Medical AI

How to leverage the multimodal EHR data for better medical prediction? EMNLP 2021 Identifying professions & occupations in Health-related Social Media using Natural Language Processing NAACL 2021 IIAS: An Intelligent Insurance Assessment System through Online Real-time Conversation Analysis IJCAI 2021 Image Sequence Generation and Analysis via GRU and Attention for Trachomatous Trichiasis Classification MIDL 2021 Inference for the Case Probability in High-dimensional Logistic Regression JMLR 2021 Interactive Video Acquisition and Learning System for Motor Assessment of Parkinson's Disease IJCAI 2021 Interpretable Self-Supervised Facial Micro-Expression Learning to Predict Cognitive State and Neurological Disorders AAAI 2021 Investigating Feature Selection and Explainability for COVID-19 Diagnostics from Cough Sounds Interspeech 2021 Investigating the Interplay Between Affective, Phonatory and Motoric Subsystems in Autism Spectrum Disorder Using a Multimodal Dialogue Agent Interspeech 2021 Investigating the Utility of Multimodal Conversational Technology and Audiovisual Analytic Measures for the Assessment and Monitoring of Amyotrophic Lateral Sclerosis at Scale Interspeech 2021 KFU NLP Team at SMM4H 2021 Tasks: Cross-lingual and Cross-modal BERT-based Models for Adverse Drug Effects NAACL 2021 Leveraging Capsule Routing to Associate Knowledge with Medical Literature Hierarchically EMNLP 2021 Leveraging knowledge sources for detecting self-reports of particular health issues on social media EACL 2021 LISN @ WMT 2021 EMNLP 2021 MLEC-QA: A Chinese Multi-Choice Biomedical Question Answering Dataset EMNLP 2021 Modeling Dysphonia Severity as a Function of Roughness and Breathiness Ratings in the GRBAS Scale Interspeech 2021 MUFASA: Multimodal Fusion Architecture Search for Electronic Health Records AAAI 2021 Multi-series Time-aware Sequence Partitioning for Disease Progression Modeling IJCAI 2021 NADE: A Benchmark for Robust Adverse Drug Events Extraction in Face of Negations EMNLP 2021 Neural Pharmacodynamic State Space Modeling ICML 2021 Non-contact Pain Recognition from Video Sequences with Remote Physiological Measurements Prediction IJCAI 2021 Off-policy Evaluation in Infinite-Horizon Reinforcement Learning with Latent Confounders AISTATS 2021 On Modeling Glottal Source Information for Phonation Assessment in Parkinson’s Disease Interspeech 2021 On Multi-Armed Bandit Designs for Dose-Finding Trials JMLR 2021 On the Generation of Medical Dialogs for COVID-19 ACL 2021