Doctor AI: Predicting Clinical Events via Recurrent Neural Networks

18 November 2015

Jimeng Sun

Papers citing "Doctor AI: Predicting Clinical Events via Recurrent Neural Networks"

50 / 307 papers shown

Title
Privacy-preserving patient clustering for personalized federated learning Ahmed Elhussein Gamze Gursoy FedML OOD 18 8 0 17 Jul 2023
SoK: Comparing Different Membership Inference Attacks with a Comprehensive Benchmark Jun Niu Xiaoyan Zhu Moxuan Zeng Ge Zhang Qingyang Zhao ... Peng Liu Yulong Shen Xiaohong Jiang Jianfeng Ma Yuqing Zhang 49 3 0 12 Jul 2023
Predicting Outcomes in Long COVID Patients with Spatiotemporal Attention Degan Hao M. Negahdar 21 0 0 07 Jul 2023
Deep Attention Q-Network for Personalized Treatment Recommendation Simin Ma Junghwan Lee N. Serban Shihao Yang OffRL 38 5 0 04 Jul 2023
Length of Stay prediction for Hospital Management using Domain Adaptation Lyse Naomi Wamba Momo Nyalleng Moorosi E. Nsoesie F. Rademakers B. De Moor OOD 12 1 0 29 Jun 2023
Event Stream GPT: A Data Pre-processing and Modeling Library for Generative, Pre-trained Transformers over Continuous-time Sequences of Complex Events Matthew B. A. McDermott Bret A. Nestor Peniel Argaw I. Kohane AI4TS 34 21 0 20 Jun 2023
PyTrial: Machine Learning Software and Benchmark for Clinical Trial Applications Zifeng Wang B. Theodorou Tianfan Fu Cao Xiao Jimeng Sun LM&MA 32 2 0 06 Jun 2023
Temporal-spatial Correlation Attention Network for Clinical Data Analysis in Intensive Care Unit Weizhi Nie Yu-Yi Yu Chen Zhang Dan Song Lina Zhao Yunru Bai 32 7 0 03 Jun 2023
Copy Recurrent Neural Network Structure Network Xiaofan Zhou Xunzhu Tang 19 0 0 22 May 2023
GraphCare: Enhancing Healthcare Predictions with Personalized Knowledge Graphs Pengcheng Jiang Cao Xiao Adam Cross Jimeng Sun AI4MH 31 21 0 22 May 2023
Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models Oana Ignat Zhijing Jin Artem Abzaliev Laura Biester Santiago Castro ... Verónica Pérez-Rosas Siqi Shen Zekun Wang Winston Wu Rada Mihalcea LRM 43 6 0 21 May 2023
What We Know So Far: Artificial Intelligence in African Healthcare Naome A. Etori Ebasa Temesgen Maria Gini 20 5 0 10 May 2023
Extracting Diagnosis Pathways from Electronic Health Records Using Deep Reinforcement Learning Lillian Muyama A. Neuraz Adrien Coulet 18 0 0 10 May 2023
Effective Medical Code Prediction via Label Internal Alignment Guodong Liu OffRL 26 0 0 09 May 2023
Predicting COVID-19 and pneumonia complications from admission texts D. Umerenkov O. Cherkashin Alexander Nesterov Victor A. Gombolevskiy I. Demko Alexander Yalunin V. Kokh 13 0 0 05 May 2023
Filling out the missing gaps: Time Series Imputation with Semi-Supervised Learning Karan Aggarwal Jaideep Srivastava AI4TS 35 0 0 09 Apr 2023
Synthetic Data in Healthcare Daniel J. McDuff Theodore R. Curran A. Kadambi MedIm SyDa 60 17 0 06 Apr 2023
Automatic ICD-10 Code Association: A Challenging Task on French Clinical Texts Yakini Tchouka Jean-François Couchot David Laiymani Philippe Selles Azzedine Rahmani 41 3 0 06 Apr 2023
The Shaky Foundations of Clinical Foundation Models: A Survey of Large Language Models and Foundation Models for EMRs Michael Wornow Yizhe Xu Rahul Thapa Birju S. Patel E. Steinberg Scott L. Fleming M. Pfeffer Jason Alan Fries N. Shah LM&MA 30 32 0 22 Mar 2023
ExBEHRT: Extended Transformer for Electronic Health Records to Predict Disease Subtypes & Progressions M. Rupp Oriane Peter T. Pattipaka 30 9 0 22 Mar 2023
Rediscovery of CNN's Versatility for Text-based Encoding of Raw Electronic Health Records Eunbyeol Cho Min Jae Lee Kyunghoon Hur Jiyoun Kim Jinsung Yoon Edward Choi 24 0 0 15 Mar 2023
Is In-hospital Meta-information Useful for Abstractive Discharge Summary Generation? Kenichiro Ando Mamoru Komachi T. Okumura Hiromasa Horiguchi Yuji Matsumoto 17 2 0 10 Mar 2023
Predicting Visit Cost of Obstructive Sleep Apnea using Electronic Healthcare Records with Transformer Zhaoyang Chen Lina Siltala-Li Mikko Lassila Pekka Malo Eeva Vilkkumaa T. Saaresranta A. Virkki 29 4 0 28 Jan 2023
Enhancing the prediction of disease outcomes using electronic health records and pretrained deep learning models Zhichao Yang Weisong Liu D. Berlowitz Hongfeng Yu AI4CE 22 0 0 22 Dec 2022
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
UniHPF : Universal Healthcare Predictive Framework with Zero Domain Knowledge Kyunghoon Hur Jungwoo Oh Junu Kim Jiyoun Kim Min Jae Lee Eunbyeol Cho Seong-Eun Moon Young-Hak Kim Edward Choi 37 5 0 15 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 18 2 0 15 Nov 2022
Universal EHR Federated Learning Framework Junu Kim Kyunghoon Hur Seongjun Yang Edward Choi FedML 24 2 0 14 Nov 2022
Improving Medical Predictions by Irregular Multimodal Electronic Health Records Modeling Xinlu Zhang Shiyang Li Zhiyu Zoey Chen Xifeng Yan Linda R. Petzold AI4TS 57 27 0 18 Oct 2022
PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning Zifeng Wang Jimeng Sun 27 30 0 11 Oct 2022
Artificial Intelligence for In Silico Clinical Trials: A Review Zifeng Wang Chufan Gao Lucas Glass Jimeng Sun 41 12 0 16 Sep 2022
A Comprehensive Benchmark for COVID-19 Predictive Modeling Using Electronic Health Records in Intensive Care Junyi Gao Yinghao Zhu Wenqing Wang Yasha Wang Wen Tang Ewen M. Harrison Liantao Ma OOD 37 15 0 16 Sep 2022
Modelling Patient Trajectories Using Multimodal Information J. F. Silva S. Matos 11 5 0 09 Sep 2022
GenHPF: General Healthcare Predictive Framework with Multi-task Multi-source Learning Kyunghoon Hur Jungwoo Oh Junu Kim Jiyoun Kim Min Jae Lee Eunbyeol Choi Seong-Eun Moon Young-Hak Kim Louis Atallah Edward Choi AI4TS 22 22 0 20 Jul 2022
Modeling Long-term Dependencies and Short-term Correlations in Patient Journey Data with Temporal Attention Networks for Health Prediction Yuxi Liu Zhenhao Zhang Antonio Jimeno Yepes Flora D. Salim 28 10 0 13 Jul 2022
PLM-ICD: Automatic ICD Coding with Pretrained Language Models Chao-Wei Huang Shang-Chi Tsai Yun-Nung Chen 43 49 0 12 Jul 2022
On Efficient Approximate Queries over Machine Learning Models Dujian Ding S. Amer-Yahia L. Lakshmanan 32 5 0 06 Jun 2022
DeepJoint: Robust Survival Modelling Under Clinical Presence Shift Vincent Jeanselme G. Martin Niels Peek M. Sperrin Brian D. M. Tom Jessica Barrett OOD 34 4 0 26 May 2022
Individualized Risk Assessment of Preoperative Opioid Use by Interpretable Neural Network Regression Yuming Sun Jian Kang Chad Brummett Yi Li AI4CE 12 1 0 07 May 2022
CATNet: Cross-event Attention-based Time-aware Network for Medical Event Prediction Sicen Liu Xiaolong Wang Yang Xiang Huiqin Xu Hui Wang Buzhou Tang AI4TS 30 10 0 29 Apr 2022
Determinantal Point Process Likelihoods for Sequential Recommendation Yuli Liu Christian J. Walder Lexing Xie 29 13 0 25 Apr 2022
SurvLatent ODE : A Neural ODE based time-to-event model with competing risks for longitudinal data improves cancer-associated Venous Thromboembolism (VTE) prediction I. Moon S. Groha A. Gusev BDL 28 10 0 20 Apr 2022
Unsupervised Probabilistic Models for Sequential Electronic Health Records Alan Kaplan John D Greene Vincent X. Liu Priyadip Ray 34 2 0 15 Apr 2022
Hierarchical BERT for Medical Document Understanding Ning Zhang Maciej Jankowski 19 10 0 11 Mar 2022
AutoMap: Automatic Medical Code Mapping for Clinical Prediction Model Deployment Zhenbang Wu Cao Xiao Lucas Glass David M. Liebovitz Jimeng Sun 48 5 0 04 Mar 2022
Multimodal data matters: language model pre-training over structured and unstructured electronic health records Sicen Liu Xiaolong Wang Yongshuai Hou Ge Li Hui Wang Huiqin Xu Yang Xiang Buzhou Tang 52 30 0 25 Jan 2022
Label Dependent Attention Model for Disease Risk Prediction Using Multimodal Electronic Health Records Shuai Niu Qing Yin Yunya Song Yike Guo Xian Yang 34 10 0 18 Jan 2022
A Unified Review of Deep Learning for Automated Medical Coding Shaoxiong Ji Wei Sun Xiaobo Li Hang Dong Ara Taalas Yijia Zhang Honghan Wu Esa Pitkänen Pekka Marttinen AI4TS MedIm 41 27 0 08 Jan 2022
Context-aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs Chang Lu Tian Han Yue Ning 26 40 0 09 Dec 2021
Efficient Symptom Inquiring and Diagnosis via Adaptive Alignment of Reinforcement Learning and Classification Hongyi Yuan Sheng Yu 27 15 0 01 Dec 2021