Medical AI

Open-Domain Question-Answering for COVID-19 and Other Emergent Domains EMNLP 2021 Optimal Kidney Exchange with Immunosuppressants AAAI 2021 Optimal Minimax Variable Selection for Large-Scale Matrix Linear Regression Model JMLR 2021 Optimising Hearing Aid Fittings for Speech in Noise with a Differentiable Hearing Loss Model Interspeech 2021 Overview of the Sixth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at NAACL 2021 NAACL 2021 PANACEA Cough Sound-Based Diagnosis of COVID-19 for the DiCOVA 2021 Challenge Interspeech 2021 Path dependent structural equation models UAI 2021 Preclinical Stage Alzheimer's Disease Detection Using Magnetic Resonance Image Scans AAAI 2021 Predicting Infectiousness for Proactive Contact Tracing ICLR 2021 Pre-trained Transformer-based Classification and Span Detection Models for Social Media Health Applications NAACL 2021 RareBERT: Transformer Architecture for Rare Disease Patient Identification using Administrative Claims AAAI 2021 Recognising Covid-19 from Coughing Using Ensembles of SVMs and LSTMs with Handcrafted and Deep Audio Features Interspeech 2021 Responsible Prediction Making of COVID-19 Mortality (Student Abstract) AAAI 2021 Robustness and Sensitivity of BERT Models Predicting Alzheimer’s Disease from Text EMNLP 2021 SafeDrug: Dual Molecular Graph Encoders for Recommending Effective and Safe Drug Combinations IJCAI 2021 Save Your Voice: Voice Banking and TTS for Anyone Interspeech 2021 Speech Disorder Classification Using Extended Factorized Hierarchical Variational Auto-Encoders Interspeech 2021 Steering a Historical Disease Forecasting Model Under a Pandemic: Case of Flu and COVID-19 AAAI 2021 Stroke Lesion Outcome Prediction Based on 4D CT Perfusion Data Using Temporal Convolutional Networks MIDL 2021 Subtype-aware Unsupervised Domain Adaptation for Medical Diagnosis AAAI 2021 SurvITE: Learning Heterogeneous Treatment Effects from Time-to-Event Data NeurIPS 2021 The DiCOVA 2021 Challenge — An Encoder-Decoder Approach for COVID-19 Recognition from Coughing Audio Interspeech 2021 The Way to My Heart Is Through Contrastive Learning: Remote Photoplethysmography From Unlabelled Video ICCV 2021 Towards a Better Understanding of VR Sickness: Physical Symptom Prediction for VR Contents AAAI 2021 Towards Automatic Speech Recognition for People with Atypical Speech Interspeech 2021