Medical AI

Brain networks enabling speech perception in everyday settings Interspeech 2020 CAiRE-COVID: A Question Answering and Query-focused Multi-Document Summarization System for COVID-19 Scholarly Information Management EMNLP 2020 CancerEmo: A Dataset for Fine-Grained Emotion Detection EMNLP 2020 Can Embeddings Adequately Represent Medical Terminology? New Large-Scale Medical Term Similarity Datasets Have the Answer! AAAI 2020 Censored Quantile Regression Forest AISTATS 2020 Classify Imaginary Mandarin Tones with Cortical EEG Signals Interspeech 2020 Clinician-in-the-Loop Decision Making: Reinforcement Learning with Near-Optimal Set-Valued Policies ICML 2020 Collapsing Bandits and Their Application to Public Health Intervention NeurIPS 2020 Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERT EMNLP 2020 Combining Real-Time Segmentation and Classification of Rehabilitation Exercises with LSTM Networks and Pointwise Boosting AAAI 2020 CONAN: Complementary Pattern Augmentation for Rare Disease Detection AAAI 2020 Covidex: Neural Ranking Models and Keyword Search Infrastructure for the COVID-19 Open Research Dataset EMNLP 2020 DATA-GRU: Dual-Attention Time-Aware Gated Recurrent Unit for Irregular Multivariate Time Series AAAI 2020 DeepAlerts: Deep Learning Based Multi-Horizon Alerts for Clinical Deterioration on Oncology Hospital Wards AAAI 2020 DeepCoDA: personalized interpretability for compositional health data ICML 2020 Deep Mixed Effect Model Using Gaussian Processes: A Personalized and Reliable Prediction for Healthcare AAAI 2020 Detecting and Analysing Spontaneous Oral Cancer Speech in the Wild Interspeech 2020 Developing a Machine Learning Tool for Dynamic Cancer Treatment Strategies AAAI 2020 Doctor2Vec: Dynamic Doctor Representation Learning for Clinical Trial Recruitment AAAI 2020 Dysarthric Speech Recognition Based on Deep Metric Learning Interspeech 2020 ECGadv: Generating Adversarial Electrocardiogram to Misguide Arrhythmia Classification System AAAI 2020 Estimating the effect of COVID-19 on mental health: Linguistic indicators of depression during a global pandemic ACL 2020 Explainable Clinical Decision Support from Text EMNLP 2020 Exploiting Multi-Modal Features from Pre-Trained Networks for Alzheimer’s Dementia Recognition Interspeech 2020 Fairness Evaluation in Presence of Biased Noisy Labels AISTATS 2020