Medical AI

Deep Multi-task Gaussian Processes for Survival Analysis with Competing Risks NeurIPS 2017 DPSCREEN: Dynamic Personalized Screening NeurIPS 2017 EEG-GRAPH: A Factor-Graph-Based Model for Capturing Spatial, Temporal, and Observational Relationships in Electroencephalograms NeurIPS 2017 Enriching Complex Networks with Word Embeddings for Detecting Mild Cognitive Impairment from Speech Transcripts ACL 2017 Evaluation of a Silent Speech Interface Based on Magnetic Sensing and Deep Learning for a Phonetically Rich Vocabulary Interspeech 2017 Interpretable Objective Assessment of Dysarthric Speech Based on Deep Neural Networks Interspeech 2017 Learning Cost-Effective and Interpretable Treatment Regimes AISTATS 2017 Learning to Diagnose: Assimilating Clinical Narratives using Deep Reinforcement Learning IJCNLP 2017 Multiscale Semi-Markov Dynamics for Intracortical Brain-Computer Interfaces NeurIPS 2017 Named Entity Recognition in the Medical Domain with Constrained CRF Models EACL 2017 NLP for Precision Medicine ACL 2017 On Gleaning Knowledge from Multiple Domains for Active Learning IJCAI 2017 Predicting Alzheimer's Disease Cognitive Assessment via Robust Low-Rank Structured Sparse Model IJCAI 2017 Probabilistic Models for Integration Error in the Assessment of Functional Cardiac Models NeurIPS 2017 Recognizing Mentions of Adverse Drug Reaction in Social Media Using Knowledge-Infused Recurrent Models EACL 2017 Re-Inventing Speech — The Biological Way Interspeech 2017 Riemannian Nonlinear Mixed Effects Models: Analyzing Longitudinal Deformations in Neuroimaging CVPR 2017 Sentence Segmentation in Narrative Transcripts from Neuropsychological Tests using Recurrent Convolutional Neural Networks EACL 2017 Simulations of High-Frequency Vocoder on Mandarin Speech Recognition for Acoustic Hearing Preserved Cochlear Implant Interspeech 2017 Speech Enhancement Based on Harmonic Estimation Combined with MMSE to Improve Speech Intelligibility for Cochlear Implant Recipients Interspeech 2017 Unified representation of tractography and diffusion-weighted MRI data using sparse multidimensional arrays NeurIPS 2017 A Deep Learning Approach to Modeling Empathy in Addiction Counseling Interspeech 2016 A Non-parametric Learning Method for Confidently Estimating Patient's Clinical State and Dynamics NeurIPS 2016 Appraising UMLS Coverage for Summarizing Medical Evidence COLING 2016 A Progressive Explanation of Inference in ‘Hybrid’ Bayesian Networks for Supporting Clinical Decision Making PGM 2016