Collaborative Graph Learning with Auxiliary Text for Temporal Event
Prediction in Healthcare

Collaborative Graph Learning with Auxiliary Text for Temporal Event Prediction in Healthcare

16 May 2021

Chandan K. Reddy

Prithwish Chakraborty

Samantha Kleinberg

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Papers citing "Collaborative Graph Learning with Auxiliary Text for Temporal Event Prediction in Healthcare"

10 / 10 papers shown

Title
UdonCare: Hierarchy Pruning for Unseen Domain Discovery in Predictive Healthcare Pengfei Hu Xiaoxue Han Fei Wang Yue Ning OOD 13 0 0 08 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 75 0 0 22 May 2025
Self-Explaining Hypergraph Neural Networks for Diagnosis Prediction Leisheng Yu Yanxiao Cai Minxing Zhang Helen Zhou FAtt 464 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 98 2 0 28 Jan 2025
Multi-modal Graph Learning over UMLS Knowledge Graphs Manuel Burger Gunnar Rätsch Rita Kuznetsova 42 2 0 10 Jul 2023
A Survey on Event Prediction Methods from a Systems Perspective: Bringing Together Disparate Research Areas Janik-Vasily Benzin Stefanie Rinderle-Ma AI4TS 115 2 0 08 Feb 2023
MedFACT: Modeling Medical Feature Correlations in Patient Health Representation Learning via Feature Clustering Xinyu Ma Xu Chu Yasha Wang Hailong Yu Liantao Ma Wen Tang Junfeng Zhao CML 80 1 0 21 Apr 2022
Multi-Label Clinical Time-Series Generation via Conditional GAN C. Lu Chandan K. Reddy Ping Wang Dong Nie Yue Ning SyDa 90 26 0 10 Apr 2022
Context-aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs Chang Lu Tian Han Yue Ning 87 43 0 09 Dec 2021
Self-Supervised Graph Learning with Hyperbolic Embedding for Temporal Health Event Prediction Chang Lu Chandan K. Reddy Yue Ning 62 31 0 09 Jun 2021