Medical AI

Recognizing UMLS Semantic Types with Deep Learning EMNLP 2019 Scalable Robust Kidney Exchange AAAI 2019 Separating Wheat from Chaff: Joining Biomedical Knowledge and Patient Data for Repurposing Medications AAAI 2019 Simultaneous Prediction Intervals for Patient-Specific Survival Curves IJCAI 2019 Spatial and Spectral Fingerprint in the Brain: Speaker Identification from Single Trial MEG Signals Interspeech 2019 Syntax-aware Multi-task Graph Convolutional Networks for Biomedical Relation Extraction EMNLP 2019 The CUHK Dysarthric Speech Recognition Systems for English and Cantonese Interspeech 2019 Towards a Speaker Independent Speech-BCI Using Speaker Adaptation Interspeech 2019 Towards Understanding of Medical Randomized Controlled Trials by Conclusion Generation EMNLP 2019 Truly Batch Apprenticeship Learning with Deep Successor Features IJCAI 2019 Use of Beiwe Smartphone App to Identify and Track Speech Decline in Amyotrophic Lateral Sclerosis (ALS) Interspeech 2019 Using Clinical Notes with Time Series Data for ICU Management EMNLP 2019 U-Time: A Fully Convolutional Network for Time Series Segmentation Applied to Sleep Staging NeurIPS 2019 Writing habits and telltale neighbors: analyzing clinical concept usage patterns with sublanguage embeddings EMNLP 2019 WTMED at MEDIQA 2019: A Hybrid Approach to Biomedical Natural Language Inference ACL 2019 3D Human Sensing, Action and Emotion Recognition in Robot Assisted Therapy of Children With Autism CVPR 2018 Adversarial Time-to-Event Modeling ICML 2018 A Hidden Absorbing Semi-Markov Model for Informatively Censored Temporal Data: Learning and Inference JMLR 2018 A Multitask Learning Approach to Assess the Dysarthria Severity in Patients with Parkinson's Disease Interspeech 2018 An End-to-End Deep Learning Framework for Speech Emotion Recognition of Atypical Individuals Interspeech 2018 Auditory Filterbank Learning Using ConvRBM for Infant Cry Classification Interspeech 2018 Automatic Early Detection of Amyotrophic Lateral Sclerosis from Intelligible Speech Using Convolutional Neural Networks Interspeech 2018 Automatic Identification of Drugs and Adverse Drug Reaction Related Tweets EMNLP 2018 AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization with Structured Kernel Learning ICML 2018 Biomedical Document Retrieval for Clinical Decision Support System ACL 2018