., 23., 25., 26., 27., 28.,\n 29., 30., 31., 32., 33., 34., 35., 36., 37.,\n 38., 40., 43., 48., 59., 81., 164., 284., 397.,\n 607., 788., 958., 1152., 1390., 1656.]),\n torch.Size([78]))"},"metadata":{}}]},{"metadata":{"trusted":true},"cell_type":"code","source":"with open(f\"{path_dest}/bin.pkl\", \"wb\") as output_file:\n pickle.dump(bins, output_file)","execution_count":65,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"Next, we will make a function to read a single `dcm` file and then fixes them using the `fix_pxrepr` funtion we create earlier. "},{"metadata":{"trusted":true},"cell_type":"code","source":"def dcm_tfm(fn): \n fn = Path(fn)\n try:\n x = fn.dcmread()\n fix_pxrepr(x)\n except Exception as e:\n print(fn,e)\n raise SkipItemException\n if x.Rows != 512 or x.Columns != 512: x.zoom_to((512,512))\n return x.scaled_px","execution_count":66,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"We will then make fastai's `TfmDL` to use parallel processing to process the images."},{"metadata":{"trusted":true},"cell_type":"code","source":"comb.fname.values","execution_count":67,"outputs":[{"output_type":"execute_result","execution_count":67,"data":{"text/plain":"array(['../input/rsna-intracranial-hemorrhage-detection/rsna-intracranial-hemorrhage-detection/stage_2_train/ID_9ef779a18.dcm',\n '../input/rsna-intracranial-hemorrhage-detection/rsna-intracranial-hemorrhage-detection/stage_2_train/ID_ba857d33f.dcm',\n '../input/rsna-intracranial-hemorrhage-detection/rsna-intracranial-hemorrhage-detection/stage_2_train/ID_9dcc748d1.dcm',\n ...,\n '../input/rsna-intracranial-hemorrhage-detection/rsna-intracranial-hemorrhage-detection/stage_2_train/ID_8e9f72f61.dcm',\n '../input/rsna-intracranial-hemorrhage-detection/rsna-intracranial-hemorrhage-detection/stage_2_train/ID_240b4c94d.dcm',\n '../input/rsna-intracranial-hemorrhage-detection/rsna-intracranial-hemorrhage-detection/stage_2_train/ID_515ceb460.dcm'],\n dtype=object)"},"metadata":{}}]},{"metadata":{"trusted":true},"cell_type":"code","source":"fns = list(comb.fname.values)\ndest = path_dest/'train_jpg'\ndest.mkdir(exist_ok=True)\n# NB: Use bs=512 or 1024 when running on GPU\nbs=4\n\nds = Datasets(fns, [[dcm_tfm],[os.path.basename]])\ndl = TfmdDL(ds, bs=bs, num_workers=2)","execution_count":68,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"As we can see below, the dataloader will return a tuple of `scaled_px` and its corresponding filename. "},{"metadata":{"trusted":true},"cell_type":"code","source":"dl.one_batch()","execution_count":69,"outputs":[{"output_type":"execute_result","execution_count":69,"data":{"text/plain":"(tensor([[[-3024., -3024., -3024., ..., -3024., -3024., -3024.],\n [-3024., -3024., -3024., ..., -3024., -3024., -3024.],\n [-3024., -3024., -3024., ..., -3024., -3024., -3024.],\n ...,\n [-3024., -3024., -3024., ..., -3024., -3024., -3024.],\n [-3024., -3024., -3024., ..., -3024., -3024., -3024.],\n [-3024., -3024., -3024., ..., -3024., -3024., -3024.]],\n \n [[-1024., -1024., -1024., ..., -1024., -1024., -1024.],\n [-1024., -1024., -1024., ..., -1024., -1024., -1024.],\n [-1005., -1003., -1000., ..., -1004., -1001., -999.],\n ...,\n [ -953., -953., -959., ..., -553., -620., -688.],\n [ -955., -959., -961., ..., -752., -796., -830.],\n [ -961., -962., -959., ..., -872., -890., -903.]],\n \n [[-2048., -2048., -2048., ..., -2048., -2048., -2048.],\n [-2048., -2048., -2048., ..., -2048., -2048., -2048.],\n [-2048., -2048., -2048., ..., -2048., -2048., -2048.],\n ...,\n [-2048., -2048., -2048., ..., -2048., -2048., -2048.],\n [-2048., -2048., -2048., ..., -2048., -2048., -2048.],\n [-2048., -2048., -2048., ..., -2048., -2048., -2048.]],\n \n [[ -881., -877., -877., ..., -890., -890., -890.],\n [ -885., -881., -878., ..., -891., -890., -887.],\n [ -885., -885., -883., ..., -890., -887., -883.],\n ...,\n [ -868., -872., -870., ..., -877., -875., -865.],\n [ -869., -872., -868., ..., -875., -879., -871.],\n [ -872., -871., -866., ..., -871., -879., -879.]]]),\n ('ID_9ef779a18.dcm',\n 'ID_ba857d33f.dcm',\n 'ID_9dcc748d1.dcm',\n 'ID_9b225ec8a.dcm'))"},"metadata":{}}]},{"metadata":{},"cell_type":"markdown","source":"The following functions return output filename and save the cropped `.jpg` files. "},{"metadata":{"trusted":true},"cell_type":"code","source":"def dest_fname(fname): return dest/Path(fname).with_suffix('.jpg')\n\ndef save_cropped_jpg(o, dest):\n fname,px = o\n px.save_jpg(dest_fname(fname), [dicom_windows.brain, dicom_windows.subdural], bins=bins)","execution_count":70,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"In the next function, we make the following\n1. move the pixels from dataloader to device\n2. make our masks for cropping only the brain portion\n3. then make the crop\n4. use parallel funtioality to save the images. The `save_jpg` will save brain window, subdural wondow and normalised. Each as one chanel."},{"metadata":{"trusted":true},"cell_type":"code","source":"def process_batch(pxs, fnames, n_workers=4):\n pxs = to_device(pxs)\n masks = pxs.mask_from_blur(dicom_windows.brain)\n bbs = mask2bbox(masks)\n gs = crop_resize(pxs, bbs, 256).cpu().squeeze()\n parallel(save_cropped_jpg, zip(fnames, gs), n_workers=n_workers, progress=False, dest=dest)","execution_count":71,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"%time process_batch(*dl.one_batch(), n_workers=3)","execution_count":72,"outputs":[{"output_type":"stream","text":"CPU times: user 63.6 ms, sys: 130 ms, total: 194 ms\nWall time: 373 ms\n","name":"stdout"}]},{"metadata":{},"cell_type":"markdown","source":"Let's open and see one of the images. "},{"metadata":{"trusted":true},"cell_type":"code","source":"fn = dest.ls()[0]\nim = Image.open(fn)\nfn","execution_count":73,"outputs":[{"output_type":"execute_result","execution_count":73,"data":{"text/plain":"Path('train_jpg/ID_ba857d33f.jpg')"},"metadata":{}}]},{"metadata":{},"cell_type":"markdown","source":"As can be seen below, each channel in the saved `jpg` corresponds to brain window, subdural window and normalized. "},{"metadata":{"trusted":true},"cell_type":"code","source":"axs = subplots(1, 3)[1].flat\nfor i, ax in zip(tensor(im).permute(2,0,1), axs):\n ax.imshow(i)\n ax.axis('off')","execution_count":74,"outputs":[{"output_type":"display_data","data":{"text/plain":"
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\n"},"metadata":{"needs_background":"light"}}]},{"metadata":{},"cell_type":"markdown","source":"The above can be simply shown using `fastai` functionality."},{"metadata":{"trusted":true},"cell_type":"code","source":"show_images(tensor(im).permute(2,0,1), titles=['brain','subdural','normalized'])","execution_count":75,"outputs":[{"output_type":"display_data","data":{"text/plain":"
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\n"},"metadata":{"needs_background":"light"}}]},{"metadata":{"trusted":true},"cell_type":"code","source":"#to make our dataset for protyping. Uncomment the below and execute the cell\n#dest.mkdir(exist_ok=True)\n#for b in progress_bar(dl): process_batch(*b, n_workers=8)","execution_count":76,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"# Building a classifier\n\nFor this part, we will be following some part of Jeremy's 5th notebook. For the full version, please refer to Jeremy's notebook.\n"},{"metadata":{"trusted":true},"cell_type":"code","source":"df_comb = comb.set_index('SOPInstanceUID')\ndf_tst = pd.read_feather(path_df/'df_tst.fth')","execution_count":77,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"The next two functions are what we looked in the previous section. We will use the `fix_pxrepr` function to fix the `PixelRepresentation` issue we encountered. And make a 3-channel image using brain window, subdural window and normalised image using the `freq_his` bins we developed earlier. "},{"metadata":{"trusted":true},"cell_type":"code","source":"def fix_pxrepr(dcm):\n if dcm.PixelRepresentation != 0 or dcm.RescaleIntercept<-100: return\n x = dcm.pixel_array + 1000\n px_mode = 4096\n x[x>=px_mode] = x[x>=px_mode] - px_mode\n dcm.PixelData = x.tobytes()\n dcm.RescaleIntercept = -1000","execution_count":78,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"def dcm_tfm(fn): \n fn = (path_trn/fn).with_suffix('.dcm')\n try:\n x = fn.dcmread()\n fix_pxrepr(x)\n except Exception as e:\n print(fn,e)\n raise SkipItemException\n if x.Rows != 512 or x.Columns != 512: x.zoom_to((512,512))\n px = x.scaled_px\n return TensorImage(px.to_3chan(dicom_windows.brain,dicom_windows.subdural, bins=bins))","execution_count":79,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"Let's make a split based on PatientID"},{"metadata":{"trusted":true},"cell_type":"code","source":"set_seed(42)\npatients = df_comb.PatientID.unique()\npat_mask = np.random.random(len(patients))<0.8\npat_trn = patients[pat_mask]","execution_count":81,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"def split_data(df):\n idx = L.range(df)\n mask = df.PatientID.isin(pat_trn)\n return idx[mask],idx[~mask]\n\nsplits = split_data(df_comb)","execution_count":82,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"`filename` function returns the filename while `fn2image` opens the filename and returns `PILDicom` object"},{"metadata":{"trusted":true},"cell_type":"code","source":"def filename(o): return os.path.splitext(os.path.basename(o))[0]\n\nfns = L(list(df_comb.fname)).map(filename)\nfn = fns[0]\nfn","execution_count":88,"outputs":[{"output_type":"execute_result","execution_count":88,"data":{"text/plain":"'ID_9ef779a18'"},"metadata":{}}]},{"metadata":{"trusted":true},"cell_type":"code","source":"def fn2image(fn): return PILDicom.create((path_trn/fn).with_suffix('.dcm'))\nfn2image(fn).show();","execution_count":89,"outputs":[{"output_type":"display_data","data":{"text/plain":"
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\n"},"metadata":{"needs_background":"light"}}]},{"metadata":{},"cell_type":"markdown","source":"`fnlabel` return the labels given a filename"},{"metadata":{"trusted":true},"cell_type":"code","source":"htypes = ['any','epidural','intraparenchymal','intraventricular','subarachnoid','subdural']\ndef fn2label(fn): return df_comb.loc[fn][htypes].values.astype(np.float32)\nfn2label(fn)","execution_count":90,"outputs":[{"output_type":"execute_result","execution_count":90,"data":{"text/plain":"array([1., 0., 1., 0., 1., 1.], dtype=float32)"},"metadata":{}}]},{"metadata":{},"cell_type":"markdown","source":"`get_loss` prepares the weighted loss fuction "},{"metadata":{"trusted":true},"cell_type":"code","source":"def get_loss(scale=1.0):\n loss_weights = tensor(2.0, 1, 1, 1, 1, 1).cuda()*scale\n return BaseLoss(nn.BCEWithLogitsLoss, pos_weight=loss_weights, floatify=True, flatten=False, \n is_2d=False)","execution_count":93,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"`accuracy_any` calculates the accuracy for `any` label"},{"metadata":{"trusted":true},"cell_type":"code","source":"def accuracy_any(inp, targ, thresh=0.5, sigmoid=True):\n inp,targ = flatten_check(inp[:,0],targ[:,0])\n if sigmoid: inp = inp.sigmoid()\n return ((inp>thresh)==targ.bool()).float().mean()","execution_count":94,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"loss_func = get_loss(0.14*2)\nopt_func = partial(Adam, wd=0.01, eps=1e-3)\nmetrics=[accuracy_multi,accuracy_any]","execution_count":95,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"Next, we will need to prepare the dataloaders. \n\nFirst, we will need the transformations necessary to open/prepare (we will us `dcm_tfm`) the images and prepare the labels (we will use `fn2label` followed by `EncodedMultiCategorize` which makes one-hot encoded multi-category labels). "},{"metadata":{"trusted":true},"cell_type":"code","source":"tfms = [[dcm_tfm], [fn2label, EncodedMultiCategorize(htypes)]]\ndls = Datasets(fns, tfms, splits=splits)\nnrm = Normalize(tensor([0.6]),tensor([0.25]))\naug = aug_transforms(p_lighting=0.)\nbatch_tfms = [nrm, *aug]","execution_count":125,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"def get_data(bs, sz):\n return dls.dataloaders(bs=bs, num_workers=nw, \n after_item=[ToTensor],\n after_batch=batch_tfms+[AffineCoordTfm(size=sz)])","execution_count":126,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"dbch = get_data(64,256)\nx,y = dbch.one_batch()\ndbch.show_batch(max_n=4)\nx.shape","execution_count":129,"outputs":[{"output_type":"execute_result","execution_count":129,"data":{"text/plain":"(64, 3, 256, 256)"},"metadata":{}},{"output_type":"display_data","data":{"text/plain":"
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\n"},"metadata":{"needs_background":"light"}}]},{"metadata":{"trusted":true},"cell_type":"code","source":"bs = 32\nsz=128","execution_count":128,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"def get_learner(bs, sz):\n dls = get_data(bs,sz)\n learn = cnn_learner(dls, \n xresnet50, \n loss_func=loss_func, \n opt_func=opt_func, \n metrics=metrics)\n return learn.to_fp16()","execution_count":122,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"learn = get_learner(bs, sz)","execution_count":123,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"learn.fit_one_cycle(1, 1e-3)","execution_count":null,"outputs":[{"output_type":"display_data","data":{"text/plain":"","text/html":"\n
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epochtrain_lossvalid_lossaccuracy_multiaccuracy_anytime

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\n "},"metadata":{}}]},{"metadata":{},"cell_type":"markdown","source":"This concludes the amazing series of notebooks by Jeremy! "},{"metadata":{},"cell_type":"markdown","source":"References\n\nhttps://www.kaggle.com/jhoward/creating-a-metadata-dataframe-fastai\n\nhttps://www.kaggle.com/jhoward/some-dicom-gotchas-to-be-aware-of-fastai\n\nhttps://www.kaggle.com/jhoward/don-t-see-like-a-radiologist-fastai\n\nhttps://blog.kitware.com/dicom-rescale-intercept-rescale-slope-and-itk/#:~:text=What%20is%20Rescale%20Intercept%20%2F%20Rescale,to%20their%20in%20memory%20representation."},{"metadata":{"trusted":true},"cell_type":"code","source":"","execution_count":null,"outputs":[]}],"metadata":{"kernelspec":{"name":"python3","display_name":"Python 3","language":"python"},"language_info":{"name":"python","version":"3.7.9","mimetype":"text/x-python","codemirror_mode":{"name":"ipython","version":3},"pygments_lexer":"ipython3","nbconvert_exporter":"python","file_extension":".py"}},"nbformat":4,"nbformat_minor":4}