Clinical

Automatic Classification of Autistic Child Vocalisations: A Novel Database and Results Interspeech 2017 Bayesian Inference of Individualized Treatment Effects using Multi-task Gaussian Processes NeurIPS 2017 Bayesian Tensor Regression JMLR 2017 ChestX-ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases CVPR 2017 Correlational Dueling Bandits with Application to Clinical Treatment in Large Decision Spaces IJCAI 2017 Cross-Spectral Factor Analysis NeurIPS 2017 Database of Volumetric and Real-Time Vocal Tract MRI for Speech Science Interspeech 2017 Deep Multi-task Gaussian Processes for Survival Analysis with Competing Risks NeurIPS 2017 Depression and Self-Harm Risk Assessment in Online Forums EMNLP 2017 Detrended Partial Cross Correlation for Brain Connectivity Analysis 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 Elicitation Design for Acoustic Depression Classification: An Investigation of Articulation Effort, Linguistic Complexity, and Word Affect Interspeech 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 GUIR at SemEval-2017 Task 12: A Framework for Cross-Domain Clinical Temporal Information Extraction SemEval 2017 Idea density for predicting Alzheimer’s disease from transcribed speech CoNLL 2017 Identifying Empathetic Messages in Online Health Communities IJCNLP 2017 Interpretable Objective Assessment of Dysarthric Speech Based on Deep Neural Networks Interspeech 2017 Joint Sequence Learning and Cross-Modality Convolution for 3D Biomedical Segmentation CVPR 2017 Learning Cost-Effective and Interpretable Treatment Regimes AISTATS 2017 Learning to Diagnose: Assimilating Clinical Narratives using Deep Reinforcement Learning IJCNLP 2017 MDNet: A Semantically and Visually Interpretable Medical Image Diagnosis Network CVPR 2017 Multiscale Semi-Markov Dynamics for Intracortical Brain-Computer Interfaces NeurIPS 2017 Multitask Learning for Mental Health Conditions with Limited Social Media Data EACL 2017