@inproceedings{santos2019fall, author={H. {Dias Pereira dos Santos} and A. {Pestana Silva} and M. C. {Oliveira Maciel} and H. M. {Velho Burin} and J. {Souza Urbanetto} and R. {Vieira}}, booktitle={2019 IEEE 19th International Conference on Bioinformatics and Bioengineering (BIBE)}, title={Fall Detection in EHR using Word Embeddings and Deep Learning}, year={2019}, volume={}, number={}, pages={265-268}, keywords={health care;hospitals;learning (artificial intelligence);medical information systems;recurrent neural nets;fall detection;EHR;word embeddings;deep learning;electronic health records;In-hospital fall incidents;largest category;adverse event reports;patient health care;language models;state-of-the art recurrent neural networks;deep-learning approach;fall events;de-identified progress notes;F-measure;Fall Detection;Electronic Health Records;Biomedical Language Processing;Word Embeddings;Deep Learning}, doi={10.1109/BIBE.2019.00054}, ISSN={2159-5410}, month={Oct},}