Healthcare & Medicine › Clinical ›

Medical AI

1040 directly classified papers

Papers per year

Papers

Learning Optimal Dynamic Treatment Regimens Subject to Stagewise Risk Controls JMLR 2024

Fairness in Survival Analysis with Distributionally Robust Optimization JMLR 2024

Linguistically Communicating Uncertainty in Patient-Facing Risk Prediction Models EACL 2024

Design of a Data-driven Intervention Dashboard for SDG Localization IJCAI 2024

How Do Conversational Agents in Healthcare Impact on Patient Agency? EACL 2024

How to use Language Models for Synthetic Text Generation in Cerebrovascular Disease-specific Medical Reports EACL 2024

Automatic Annotation of Dream Report’s Emotional Content with Large Language Models EACL 2024

Therapist Self-Disclosure as a Natural Language Processing Task EACL 2024

Handling Name Errors of a BERT-Based De-Identification System: Insights from Stratified Sampling and Markov-based Pseudonymization EACL 2024

MediTab: Scaling Medical Tabular Data Predictors via Data Consolidation, Enrichment, and Refinement IJCAI 2024

MultifacetEval: Multifaceted Evaluation to Probe LLMs in Mastering Medical Knowledge IJCAI 2024

Energy-Efficient Missing Data Imputation in Wearable Health Applications: A Classifier-aware Statistical Approach IJCAI 2024

Improving Vietnamese-English Medical Machine Translation COLING 2024

GigaPevt: Multimodal Medical Assistant IJCAI 2024

Stage-Aware Learning for Dynamic Treatments JMLR 2024

Guiding Clinical Reasoning with Large Language Models via Knowledge Seeds IJCAI 2024

Unity in Diversity: Collaborative Pre-training Across Multimodal Medical Sources ACL 2024

ChiMed-GPT: A Chinese Medical Large Language Model with Full Training Regime and Better Alignment to Human Preferences ACL 2024

GMAI-MMBench: A Comprehensive Multimodal Evaluation Benchmark Towards General Medical AI NIPS 2024

To Generate or to Retrieve? On the Effectiveness of Artificial Contexts for Medical Open-Domain Question Answering ACL 2024

Toward Conditional Distribution Calibration in Survival Prediction NIPS 2024

DreamCatcher: A Wearer-aware Multi-modal Sleep Event Dataset Based on Earables in Non-restrictive Environments NIPS 2024

MedCalc-Bench: Evaluating Large Language Models for Medical Calculations NIPS 2024

MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making NIPS 2024

Knowledge-Empowered Dynamic Graph Network for Irregularly Sampled Medical Time Series NIPS 2024