Dipole: Diagnosis Prediction in Healthcare via Attention-based Bidirectional Recurrent Neural Networks

19 June 2017

Jing Gao

Papers citing "Dipole: Diagnosis Prediction in Healthcare via Attention-based Bidirectional Recurrent Neural Networks"

50 / 136 papers shown

Title
SatHealth: A Multimodal Public Health Dataset with Satellite-based Environmental Factors Yuanlong Wang Pengqi Wang Changchang Yin Ping Zhang LM&MA 15 0 0 16 Jun 2025
No Black Boxes: Interpretable and Interactable Predictive Healthcare with Knowledge-Enhanced Agentic Causal Discovery Xiaoxue Han Pengfei Hu Jun-En Ding Chang Lu Feng Liu Yue Ning 73 0 0 22 May 2025
Large Language Models for Drug Overdose Prediction from Longitudinal Medical Records Md Sultan al Nahian Chris Delcher Daniel Harris Peter Akpunonu Ramakanth Kavuluru LM&MA 83 0 0 16 Apr 2025
Bidirectional Linear Recurrent Models for Sequence-Level Multisource Fusion Qisai Liu Zhanhong Jiang Joshua R. Waite Chao Liu Aditya Balu Soumik Sarkar AI4TS 55 0 0 11 Apr 2025
TRACE: Intra-visit Clinical Event Nowcasting via Effective Patient Trajectory Encoding Yuyang Liang Yankai Chen Yixiang Fang Laks V. S. Lakshmanan Chenhao Ma 74 0 0 29 Mar 2025
No Black Box Anymore: Demystifying Clinical Predictive Modeling with Temporal-Feature Cross Attention Mechanism Yubo Li Xinyu Yao R. Padman FAtt AI4TS 92 0 0 25 Mar 2025
Democratizing Large Language Model-Based Graph Data Augmentation via Latent Knowledge Graphs Yushi Feng Tsai Hor Chan Guosheng Yin Lequan Yu 110 1 0 20 Feb 2025
Self-Explaining Hypergraph Neural Networks for Diagnosis Prediction Leisheng Yu Yanxiao Cai Minxing Zhang Helen Zhou FAtt 462 0 0 15 Feb 2025
Memorize and Rank: Elevating Large Language Models for Clinical Diagnosis Prediction Mingyu Derek Ma Xiaoxuan Wang Yijia Xiao Anthony Cuturrufo Vijay S Nori Eran Halperin Wei Wang ELM 90 2 0 28 Jan 2025
Unveiling Discrete Clues: Superior Healthcare Predictions for Rare Diseases Chuang Zhao Hui Tang Jiheng Zhang Xiaomeng Li 75 0 0 23 Jan 2025
Learning Disease Progression Models That Capture Health Disparities Erica Chiang Divya Shanmugam Ashley N. Beecy Gabriel Sayer Nir Uriel Deborah Estrin N. Garg 104 0 0 20 Dec 2024
MPLite: Multi-Aspect Pretraining for Mining Clinical Health Records Eric Yang Pengfei Hu Xiaoxue Han Yue Ning 73 0 0 17 Nov 2024
Interpretable Predictive Models for Healthcare via Rational Logistic Regression Thiti Suttaket L Vivek Harsha Vardhan Stanley Kok OOD 47 0 0 05 Nov 2024
Explainable Diagnosis Prediction through Neuro-Symbolic Integration Qiuhao Lu Rui Li Elham Sagheb Andrew Wen Jinlian Wang Liwei Wang Jungwei Fan Hongfang Liu 66 1 0 01 Oct 2024
Towards Interpretable End-Stage Renal Disease (ESRD) Prediction: Utilizing Administrative Claims Data with Explainable AI Techniques Yubo Li Saba A. Al-Sayouri R. Padman 70 2 0 18 Sep 2024
Large Language Models in Drug Discovery and Development: From Disease Mechanisms to Clinical Trials Yizhen Zheng Huan Yee Koh M. Yang Li Li Lauren T. May Geoffrey I. Webb Shirui Pan George Church LM&MA 88 13 0 06 Sep 2024
Multi-task Heterogeneous Graph Learning on Electronic Health Records Tsai Hor Chan Guosheng Yin Kyongtae Bae Lequan Yu CML 62 4 0 14 Aug 2024
Dynamic Hypergraph-Enhanced Prediction of Sequential Medical Visits Wangying Yang Zitao Zheng Shi Bo Zhizhong Wu Bo Zhang 79 11 0 08 Aug 2024
MEDFuse: Multimodal EHR Data Fusion with Masked Lab-Test Modeling and Large Language Models T. M. Phan Cong-Tinh Dao Chenwei Wu Jian-Zhe Wang Shun Liu Jun-En Ding David Restrepo Feng Liu Fang-Ming Hung Wen-Chih Peng 48 1 0 17 Jul 2024
Static and multivariate-temporal attentive fusion transformer for readmission risk prediction Zhe Sun Runzhi Li Jing Wang Gang Chen Siyu Yan Lihong Ma 35 0 0 15 Jul 2024
F-FOMAML: GNN-Enhanced Meta-Learning for Peak Period Demand Forecasting with Proxy Data Zexing Xu Linjun Zhang Sitan Yang Rasoul Etesami Hanghang Tong Huan Zhang Jiawei Han AI4TS 78 4 0 23 Jun 2024
Synthesizing Multimodal Electronic Health Records via Predictive Diffusion Models Yuan Zhong Xiaochen Wang Jiaqi Wang Xiaokun Zhang Yaqing Wang Mengdi Huai Cao Xiao Fenglong Ma DiffM MedIm 57 3 0 20 Jun 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 83 2 0 14 Jun 2024
SMART: Towards Pre-trained Missing-Aware Model for Patient Health Status Prediction Zhihao Yu Xu Chu Yujie Jin Yasha Wang Junfeng Zhao 59 3 0 15 May 2024
Predictive Modeling with Temporal Graphical Representation on Electronic Health Records Jiayuan Chen Changchang Yin Yuanlong Wang Ping Zhang 80 5 0 07 May 2024
Time-aware Heterogeneous Graph Transformer with Adaptive Attention Merging for Health Event Prediction Shibo Li Hengliang Cheng Weihua Li 64 0 0 23 Apr 2024
Automated Multi-Task Learning for Joint Disease Prediction on Electronic Health Records Suhan Cui Prasenjit Mitra 82 2 0 06 Mar 2024
Detection of Opioid Users from Reddit Posts via an Attention-based Bidirectional Recurrent Neural Network Yuchen Wang Zhengyu Fang Wei Du Shuai Xu Rong Xu Jing Li 20 0 0 09 Feb 2024
Manipulating Predictions over Discrete Inputs in Machine Teaching Xiaodong Wu Yufei Han H. Dahrouj Jianbing Ni Zhenwen Liang Xiangliang Zhang 64 0 0 31 Jan 2024
Next Visit Diagnosis Prediction via Medical Code-Centric Multimodal Contrastive EHR Modelling with Hierarchical Regularisation Heejoon Koo 89 3 0 22 Jan 2024
Automated Fusion of Multimodal Electronic Health Records for Better Medical Predictions Suhan Cui Jiaqi Wang Yuan Zhong Han Liu Ting Wang Fenglong Ma 69 3 0 20 Jan 2024
MPRE: Multi-perspective Patient Representation Extractor for Disease Prediction Ziyue Yu Jiayi Wang Wuman Luo Rita Tse Giovanni Pau 30 6 0 01 Jan 2024
Predict and Interpret Health Risk using EHR through Typical Patients Zhihao Yu Chaohe Zhang Yasha Wang Wen Tang Jiangtao Wang Liantao Ma 39 6 0 18 Dec 2023
Temporal Supervised Contrastive Learning for Modeling Patient Risk Progression Shahriar Noroozizadeh Jeremy C. Weiss George H. Chen 119 8 0 10 Dec 2023
Hierarchical Pretraining on Multimodal Electronic Health Records Xiaochen Wang Junyu Luo Jiaqi Wang Ziyi Yin Suhan Cui Yuan Zhong Yaqing Wang Fenglong Ma 90 7 0 11 Oct 2023
MedDiffusion: Boosting Health Risk Prediction via Diffusion-based Data Augmentation Yuan Zhong Suhan Cui Jiaqi Wang Xiaochen Wang Ziyi Yin Yaqing Wang Houping Xiao Mengdi Huai Ting Wang Fenglong Ma MedIm 78 3 0 04 Oct 2023
End-to-end Risk Prediction of Atrial Fibrillation from the 12-Lead ECG by Deep Neural Networks Theogene Habineza Antônio H. Ribeiro Daniel Gedon Joachim A. Behar A. L. Ribeiro Thomas B. Schon 21 7 0 28 Sep 2023
Rethinking Human-AI Collaboration in Complex Medical Decision Making: A Case Study in Sepsis Diagnosis Shao Zhang Jianing Yu Xuhai Xu Changchang Yin Yuxuan Lu ... Melanie Tory Lace M. Padilla Jeffrey Caterino Ping Zhang Dakuo Wang 88 44 0 17 Sep 2023
Contrastive Graph Pooling for Explainable Classification of Brain Networks Jiaxing Xu Qingtian Bian Xinhang Li Aihu Zhang Yiping Ke Miao Qiao Wei Zhang Wei Khang Jeremy Sim Balázs Gulyás 67 3 0 07 Jul 2023
PyTrial: Machine Learning Software and Benchmark for Clinical Trial Applications Zifeng Wang B. Theodorou Tianfan Fu Cao Xiao Jimeng Sun LM&MA 67 2 0 06 Jun 2023
Knowledge Graph Embedding with Electronic Health Records Data via Latent Graphical Block Model Junwei Lu Jin Yin Tianxi Cai 54 3 0 31 May 2023
Improving Fairness in AI Models on Electronic Health Records: The Case for Federated Learning Methods Raphael Poulain Mirza Farhan Bin Tarek Rahmatollah Beheshti FedML 70 26 0 19 May 2023
NPRL: Nightly Profile Representation Learning for Early Sepsis Onset Prediction in ICU Trauma Patients Tucker Stewart Katherine Stern G. O’Keefe Ankur Teredesai Juhua Hu 26 0 0 25 Apr 2023
Toward Cohort Intelligence: A Universal Cohort Representation Learning Framework for Electronic Health Record Analysis Changshuo Liu Wenqiao Zhang Beng Chin Ooi J. Yip Lingze Zeng Kaiping Zheng 34 1 0 10 Apr 2023
From Plate to Prevention: A Dietary Nutrient-aided Platform for Health Promotion in Singapore Kaiping Zheng Thao Nguyen Jesslyn Hwei Sing Chong C. E. Goh Melanie Herschel Hee Hoon Lee Changshuo Liu Beng Chin Ooi Wen Wang J. Yip 58 1 0 10 Jan 2023
Wild-Time: A Benchmark of in-the-Wild Distribution Shift over Time Huaxiu Yao Caroline Choi Bochuan Cao Yoonho Lee Pang Wei Koh Chelsea Finn OOD 84 78 0 25 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 47 2 0 15 Nov 2022
Artificial Intelligence for In Silico Clinical Trials: A Review Zifeng Wang Chufan Gao Lucas Glass Jimeng Sun 77 12 0 16 Sep 2022
Deep Stable Representation Learning on Electronic Health Records Yingtao Luo Zhaocheng Liu Qiang Liu OOD BDL CML 74 3 0 03 Sep 2022
Self-supervised Representation Learning on Electronic Health Records with Graph Kernel Infomax Hao-Ren Yao Nairen Cao Katina Russell D. Chang O. Frieder Jeremy T. Fineman SSL 64 1 0 01 Sep 2022