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Medical AI

1040 directly classified papers

Papers per year

Papers

GigaPevt: Multimodal Medical Assistant IJCAI 2024

SADI: Similarity-Aware Diffusion Model-Based Imputation for Incomplete Temporal EHR Data AISTATS 2024

Benchmarking Observational Studies with Experimental Data under Right-Censoring AISTATS 2024

Few-shot Algorithms for Consistent Neural Decoding (FALCON) Benchmark NIPS 2024

Dynamic Inter-treatment Information Sharing for Individualized Treatment Effects Estimation AISTATS 2024

Unveiling Latent Causal Rules: A Temporal Point Process Approach for Abnormal Event Explanation AISTATS 2024

Estimating treatment effects from single-arm trials via latent-variable modeling AISTATS 2024

Safe and Interpretable Estimation of Optimal Treatment Regimes AISTATS 2024

Adaptive Discretization for Event PredicTion (ADEPT) AISTATS 2024

Federated Learning For Heterogeneous Electronic Health Records Utilising Augmented Temporal Graph Attention Networks AISTATS 2024

Monitoring machine learning-based risk prediction algorithms in the presence of performativity AISTATS 2024

Proximal Causal Inference for Synthetic Control with Surrogates AISTATS 2024

Medical Adaptation of Large Language and Vision-Language Models: Are We Making Progress? EMNLP 2024

Fusing Individualized Treatment Rules Using Secondary Outcomes AISTATS 2024

Optimal Sparse Survival Trees AISTATS 2024

Bio-RFX: Refining Biomedical Extraction via Advanced Relation Classification and Structural Constraints EMNLP 2024

CARER - ClinicAl Reasoning-Enhanced Representation for Temporal Health Risk Prediction EMNLP 2024

Beyond Label Attention: Transparency in Language Models for Automated Medical Coding via Dictionary Learning EMNLP 2024

Cochrane-auto: An Aligned Dataset for the Simplification of Biomedical Abstracts EMNLP 2024

CliMedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models in Clinical Scenarios EMNLP 2024

Findings of the WMT 2024 Biomedical Translation Shared Task: Test Sets on Abstract Level EMNLP 2024

An Unsupervised Approach to Achieve Supervised-Level Explainability in Healthcare Records EMNLP 2024

Robustness and Visual Explanation for Black Box Image, Video, and ECG Signal Classification with Reinforcement Learning AAAI 2024

MILD Bot: Multidisciplinary Childhood Cancer Survivor Question-Answering Bot EMNLP 2024

Deep Copula-Based Survival Analysis for Dependent Censoring with Identifiability Guarantees AAAI 2024