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Medical AI

1040 directly classified papers

Papers per year

Papers

From Hope to Safety: Unlearning Biases of Deep Models via Gradient Penalization in Latent Space AAAI 2024

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

Unraveling Pain Levels: A Data-Uncertainty Guided Approach for Effective Pain Assessment AAAI 2024

Deploying ADVISER: Impact and Lessons from Using Artificial Intelligence for Child Vaccination Uptake in Nigeria AAAI 2024

Collaborative Tooth Motion Diffusion Model in Digital Orthodontics AAAI 2024

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

FedCD: Federated Semi-Supervised Learning with Class Awareness Balance via Dual Teachers AAAI 2024

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

Fusion-Vital: Video-RF Fusion Transformer for Advanced Remote Physiological Measurement AAAI 2024

Large Language Models Are Clinical Reasoners: Reasoning-Aware Diagnosis Framework with Prompt-Generated Rationales AAAI 2024

Deep Reinforcement Learning for Early Diagnosis of Lung Cancer AAAI 2024

Improving Health Information Access in the World’s Largest Maternal Mobile Health Program via Bandit Algorithms AAAI 2024

DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models NIPS 2024

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

IVP-VAE: Modeling EHR Time Series with Initial Value Problem Solvers AAAI 2024

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

Instruction Tuning Large Language Models to Understand Electronic Health Records NIPS 2024

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

FairCLIP: Harnessing Fairness in Vision-Language Learning CVPR 2024

Overcoming Common Flaws in the Evaluation of Selective Classification Systems NIPS 2024

YOLO-Stutter: End-to-end Region-Wise Speech Dysfluency Detection INTERSPEECH 2024

DysArinVox: DYSphonia & DYSarthria mandARIN speech corpus INTERSPEECH 2024

ERVQA: A Dataset to Benchmark the Readiness of Large Vision Language Models in Hospital Environments EMNLP 2024

Unscrambling disease progression at scale: fast inference of event permutations with optimal transport NIPS 2024

Uni-Med: A Unified Medical Generalist Foundation Model For Multi-Task Learning Via Connector-MoE NIPS 2024