conftrace_

clinical outcome prediction

13 papers

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Co-occurring keywords

electronic health record (266) self-supervised learning (3777) language model (4599) clinical text (191) discharge summary (19) graph neural network (3962) multimodal learning (4645) medical imaging (971) domain adaptation (4595) temporal modeling (468)

Papers

DisGraph-RP: Graph-Augmented Temporal Modeling with Aspect-Based Contrastive Encoding of Discharge Summary for Readmission Prediction EACL 2026
CliniBench: A Clinical Outcome Prediction Benchmark for Generative and Encoder-Based Language Models EACL 2026
Switching State Space Modeling via Constrained Inference for Clinical Outcome Prediction MLHC 2025
CTPD: Cross-Modal Temporal Pattern Discovery for Enhanced Multimodal Electronic Health Records Analysis ACL 2025
Revisiting Clinical Outcome Prediction for MIMIC-IV NAACL 2024
LlamaCare: An Instruction Fine-Tuned Large Language Model for Clinical NLP COLING 2024
Data Drift in Clinical Outcome Prediction from Admission Notes COLING 2024
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
Literature-Augmented Clinical Outcome Prediction NAACL 2022
Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration EACL 2021
Learning to Select Best Forecast Tasks for Clinical Outcome Prediction NIPS 2020
History distribution matching method for predicting effectiveness of HIV combination therapies NIPS 2011