Medical AI

Automated Screening of Speech Development Issues in Children by Identifying Phonological Error Patterns Interspeech 2016 Automatic Detection of Parkinson’s Disease Based on Modulated Vowels Interspeech 2016 Behavioral Coding of Therapist Language in Addiction Counseling Using Recurrent Neural Networks Interspeech 2016 Combining Non-Pathological Data of Different Language Varieties to Improve DNN-HMM Performance on Pathological Speech Interspeech 2016 Coupled Harmonic Bases for Longitudinal Characterization of Brain Networks CVPR 2016 Deep Neural Networks for Voice Quality Assessment Based on the GRBAS Scale Interspeech 2016 Detecting Mild Cognitive Impairment from Spontaneous Speech by Correlation-Based Phonetic Feature Selection Interspeech 2016 Differential Effects of Velopharyngeal Dysfunction on Speech Intelligibility During Early and Late Stages of Amyotrophic Lateral Sclerosis Interspeech 2016 Disease Trajectory Maps NeurIPS 2016 Does She Speak RTT? Towards an Earlier Identification of Rett Syndrome Through Intelligent Pre-Linguistic Vocalisation Analysis Interspeech 2016 Evaluation of a Phone-Based Anomaly Detection Approach for Dysarthric Speech Interspeech 2016 Hierarchical Span-Based Conditional Random Fields for Labeling and Segmenting Events in Wearable Sensor Data Streams ICML 2016 Joint Bayesian Modelling of Internal Dependencies and Relevant Multimorbidities of a Heterogeneous Disease PGM 2016 Learning Parameters of Hybrid Time Bayesian Networks PGM 2016 Making Large Cox’s Proportional Hazard Models Tractable in Bayesian Networks PGM 2016 Observational-Interventional Priors for Dose-Response Learning NeurIPS 2016 Patient Risk Stratification with Time-Varying Parameters: A Multitask Learning Approach JMLR 2016 Predicting Severity of Voice Disorder from DNN-HMM Acoustic Posteriors Interspeech 2016 RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism NeurIPS 2016 Robotic Assistance in Coordination of Patient Care RSS 2016 Sparse Parameter Recovery from Aggregated Data ICML 2016 Structure-Leveraged Methods in Breast Cancer Risk Prediction JMLR 2016 Support Vector Hazards Machine: A Counting Process Framework for Learning Risk Scores for Censored Outcomes JMLR 2016 Toward Development and Evaluation of Pain Level-Rating Scale for Emergency Triage based on Vocal Characteristics and Facial Expressions Interspeech 2016 Towards an Automated Screening Tool for Developmental Speech and Language Impairments Interspeech 2016