conftrace_

clinical prediction

30 papers

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Co-occurring keywords

electronic health record (266) medical imaging (971) large language model (13587) multimodal learning (4645) multi-task learning (2575) representation learning (6206) foundation model (735) multimodal fusion (303) chest x-ray (118) healthcare datum (10)

Papers

One Panel Does Not Fit All: Case-Adaptive Multi-Agent Deliberation for Clinical Prediction ACL 2026
Toward Better EHR Reasoning in LLMs: Reinforcement Learning with Expert Attention Guidance AAAI 2026
Decode Like a Clinician: Enhancing LLM Fine-Tuning with Temporal Structured Data Representation IJCNLP 2025
Uncertainty Quantification for Clinical Outcome Predictions with (Large) Language Models NAACL 2025
FairEHR-CLP: Towards Fairness-Aware Clinical Predictions with Contrastive Learning in Multimodal Electronic Health Records MLHC 2024
Large Language Models Encode the Practice of Medicine NAACL 2024
RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records ACL 2024
Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest X-ray Generation NIPS 2024
Boosting Transformers and Language Models for Clinical Prediction in Immunotherapy ACL 2023
When Personalization Harms Performance: Reconsidering the Use of Group Attributes in Prediction ICML 2023
Participatory Personalization in Classification NIPS 2023
Multimodal Clinical Benchmark for Emergency Care (MC-BEC): A Comprehensive Benchmark for Evaluating Foundation Models in Emergency Medicine NIPS 2023
EHRSHOT: An EHR Benchmark for Few-Shot Evaluation of Foundation Models NIPS 2023
DuETT: Dual Event Time Transformer for Electronic Health Records MLHC 2023
Updating Clinical Risk Stratification Models Using Rank-Based Compatibility: Approaches for Evaluating and Optimizing Clinician-Model Team Performance MLHC 2023
Race, Gender, and Age Biases in Biomedical Masked Language Models ACL 2023
FBNETGEN: Task-aware GNN-based fMRI Analysis via Functional Brain Network Generation MIDL 2022
Improving information fusion on multimodal clinical data in classification settings EMNLP 2022
Deep Contextual Clinical Prediction with Reverse Distillation AAAI 2021
CheXbreak: Misclassification Identification for Deep Learning Models Interpreting Chest X-rays MLHC 2021
Deep Survival Analysis With Longitudinal X-Rays for COVID-19 ICCV 2021
Dynamic Survival Analysis for EHR Data with Personalized Parametric Distributions MLHC 2021
AdaCare: Explainable Clinical Health Status Representation Learning via Scale-Adaptive Feature Extraction and Recalibration AAAI 2020
A Novel Spatio-Temporal Multi-Task Approach for the Prediction of Diabetes-Related Complication: a Cardiopathy Case of Study IJCAI 2020
Predicting ICU transfers using text messages between nurses and doctors NAACL 2019