Patient representation learning and interpretable evaluation using
clinical notes

Patient representation learning and interpretable evaluation using clinical notes

3 July 2018

Madhumita Sushil

Walter Daelemans

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Papers citing "Patient representation learning and interpretable evaluation using clinical notes"

16 / 16 papers shown

Title
Combining LSTM and Latent Topic Modeling for Mortality Prediction Yohan Jo Lisa Lee Shruti Palaskar BDL 71 33 0 08 Sep 2017
A causal framework for explaining the predictions of black-box sequence-to-sequence models David Alvarez-Melis Tommi Jaakkola CML 359 204 0 06 Jul 2017
Clinical Intervention Prediction and Understanding using Deep Networks Harini Suresh Nathan Hunt Alistair E. W. Johnson Leo Anthony Celi Peter Szolovits Marzyeh Ghassemi OOD 67 134 0 23 May 2017
Effective Representations of Clinical Notes Sébastien Dubois Nathanael Romano David C. Kale N. Shah Kenneth Jung 55 23 0 19 May 2017
The Use of Autoencoders for Discovering Patient Phenotypes Harini Suresh Peter Szolovits Marzyeh Ghassemi DRL 67 28 0 20 Mar 2017
Understanding Neural Networks through Representation Erasure Jiwei Li Will Monroe Dan Jurafsky AAML MILM 105 567 0 24 Dec 2016
Neural Document Embeddings for Intensive Care Patient Mortality Prediction Paulina Grnarova Florian Schmidt Stephanie L. Hyland Carsten Eickhoff 66 67 0 01 Dec 2016
RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism Edward Choi M. T. Bahadori Joshua A. Kulas A. Schuetz Walter F. Stewart Jimeng Sun AI4TS 127 1,250 0 19 Aug 2016
Enriching Word Vectors with Subword Information Piotr Bojanowski Edouard Grave Armand Joulin Tomas Mikolov NAI SSL VLM 234 9,986 0 15 Jul 2016
Learning for Biomedical Information Extraction: Methodological Review of Recent Advances F. Liu Jinying Chen Abhyuday N. Jagannatha Hong-ye Yu 68 60 0 26 Jun 2016
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 355 3,555 0 10 Jun 2015
Visualizing and Understanding Neural Models in NLP Jiwei Li Xinlei Chen Eduard H. Hovy Dan Jurafsky MILM FAtt 91 707 0 02 Jun 2015
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 584 27,345 0 01 Sep 2014
Distributed Representations of Sentences and Documents Quoc V. Le Tomas Mikolov FaML 267 9,258 0 16 May 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 406 33,573 0 16 Oct 2013
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 693 31,571 0 16 Jan 2013