Medical AI

Automated Lay Language Summarization of Biomedical Scientific Reviews AAAI 2021 Automatic Extraction of Speech Rhythm Descriptors for Speech Intelligibility Assessment in the Context of Head and Neck Cancers Interspeech 2021 Automatic Severity Classification of Korean Dysarthric Speech Using Phoneme-Level Pronunciation Features Interspeech 2021 Automatic Speech Recognition of Disordered Speech: Personalized Models Outperforming Human Listeners on Short Phrases Interspeech 2021 BERT based Transformers lead the way in Extraction of Health Information from Social Media NAACL 2021 BERT Goes Brrr: A Venture Towards the Lesser Error in Classifying Medical Self-Reporters on Twitter NAACL 2021 Biomedical Concept Normalization by Leveraging Hypernyms EMNLP 2021 Brain Image Synthesis With Unsupervised Multivariate Canonical CSCl4Net CVPR 2021 Causal Hidden Markov Model for Time Series Disease Forecasting CVPR 2021 Clairvoyance: A Pipeline Toolkit for Medical Time Series ICLR 2021 Classification of COVID-19 from Cough Using Autoregressive Predictive Coding Pretraining and Spectral Data Augmentation Interspeech 2021 Classification of COVID19 tweets using Machine Learning Approaches NAACL 2021 Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration EACL 2021 Clinical Risk Prediction with Temporal Probabilistic Asymmetric Multi-Task Learning AAAI 2021 Clinical Trial of an AI-Augmented Intervention for HIV Prevention in Youth Experiencing Homelessness AAAI 2021 Closing the loop in medical decision support by understanding clinical decision-making: A case study on organ transplantation NeurIPS 2021 Confluent Vessel Trees With Accurate Bifurcations CVPR 2021 Contrastive Learning of Cough Descriptors for Automatic COVID-19 Preliminary Diagnosis Interspeech 2021 CoPHE: A Count-Preserving Hierarchical Evaluation Metric in Large-Scale Multi-Label Text Classification EMNLP 2021 Cough-Based COVID-19 Detection with Contextual Attention Convolutional Neural Networks and Gender Information Interspeech 2021 COVID-19 Detection from Spectral Features on the DiCOVA Dataset Interspeech 2021 Creating Interpretable Data-Driven Approaches for Remote Health Monitoring AAAI 2021 Data-Efficient Reinforcement Learning for Malaria Control IJCAI 2021 Deep Contextual Clinical Prediction with Reverse Distillation AAAI 2021 DeepCOVID: An Operational Deep Learning-driven Framework for Explainable Real-time COVID-19 Forecasting AAAI 2021