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Medical AI

1040 directly classified papers

Papers per year

Papers

Scalable Decision-Focused Learning in Restless Multi-Armed Bandits with Application to Maternal and Child Health AAAI 2023

On the Challenges of Using Reinforcement Learning in Precision Drug Dosing: Delay and Prolongedness of Action Effects AAAI 2023

A Fair Incentive Scheme for Community Health Workers AAAI 2023

MTDiag: An Effective Multi-Task Framework for Automatic Diagnosis AAAI 2023

Robust Planning over Restless Groups: Engagement Interventions for a Large-Scale Maternal Telehealth Program AAAI 2023

Correct-by-Construction Reinforcement Learning of Cardiac Pacemakers from Duration Calculus Requirements AAAI 2023

A Cognitive Stimulation Dialogue System with Multi-source Knowledge Fusion for Elders with Cognitive Impairment ACL 2023

ACTA: Short-Answer Grading in High-Stakes Medical Exams ACL 2023

Promoting Fairness in Classification of Quality of Medical Evidence ACL 2023

Improving Automatic KCD Coding: Introducing the KoDAK and an Optimized Tokenization Method for Korean Clinical Documents ACL 2023

Training Models on Oversampled Data and a Novel Multi-class Annotation Scheme for Dementia Detection ACL 2023

Leveraging Natural Language Processing and Clinical Notes for Dementia Detection ACL 2023

Uncovering the Potential for a Weakly Supervised End-to-End Model in Recognising Speech from Patient with Post-Stroke Aphasia ACL 2023

Intersectionality and Testimonial Injustice in Medical Records ACL 2023

Storyline-Centric Detection of Aphasia and Dysarthria in Stroke Patient Transcripts ACL 2023

A Dialogue System for Assessing Activities of Daily Living: Improving Consistency with Grounded Knowledge ACL 2023

Flexible-Cm GAN: Towards Precise 3D Dose Prediction in Radiotherapy CVPR 2023

REFINE: A Fine-Grained Medication Recommendation System Using Deep Learning and Personalized Drug Interaction Modeling NIPS 2023

Optimal Treatment Regimes for Proximal Causal Learning NIPS 2023

Learning the Physics of Particle Transport via Transformers AAAI 2022

Example-based Explanations with Adversarial Attacks for Respiratory Sound Analysis INTERSPEECH 2022

AnEMIC: A Framework for Benchmarking ICD Coding Models EMNLP 2022

MedConQA: Medical Conversational Question Answering System based on Knowledge Graphs EMNLP 2022

Listening with Googlears: Low-Latency Neural Multiframe Beamforming and Equalization for Hearing Aids INTERSPEECH 2022

ELO-SPHERES intelligibility prediction model for the Clarity Prediction Challenge 2022 INTERSPEECH 2022