{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2019-02-26T18:49:24.117386Z", "start_time": "2019-02-26T18:49:24.076329Z" } }, "outputs": [], "source": [ "# for automatic reloading\n", "%load_ext autoreload\n", "%autoreload 2" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "ExecuteTime": { "end_time": "2019-02-26T18:49:26.950567Z", "start_time": "2019-02-26T18:49:24.651822Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/mnt/cube/tsainbur/conda_envs/tpy3/lib/python3.6/site-packages/tqdm/autonotebook/__init__.py:14: TqdmExperimentalWarning: Using `tqdm.autonotebook.tqdm` in notebook mode. Use `tqdm.tqdm` instead to force console mode (e.g. in jupyter console)\n", " \" (e.g. in jupyter console)\", TqdmExperimentalWarning)\n" ] } ], "source": [ "from birdbrain.atlas import atlas\n", "import numpy as np" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "ExecuteTime": { "end_time": "2019-02-26T18:55:11.181582Z", "start_time": "2019-02-26T18:55:11.126077Z" } }, "outputs": [], "source": [ "from birdbrain.utils import um_to_vox, vox_to_um" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "ExecuteTime": { "end_time": "2019-02-26T18:49:29.040802Z", "start_time": "2019-02-26T18:49:28.983193Z" } }, "outputs": [], "source": [ "from birdbrain.visualization.plotting_2d import plot_2d_coordinates" ] }, { "cell_type": "code", "execution_count": 45, "metadata": { "ExecuteTime": { "end_time": "2019-02-26T19:02:50.397719Z", "start_time": "2019-02-26T19:02:48.274614Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Data already download\n", "Getting voxel data from .img files...\n", "Getting location for each nucleus/region from voxel data...\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "", "version_major": 2, "version_minor": 0 }, "text/plain": [ "HBox(children=(IntProgress(value=0, max=41), HTML(value='')))" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\r", "Atlas created\n" ] } ], "source": [ "dset_dir = '../../data/processed/mustached_bat/'\n", "\n", "mustached_bat_atlas = atlas(\n", " species = 'mustached_bat',\n", " dset_dir = dset_dir,\n", " um_mult = 1000,\n", " smoothing = []#['Brain', 'Brainregions']\n", ")" ] }, { "cell_type": "code", "execution_count": 46, "metadata": { "ExecuteTime": { "end_time": "2019-02-26T19:02:50.877124Z", "start_time": "2019-02-26T19:02:50.824478Z" } }, "outputs": [ { "data": { "text/html": [ "
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labelregiontype_
region
Exterior1ExteriorMustached_bat_delineations
Inferior.Colliculus_IC2Inferior.Colliculus_ICMustached_bat_delineations
Commissure.of.Inferior.Colliculus_cic3Commissure.of.Inferior.Colliculus_cicMustached_bat_delineations
\n", "
" ], "text/plain": [ " label \\\n", "region \n", "Exterior 1 \n", "Inferior.Colliculus_IC 2 \n", "Commissure.of.Inferior.Colliculus_cic 3 \n", "\n", " region \\\n", "region \n", "Exterior Exterior \n", "Inferior.Colliculus_IC Inferior.Colliculus_IC \n", "Commissure.of.Inferior.Colliculus_cic Commissure.of.Inferior.Colliculus_cic \n", "\n", " type_ \n", "region \n", "Exterior Mustached_bat_delineations \n", "Inferior.Colliculus_IC Mustached_bat_delineations \n", "Commissure.of.Inferior.Colliculus_cic Mustached_bat_delineations " ] }, "execution_count": 46, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mustached_bat_atlas.brain_labels[:3]" ] }, { "cell_type": "code", "execution_count": 47, "metadata": { "ExecuteTime": { "end_time": "2019-02-26T19:02:51.360981Z", "start_time": "2019-02-26T19:02:51.304172Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[ 95 167 56]\n" ] } ], "source": [ "# initial location of y sinus\n", "ysin_in_um = [0,0,0]\n", "# get the voxel location \n", "y_sin_in_vox = um_to_vox(ysin_in_um, mustached_bat_atlas.voxel_data.loc['Brain','affine'], mustached_bat_atlas.um_mult, mustached_bat_atlas.y_sinus_um_transform)\n", "print(y_sin_in_vox)" ] }, { "cell_type": "code", "execution_count": 48, "metadata": { "ExecuteTime": { "end_time": "2019-02-26T19:02:51.650826Z", "start_time": "2019-02-26T19:02:51.615203Z" } }, "outputs": [ { "data": { "text/plain": [ "array([-5964.2701149 , -9800.00019073, -4699.99980927])" ] }, "execution_count": 48, "metadata": {}, "output_type": "execute_result" } ], "source": [ "vox_to_um(ysin_in_um, mustached_bat_atlas.voxel_data.loc['Brain','affine'], mustached_bat_atlas.um_mult, mustached_bat_atlas.y_sinus_um_transform)\n" ] }, { "cell_type": "code", "execution_count": 53, "metadata": { "ExecuteTime": { "end_time": "2019-02-26T19:04:29.351125Z", "start_time": "2019-02-26T19:04:27.550964Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "{'medial-lateral': 0, 'anterior-posterior': 0, 'dorsal-ventral': 0}\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plot_2d_coordinates(mustached_bat_atlas, point_in_um= [0,0,0], regions_to_plot=['Mustached_bat_delineations'], brain_masked_image='Rd', region_alpha = 0.5);" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.8" } }, "nbformat": 4, "nbformat_minor": 2 }