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Papers
CliniBench: A Clinical Outcome Prediction Benchmark for Generative and Encoder-Based Language Models
EACL 2026
DisGraph-RP: Graph-Augmented Temporal Modeling with Aspect-Based Contrastive Encoding of Discharge Summary for Readmission Prediction
EACL 2026
CTPD: Cross-Modal Temporal Pattern Discovery for Enhanced Multimodal Electronic Health Records Analysis
ACL 2025
Switching State Space Modeling via Constrained Inference for Clinical Outcome Prediction
MLHC 2025
Contrastive Learning for Clinical Outcome Prediction with Partial Data Sources
ICML 2024
Data Drift in Clinical Outcome Prediction from Admission Notes
COLING 2024
LlamaCare: An Instruction Fine-Tuned Large Language Model for Clinical NLP
COLING 2024
Revisiting Clinical Outcome Prediction for MIMIC-IV
NAACL 2024
Literature-Augmented Clinical Outcome Prediction
NAACL 2022
PM2F2N: Patient Multi-view Multi-modal Feature Fusion Networks for Clinical Outcome Prediction
EMNLP 2022
Temporal Context Matters: Enhancing Single Image Prediction With Disease Progression Representations
CVPR 2022
Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration
EACL 2021
Learning to Select Best Forecast Tasks for Clinical Outcome Prediction
NeurIPS 2020
History distribution matching method for predicting effectiveness of HIV combination therapies
NeurIPS 2011