Deepr: A Convolutional Net for Medical Records

26 July 2016

Papers citing "Deepr: A Convolutional Net for Medical Records"

35 / 35 papers shown

Title
Unveiling Discrete Clues: Superior Healthcare Predictions for Rare Diseases Chuang Zhao Hui Tang Jiheng Zhang Xiaomeng Li 44 0 0 23 Jan 2025
Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval Pengcheng Jiang Cao Xiao Minhao Jiang Parminder Bhatia Taha A. Kass-Hout Jimeng Sun Jiawei Han RALM AI4MH 53 4 0 06 Oct 2024
Dynamic Hypergraph-Enhanced Prediction of Sequential Medical Visits Wangying Yang Zitao Zheng Shi Bo Zhizhong Wu Bo Zhang 40 11 0 08 Aug 2024
TACCO: Task-guided Co-clustering of Clinical Concepts and Patient Visits for Disease Subtyping based on EHR Data Ziyang Zhang Hejie Cui Ran Xu Yuzhang Xie Joyce C. Ho Carl Yang CML 37 2 0 14 Jun 2024
Time-aware Heterogeneous Graph Transformer with Adaptive Attention Merging for Health Event Prediction Shibo Li Hengliang Cheng Weihua Li 27 0 0 23 Apr 2024
CPLLM: Clinical Prediction with Large Language Models Ofir Ben Shoham Nadav Rappoport LM&MA 34 26 0 20 Sep 2023
Personalized Event Prediction for Electronic Health Records Jeong Min Lee Milos Hauskrecht 20 0 0 21 Aug 2023
sEHR-CE: Language modelling of structured EHR data for efficient and generalizable patient cohort expansion Anna Munoz-Farre Harry Rose S. A. Cakiroglu 11 4 0 30 Nov 2022
Learning to Adapt Clinical Sequences with Residual Mixture of Experts Jeong Min Lee Milos Hauskrecht AI4TS 14 0 0 06 Apr 2022
Unifying Heterogeneous Electronic Health Records Systems via Text-Based Code Embedding Kyunghoon Hur Jiyoung Lee Jungwoo Oh Wesley Price Young-Hak Kim Edward Choi 40 17 0 08 Aug 2021
Transfer Learning in Electronic Health Records through Clinical Concept Embedding J. R. A. Solares Yajie Zhu A. Hassaine Shishir Rao Yikuan Li M. Mamouei D. Canoy K. Rahimi G. Salimi-Khorshidi 34 6 0 27 Jul 2021
Deep learning for temporal data representation in electronic health records: A systematic review of challenges and methodologies F. Xie Han Yuan Yilin Ning M. Ong Mengling Feng W. Hsu B. Chakraborty Nan Liu 32 84 0 21 Jul 2021
Hi-BEHRT: Hierarchical Transformer-based model for accurate prediction of clinical events using multimodal longitudinal electronic health records Yikuan Li M. Mamouei G. Salimi-Khorshidi Shishir Rao A. Hassaine D. Canoy Thomas Lukasiewicz K. Rahimi 29 76 0 21 Jun 2021
Self-Supervised Graph Learning with Hyperbolic Embedding for Temporal Health Event Prediction Chang Lu Chandan K. Reddy Yue Ning 27 27 0 09 Jun 2021
Collaborative Graph Learning with Auxiliary Text for Temporal Event Prediction in Healthcare Chang Lu Chandan K. Reddy Prithwish Chakraborty Samantha Kleinberg Yue Ning 23 57 0 16 May 2021
BiteNet: Bidirectional Temporal Encoder Network to Predict Medical Outcomes Xueping Peng Guodong Long Tao Shen Sen Wang Jing Jiang Chengqi Zhang 14 15 0 24 Sep 2020
PREMIER: Personalized REcommendation for Medical prescrIptions from Electronic Records Suman Bhoi M. Lee W. Hsu 23 12 0 28 Aug 2020
A Dynamic Deep Neural Network For Multimodal Clinical Data Analysis Maria Hügle Gabriel Kalweit T. Huegle Joschka Boedecker BDL 19 20 0 14 Aug 2020
Comparative Visual Analytics for Assessing Medical Records with Sequence Embedding Rongchen Guo Takanori Fujiwara Yiran Li K. Lima S. Sen N. Tran K. Ma 14 31 0 18 Feb 2020
Secondary Use of Electronic Health Record: Opportunities and Challenges S. M. Shah Rizwan Ahmed Khan 23 77 0 26 Jan 2020
Language Models Are An Effective Patient Representation Learning Technique For Electronic Health Record Data E. Steinberg Kenneth Jung Jason Alan Fries Conor K. Corbin Stephen R. Pfohl N. Shah 26 103 0 06 Jan 2020
Obesity Prediction with EHR Data: A deep learning approach with interpretable elements Mehak Gupta T. Phan Timothy Bunnell Rahmatollah Beheshti 30 67 0 05 Dec 2019
Representation Learning for Electronic Health Records W. Weng Peter Szolovits 36 19 0 19 Sep 2019
BEHRT: Transformer for Electronic Health Records Yikuan Li Shishir Rao J. R. A. Solares A. Hassaine D. Canoy Yajie Zhu K. Rahimi G. Salimi-Khorshidi OOD 13 443 0 22 Jul 2019
Transfer Learning for Clinical Time Series Analysis using Deep Neural Networks Priyanka Gupta Pankaj Malhotra Jyoti Narwariya L. Vig Gautam M. Shroff AI4TS 27 61 0 01 Apr 2019
Learning Hierarchical Representations of Electronic Health Records for Clinical Outcome Prediction Luchen Liu Haoran Li Zhiting Hu Haoran Shi Zichang Wang Jian Tang Ming Zhang BDL 19 29 0 20 Mar 2019
SECNLP: A Survey of Embeddings in Clinical Natural Language Processing Katikapalli Subramanyam Kalyan S. Sangeetha 17 82 0 04 Mar 2019
Predicting Inpatient Discharge Prioritization With Electronic Health Records Anand Avati Stephen R. Pfohl Chris Lin Thao Nguyen Meng Zhang P. Hwang Jessica Wetstone Kenneth Jung A. Ng N. Shah 27 5 0 02 Dec 2018
Learning Deep Representations from Clinical Data for Chronic Kidney Disease D. Luong V. Chandola 29 1 0 01 Oct 2018
Medical Concept Embedding with Time-Aware Attention Xiangrui Cai Jinyang Gao K. Ngiam Beng Chin Ooi Ying Zhang Xiaojie Yuan 32 64 0 06 Jun 2018
Learning the Joint Representation of Heterogeneous Temporal Events for Clinical Endpoint Prediction Luchen Liu Jianhao Shen Ming Zhang Zichang Wang Jian Tang 21 44 0 13 Mar 2018
Predicting Discharge Medications at Admission Time Based on Deep Learning Yu’an Yang P. Xie Xin Gao C. Cheng Yuan Li Hongbao Zhang Eric Xing BDL 46 10 0 04 Nov 2017
EMR-based medical knowledge representation and inference via Markov random fields and distributed representation learning Chao Zhao Jingchi Jiang Y. Guan 18 39 0 20 Sep 2017
Deep EHR: A Survey of Recent Advances in Deep Learning Techniques for Electronic Health Record (EHR) Analysis B. Shickel P. Tighe A. Bihorac Parisa Rashidi BDL 19 1,094 0 12 Jun 2017
Recurrent Neural Networks for Multivariate Time Series with Missing Values Zhengping Che S. Purushotham Kyunghyun Cho David Sontag Yan Liu AI4TS 246 1,902 0 06 Jun 2016