Medical AI

Example-based Explanations with Adversarial Attacks for Respiratory Sound Analysis Interspeech 2022 Exploring Semi-supervised Learning for Audio-based COVID-19 Detection using FixMatch Interspeech 2022 Extracting a Knowledge Base of COVID-19 Events from Social Media COLING 2022 Fair Conformal Predictors for Applications in Medical Imaging AAAI 2022 Fast and More Powerful Selective Inference for Sparse High-Order Interaction Model AAAI 2022 Field Study in Deploying Restless Multi-Armed Bandits: Assisting Non-profits in Improving Maternal and Child Health AAAI 2022 FrenchMedMCQA: A French Multiple-Choice Question Answering Dataset for Medical domain EMNLP 2022 Global Readiness of Language Technology for Healthcare: What Would It Take to Combat the Next Pandemic? COLING 2022 GLOBEM Dataset: Multi-Year Datasets for Longitudinal Human Behavior Modeling Generalization NeurIPS 2022 GPT-D: Inducing Dementia-related Linguistic Anomalies by Deliberate Degradation of Artificial Neural Language Models ACL 2022 Gradient Importance Learning for Incomplete Observations ICLR 2022 Hierarchical Representation-based Dynamic Reasoning Network for Biomedical Question Answering COLING 2022 Horses to Zebras: Ontology-Guided Data Augmentation and Synthesis for ICD-9 Coding ACL 2022 How You Say It Matters: Measuring the Impact of Verbal Disfluency Tags on Automated Dementia Detection ACL 2022 Improving Biomedical Information Retrieval with Neural Retrievers AAAI 2022 Improving information fusion on multimodal clinical data in classification settings EMNLP 2022 Improving Neural Models for Radiology Report Retrieval with Lexicon-based Automated Annotation NAACL 2022 Inferring Multiple Tissue Properties from Magnetic Resonance Fingerprinting Images AAAI 2022 Interpretable Off-Policy Learning via Hyperbox Search ICML 2022 Intra-Inter Subject Self-Supervised Learning for Multivariate Cardiac Signals AAAI 2022 Inverse Contextual Bandits: Learning How Behavior Evolves over Time ICML 2022 Investigating Self-supervised Pretraining Frameworks for Pathological Speech Recognition Interspeech 2022 Investigating the Impact of Speech Compression on the Acoustics of Dysarthric Speech Interspeech 2022 Investigating the Medical Coverage of a Translation System into Pictographs for Patients with an Intellectual Disability ACL 2022 Knowledge Distillation via Constrained Variational Inference AAAI 2022