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Medical AI

1040 directly classified papers

Papers per year

Papers

JoLT: Jointly Learned Representations of Language and Time-Series for Clinical Time-Series Interpretation (Student Abstract) AAAI 2024
Fusion-Vital: Video-RF Fusion Transformer for Advanced Remote Physiological Measurement AAAI 2024
Collaborative Tooth Motion Diffusion Model in Digital Orthodontics AAAI 2024
Multilingual Speech and Language Analysis for the Assessment of Mild Cognitive Impairment: Outcomes from the Taukadial Challenge INTERSPEECH 2024
FedCD: Federated Semi-Supervised Learning with Class Awareness Balance via Dual Teachers AAAI 2024
Evaluating a 3-factor listener model for prediction of speech intelligibility to hearing-impaired listeners INTERSPEECH 2024
A Cross-Attention Layer coupled with Multimodal Fusion Methods for Recognizing Depression from Spontaneous Speech INTERSPEECH 2024
Large Language Models Are Clinical Reasoners: Reasoning-Aware Diagnosis Framework with Prompt-Generated Rationales AAAI 2024
MedSafetyBench: Evaluating and Improving the Medical Safety of Large Language Models NIPS 2024
PICSR: Prototype-Informed Cross-Silo Router for Federated Learning (Student Abstract) AAAI 2024
MediSwift: Efficient Sparse Pre-trained Biomedical Language Models ACL 2024
Federated Learning for Secure Development of AI Models for Parkinson’s Disease Detection Using Speech from Different Languages INTERSPEECH 2023
Which aspects of motor speech disorder are captured by Mel Frequency Cepstral Coefficients? Evidence from the change in STN-DBS conditions in Parkinson’s disease INTERSPEECH 2023
Detecting Manifest Huntington's Disease Using Vocal Data INTERSPEECH 2023
Exploring multi-task learning and data augmentation in dementia detection with self-supervised pretrained models INTERSPEECH 2023
Knowledge Injection for Disease Names in Logical Inference between Japanese Clinical Texts ACL 2023
Validation of a Task-Independent Cepstral Peak Prominence Measure with Voice Activity Detection INTERSPEECH 2023
HuatuoGPT, Towards Taming Language Model to Be a Doctor EMNLP 2023
Self-Supervised Graph Learning for Long-Tailed Cognitive Diagnosis AAAI 2023
Hindi Chatbot for Supporting Maternal and Child Health Related Queries in Rural India ACL 2023
Tracking the Evolution of Covid-19 Symptoms through Clinical Conversations ACL 2023
Multi-Task Training with In-Domain Language Models for Diagnostic Reasoning ACL 2023
Team Converge at ProbSum 2023: Abstractive Text Summarization of Patient Progress Notes ACL 2023
shs-nlp at RadSum23: Domain-Adaptive Pre-training of Instruction-tuned LLMs for Radiology Report Impression Generation ACL 2023
Investigating Massive Multilingual Pre-Trained Machine Translation Models for Clinical Domain via Transfer Learning ACL 2023