Healthcare & Medicine

ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping NeurIPS 2020 ICD Coding from Clinical Text Using Multi-Filter Residual Convolutional Neural Network AAAI 2020 Identifying Causal-Effect Inference Failure with Uncertainty-Aware Models NeurIPS 2020 Identifying Causal Relationships Between Behavior and Local Brain Activity During Natural Conversation Interspeech 2020 Identifying Personal Experience Tweets of Medication Effects Using Pre-trained RoBERTa Language Model and Its Updating EMNLP 2020 Improved Topic Representations of Medical Documents to Assist COVID-19 Literature Exploration EMNLP 2020 Improving Biomedical Analogical Retrieval with Embedding of Structural Dependencies ACL 2020 Improving Cognitive Impairment Classification by Generative Neural Network-Based Feature Augmentation Interspeech 2020 Improving Detection of Alzheimer’s Disease Using Automatic Speech Recognition to Identify High-Quality Segments for More Robust Feature Extraction Interspeech 2020 Improving ECG Classification Using Generative Adversarial Networks AAAI 2020 Improving Molecular Design by Stochastic Iterative Target Augmentation ICML 2020 Improving Tandem Mass Spectra Analysis with Hierarchical Learning IJCAI 2020 Improving the Ability of Deep Neural Networks to Use Information from Multiple Views in Breast Cancer Screening MIDL 2020 Improving the Efficiency of Grammatical Error Correction with Erroneous Span Detection and Correction EMNLP 2020 Incorporating Risk Factor Embeddings in Pre-trained Transformers Improves Sentiment Prediction in Psychiatric Discharge Summaries EMNLP 2020 Incremental Event Detection via Knowledge Consolidation Networks EMNLP 2020 Inferring Continuous Treatment Doses from Historical Data via Model-Based Entropy-Regularized Reinforcement Learning ACML 2020 Influenza Forecasting Framework based on Gaussian Processes ICML 2020 Information Extraction from Swedish Medical Prescriptions with Sig-Transformer Encoder EMNLP 2020 Information Retrieval and Extraction on COVID-19 Clinical Articles Using Graph Community Detection and Bio-BERT Embeddings ACL 2020 Infusing Disease Knowledge into BERT for Health Question Answering, Medical Inference and Disease Name Recognition EMNLP 2020 Instance-Adaptive Graph for EEG Emotion Recognition AAAI 2020 Instance Segmentation of Biological Images Using Harmonic Embeddings CVPR 2020 IntrA: 3D Intracranial Aneurysm Dataset for Deep Learning CVPR 2020 Investigating Rich Feature Sources for Conceptual Representation Encoding COLING 2020