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Bidirectional Recurrent Neural Networks for Medical Event Detection in Electronic Health Records

25 June 2016

Abhyuday N. Jagannatha

Hong-ye Yu

BDL

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Papers citing "Bidirectional Recurrent Neural Networks for Medical Event Detection in Electronic Health Records"

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Title
The Devil is in the Details: On the Pitfalls of Event Extraction Evaluation Hao Peng Xiaozhi Wang Feng Yao Kaisheng Zeng Lei Hou Juanzi Li Zhiyuan Liu Weixing Shen 99 19 0 12 Jun 2023
MsPrompt: Multi-step Prompt Learning for Debiasing Few-shot Event Detection Siyuan Wang Jianming Zheng Xuejun Hu Fei Cai Chengyu Song Xueshan Luo 78 6 0 16 May 2023
Effective Medical Code Prediction via Label Internal Alignment Guodong Liu OffRL 38 0 0 09 May 2023
Contextualized Medication Information Extraction Using Transformer-based Deep Learning Architectures Aokun Chen Zehao Yu Xi Yang Yi Guo Jiang Bian Yonghui Wu 52 24 0 14 Mar 2023
An Automatic SOAP Classification System Using Weakly Supervision And Transfer Learning Sunjae Kwon Zhichao Yang Hong-ye Yu 102 2 0 26 Nov 2022
EDEN : An Event DEtection Network for the annotation of Breast Cancer recurrences in administrative claims data Elise Dumas A. Hamy S. Houzard Eva Hernandez A. Toussaint ... M. Saint-Ghislain B. Grandal Eric Daoud F. Reyal Chloé-Agathe Azencott OOD 57 2 0 15 Nov 2022
A Deep Learning Approach to Detect Lean Blowout in Combustion Systems Tryambak Gangopadhyay S. De Qisai Liu A. Mukhopadhyay S. Sen Soumik Sarkar 118 1 0 03 Aug 2022
Ordinal-Quadruplet: Retrieval of Missing Classes in Ordinal Time Series Jurijs Nazarovs C. Lumezanu Qianying Ren Yuncong Chen Takehiko Mizoguchi Dongjin Song Haifeng Chen AI4TS 20 0 0 24 Jan 2022
Natural Language Processing for Smart Healthcare Binggui Zhou Guanghua Yang Zheng Shi Shaodan Ma AI4MH LM&MA 86 117 0 19 Oct 2021
Neural Natural Language Processing for Unstructured Data in Electronic Health Records: a Review Irene Li Jessica Pan Jeremy Goldwasser Neha Verma Wai Pan Wong ... Matthew Zhang David Chang R. Taylor H. Krumholz Dragomir R. Radev BDL 84 159 0 07 Jul 2021
TF-IDF vs Word Embeddings for Morbidity Identification in Clinical Notes: An Initial Study D. Dessí Rim Helaoui Vivek Kumar (Ph.D) Diego Reforgiato Recupero Daniele Riboni 37 44 0 20 May 2021
Deep Learning for Medical Anomaly Detection -- A Survey Tharindu Fernando Harshala Gammulle Simon Denman Sridha Sridharan Clinton Fookes OOD 70 282 0 04 Dec 2020
Event Detection: Gate Diversity and Syntactic Importance Scoresfor Graph Convolution Neural Networks Viet Dac Lai Tuan Ngo Nguyen Thien Huu Nguyen 101 96 0 27 Oct 2020
Biomedical Event Extraction with Hierarchical Knowledge Graphs Kung-Hsiang Huang Mu Yang Nanyun Peng 74 29 0 20 Sep 2020
Multimodal Learning for Cardiovascular Risk Prediction using EHR Data A. Bagheri T. K. Groenhof W. B. Veldhuis P. A. Jong F. Asselbergs Daniel L. Oberski 65 15 0 27 Aug 2020
Extracting Structured Data from Physician-Patient Conversations By Predicting Noteworthy Utterances Kundan Krishna Amy Pavel Benjamin Schloss Jeffrey P. Bigham Zachary Chase Lipton 64 19 0 14 Jul 2020
Interactive exploration of population scale pharmacoepidemiology datasets Tengel Ekrem Skar Einar J. Holsbø K. Svendsen L. A. Bongo 8 0 0 20 May 2020
Towards Automatic Generation of Questions from Long Answers Shlok Kumar Mishra Pranav Goel Abhishek Sharma Abhyuday N. Jagannatha David Jacobs Hal Daumé 43 8 0 10 Apr 2020
Building a Norwegian Lexical Resource for Medical Entity Recognition Ildikó Pilán P. Brekke Lilja Øvrelid 18 2 0 06 Apr 2020
Secondary Use of Electronic Health Record: Opportunities and Challenges S. M. Shah Rizwan Ahmed Khan 60 79 0 26 Jan 2020
$$\mathtt{MedGraph:}$ Structural and Temporal Representation Learning of Electronic Medical Records$ $\mathtt{MedGraph:}$ Structural and Temporal Representation Learning of Electronic Medical Records B. Hettige Yuan-Fang Li Weiqing Wang Suong Le Wray Buntine 126 18 0 08 Dec 2019
GNTeam at 2018 n2c2: Feature-augmented BiLSTM-CRF for drug-related entity recognition in hospital discharge summaries M. Belousov Nikola Milosevic G. Alfattni Haifa Alrdahi Goran Nenadic 18 3 0 23 Sep 2019
Recurrent Neural Networks for Time Series Forecasting: Current Status and Future Directions Hansika Hewamalage Christoph Bergmeir Kasun Bandara AI4TS 108 907 0 02 Sep 2019
Context awareness and embedding for biomedical event extraction Shankai Yan Ka-Chun Wong 13 13 0 02 May 2019
Medical device surveillance with electronic health records A. Callahan Jason Alan Fries Christopher Ré J. Huddleston N. Giori Scott L. Delp N. Shah 71 54 0 03 Apr 2019
SECNLP: A Survey of Embeddings in Clinical Natural Language Processing Katikapalli Subramanyam Kalyan S. Sangeetha 82 83 0 04 Mar 2019
Deep Learning for Anomaly Detection: A Survey Raghavendra Chalapathy Sanjay Chawla AI4TS 177 1,498 0 10 Jan 2019
CarePre: An Intelligent Clinical Decision Assistance System Zhuochen Jin Jingshun Yang Shuyuan Cui David Gotz Jimeng Sun Nan Cao 72 31 0 06 Nov 2018
RAIM: Recurrent Attentive and Intensive Model of Multimodal Patient Monitoring Data Yanbo Xu Siddharth Biswal S. Deshpande K. Maher Jimeng Sun 86 168 0 23 Jul 2018
Clinical Text Classification with Rule-based Features and Knowledge-guided Convolutional Neural Networks Liang Yao Chengsheng Mao Yuan Luo 66 152 0 17 Jul 2018
Natural Language Processing for EHR-Based Computational Phenotyping Zexian Zeng Yu Deng Xiaoyu Li Tristan Naumann Yuan Luo 97 149 0 13 Jun 2018
Chief complaint classification with recurrent neural networks Scott H. Lee Drew Levin Patrick D. Finley C. Heilig 51 30 0 19 May 2018
Sampling-free Uncertainty Estimation in Gated Recurrent Units with Exponential Families Seong Jae Hwang Ronak R. Mehta Hyunwoo J. Kim Vikas Singh BDL UQCV 61 3 0 19 Apr 2018
Bayesian LSTMs in medicine J. Westhuizen Joan Lasenby BDL OOD 49 16 0 05 Jun 2017
Unsupervised Ensemble Ranking of Terms in Electronic Health Record Notes Based on Their Importance to Patients Jinying Chen Hong-ye Yu AI4MH 41 19 0 01 Mar 2017
Structured prediction models for RNN based sequence labeling in clinical text Abhyuday N. Jagannatha Hong-ye Yu 90 200 0 01 Aug 2016
Learning for Biomedical Information Extraction: Methodological Review of Recent Advances F. Liu Jinying Chen Abhyuday N. Jagannatha Hong-ye Yu 74 60 0 26 Jun 2016