Medical AI

PriMock57: A Dataset Of Primary Care Mock Consultations ACL 2022 Prior Adaptive Semi-supervised Learning with Application to EHR Phenotyping JMLR 2022 PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning EMNLP 2022 Quantifying Clinical Outcome Measures in Patients with Epilepsy Using the Electronic Health Record ACL 2022 Readability Controllable Biomedical Document Summarization EMNLP 2022 RealMedDial: A Real Telemedical Dialogue Dataset Collected from Online Chinese Short-Video Clips COLING 2022 ScAN: Suicide Attempt and Ideation Events Dataset NAACL 2022 SMPL-A: Modeling Person-Specific Deformable Anatomy CVPR 2022 SODEN: A Scalable Continuous-Time Survival Model through Ordinary Differential Equation Networks JMLR 2022 SoQal: Selective Oracle Questioning for Consistency Based Active Learning of Cardiac Signals ICML 2022 Speaker Trait Enhancement for Cochlear Implant Users: A Case Study for Speaker Emotion Perception Interspeech 2022 Specializing Static and Contextual Embeddings in the Medical Domain Using Knowledge Graphs: Let’s Keep It Simple EMNLP 2022 Speech Acoustics in Mild Cognitive Impairment and Parkinson's Disease With and Without Concurrent Drawing Tasks Interspeech 2022 Speech intelligibility of simulated hearing loss sounds and its prediction using the Gammachirp Envelope Similarity Index (GESI) Interspeech 2022 SSNCSE_NLP@LT-EDI-ACL2022: Speech Recognition for Vulnerable Individuals in Tamil using pre-trained XLSR models ACL 2022 Statistical and clinical utility of multimodal dialogue-based speech and facial metrics for Parkinson's disease assessment Interspeech 2022 Summarizing Patients’ Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models COLING 2022 Supporting Medical Relation Extraction via Causality-Pruned Semantic Dependency Forest COLING 2022 SurDis: A Surface Discontinuity Dataset for Wearable Technology to Assist Blind Navigation in Urban Environments NeurIPS 2022 TB or not TB? Acoustic cough analysis for tuberculosis classification Interspeech 2022 Temporally-Consistent Survival Analysis NeurIPS 2022 The Effectiveness of Time Stretching for Enhancing Dysarthric Speech for Improved Dysarthric Speech Recognition Interspeech 2022 The USMLE® Step 2 Clinical Skills Patient Note Corpus NAACL 2022 Thinking about GPT-3 In-Context Learning for Biomedical IE? Think Again EMNLP 2022 Towards Enhancing Health Coaching Dialogue in Low-Resource Settings COLING 2022