Medical AI

Fantastic Features and Where to Find Them: Detecting Cognitive Impairment with a Subsequence Classification Guided Approach EMNLP 2020 Functional Martingale Residual Process for High-Dimensional Cox Regression with Model Averaging JMLR 2020 Generative Adversarial Regularized Mutual Information Policy Gradient Framework for Automatic Diagnosis AAAI 2020 GGPONC: A Corpus of German Medical Text with Rich Metadata Based on Clinical Practice Guidelines EMNLP 2020 Graph-Driven Generative Models for Heterogeneous Multi-Task Learning AAAI 2020 Hearing-Impaired Bio-Inspired Cochlear Models for Real-Time Auditory Applications Interspeech 2020 How Robust are the Estimated Effects of Nonpharmaceutical Interventions against COVID-19? NeurIPS 2020 HyperCore: Hyperbolic and Co-graph Representation for Automatic ICD Coding ACL 2020 Identifying Causal-Effect Inference Failure with Uncertainty-Aware Models NeurIPS 2020 Improving Cognitive Impairment Classification by Generative Neural Network-Based Feature Augmentation Interspeech 2020 Improving the Ability of Deep Neural Networks to Use Information from Multiple Views in Breast Cancer Screening MIDL 2020 Inferring Continuous Treatment Doses from Historical Data via Model-Based Entropy-Regularized Reinforcement Learning ACML 2020 Infusing Disease Knowledge into BERT for Health Question Answering, Medical Inference and Disease Name Recognition EMNLP 2020 Investigating Rich Feature Sources for Conceptual Representation Encoding COLING 2020 Investigation of Phase Distortion on Perceived Speech Quality for Hearing-Impaired Listeners Interspeech 2020 Learning Counterfactual Representations for Estimating Individual Dose-Response Curves AAAI 2020 Learning Data-Driven Drug-Target-Disease Interaction via Neural Tensor Network IJCAI 2020 Learning Regional Attention Convolutional Neural Network for Motion Intention Recognition Based on EEG Data IJCAI 2020 Learning the Graphical Structure of Electronic Health Records with Graph Convolutional Transformer AAAI 2020 Learning to ground medical text in a 3D human atlas CoNLL 2020 Learning Weighted Submanifolds With Variational Autoencoders and Riemannian Variational Autoencoders CVPR 2020 Literature Retrieval for Precision Medicine with Neural Matching and Faceted Summarization EMNLP 2020 LMLFM: Longitudinal Multi-Level Factorization Machine AAAI 2020 Modeling Task Effects on Meaning Representation in the Brain via Zero-Shot MEG Prediction NeurIPS 2020 Multimodal Inductive Transfer Learning for Detection of Alzheimer’s Dementia and its Severity Interspeech 2020