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Medical AI

1,320 papers

Papers per year

5
7
102
283
'10
'15
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'25

Papers

Optimal Sparse Survival Trees AISTATS 2024
Fusing Individualized Treatment Rules Using Secondary Outcomes AISTATS 2024
Proximal Causal Inference for Synthetic Control with Surrogates AISTATS 2024
Monitoring machine learning-based risk prediction algorithms in the presence of performativity AISTATS 2024
Federated Learning For Heterogeneous Electronic Health Records Utilising Augmented Temporal Graph Attention Networks AISTATS 2024
Adaptive Discretization for Event PredicTion (ADEPT) AISTATS 2024
Safe and Interpretable Estimation of Optimal Treatment Regimes AISTATS 2024
Electronic Medical Records Assisted Digital Clinical Trial Design AISTATS 2024
Estimating treatment effects from single-arm trials via latent-variable modeling AISTATS 2024
Unveiling Latent Causal Rules: A Temporal Point Process Approach for Abnormal Event Explanation AISTATS 2024
Dynamic Inter-treatment Information Sharing for Individualized Treatment Effects Estimation AISTATS 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
Improving Vietnamese-English Medical Machine Translation COLING 2024
Italian Word Embeddings for the Medical Domain COLING 2024
MKeCL: Medical Knowledge-Enhanced Contrastive Learning for Few-shot Disease Diagnosis COLING 2024
Modeling Low-Resource Health Coaching Dialogues via Neuro-Symbolic Goal Summarization and Text-Units-Text Generation COLING 2024
Accurate Spatial Gene Expression Prediction by Integrating Multi-Resolution Features CVPR 2024
TULIP: Multi-camera 3D Precision Assessment of Parkinson's Disease CVPR 2024
Systematic Comparison of Semi-supervised and Self-supervised Learning for Medical Image Classification CVPR 2024
Representing Part-Whole Hierarchies in Foundation Models by Learning Localizability Composability and Decomposability from Anatomy via Self Supervision CVPR 2024
FairCLIP: Harnessing Fairness in Vision-Language Learning CVPR 2024
SleepVST: Sleep Staging from Near-Infrared Video Signals using Pre-Trained Transformers CVPR 2024
VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis CVPR 2024
OmniMedVQA: A New Large-Scale Comprehensive Evaluation Benchmark for Medical LVLM CVPR 2024