Healthcare & Medicine

Understanding Medical Conversations with Scattered Keyword Attention and Weak Supervision from Responses AAAI 2020 Unsupervised Instance Segmentation in Microscopy Images via Panoptic Domain Adaptation and Task Re-Weighting CVPR 2020 Unsupervised Paraphasia Classification in Aphasic Speech ACL 2020 Using BERT for Qualitative Content Analysis in Psychosocial Online Counseling EMNLP 2020 Using State of the Art Speaker Recognition and Natural Language Processing Technologies to Detect Alzheimer’s Disease and Assess its Severity Interspeech 2020 Utilizing Multimodal Feature Consistency to Detect Adversarial Examples on Clinical Summaries EMNLP 2020 Variational Pathway Reasoning for EEG Emotion Recognition AAAI 2020 Various Approaches for Predicting Stroke Prognosis using Magnetic Resonance Imaging Text Records EMNLP 2020 Visual Question Generation from Radiology Images ACL 2020 Weakly Supervised Medication Regimen Extraction from Medical Conversations EMNLP 2020 What Can Be Transferred: Unsupervised Domain Adaptation for Endoscopic Lesions Segmentation CVPR 2020 When and How to Lift the Lockdown? Global COVID-19 Scenario Analysis and Policy Assessment using Compartmental Gaussian Processes NeurIPS 2020 When Radiology Report Generation Meets Knowledge Graph AAAI 2020 Where’s the Question? A Multi-channel Deep Convolutional Neural Network for Question Identification in Textual Data EMNLP 2020 X-CAL: Explicit Calibration for Survival Analysis NeurIPS 2020 3D multirater RCNN for multimodal multiclass detection and characterisation of extremely small objects MIDL 2019 A2-Net: Molecular Structure Estimation from Cryo-EM Density Volumes AAAI 2019 A Comparison of Word-based and Context-based Representations for Classification Problems in Health Informatics ACL 2019 A Computational Linguistic Study of Personal Recovery in Bipolar Disorder ACL 2019 Adapting Deep Learning Methods for Mental Health Prediction on Social Media EMNLP 2019 Adaptive Activity Monitoring with Uncertainty Quantification in Switching Gaussian Process Models AISTATS 2019 Adaptive Weighting Multi-Field-Of-View CNN for Semantic Segmentation in Pathology CVPR 2019 A Deep Learning-Based System for PharmaCoNER EMNLP 2019 A distantly supervised dataset for automated data extraction from diagnostic studies ACL 2019 Adversarial Learning of Privacy-Preserving Text Representations for De-Identification of Medical Records ACL 2019