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Medical AI

1040 directly classified papers

Papers per year

Papers

Detecting Mild Cognitive Impairment from Spontaneous Speech by Correlation-Based Phonetic Feature Selection INTERSPEECH 2016
Towards an Automated Screening Tool for Developmental Speech and Language Impairments INTERSPEECH 2016
Combining Non-Pathological Data of Different Language Varieties to Improve DNN-HMM Performance on Pathological Speech INTERSPEECH 2016
Behavioral Coding of Therapist Language in Addiction Counseling Using Recurrent Neural Networks INTERSPEECH 2016
Automatic Detection of Parkinson’s Disease Based on Modulated Vowels INTERSPEECH 2016
A Deep Learning Approach to Modeling Empathy in Addiction Counseling INTERSPEECH 2016
Joint Bayesian Modelling of Internal Dependencies and Relevant Multimorbidities of a Heterogeneous Disease PGM 2016
Patient Risk Stratification with Time-Varying Parameters: A Multitask Learning Approach JMLR 2016
Structure-Leveraged Methods in Breast Cancer Risk Prediction JMLR 2016
Automated Screening of Speech Development Issues in Children by Identifying Phonological Error Patterns INTERSPEECH 2016
Deep Neural Networks for Voice Quality Assessment Based on the GRBAS Scale INTERSPEECH 2016
Does She Speak RTT? Towards an Earlier Identification of Rett Syndrome Through Intelligent Pre-Linguistic Vocalisation Analysis INTERSPEECH 2016
Observational-Interventional Priors for Dose-Response Learning NIPS 2016
Disease Trajectory Maps NIPS 2016
RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism NIPS 2016
Towards Minimally Invasive Velar State Detection in Normal and Silent Speech INTERSPEECH 2016
Making Large Cox’s Proportional Hazard Models Tractable in Bayesian Networks PGM 2016
Robotic Assistance in Coordination of Patient Care RSS 2016
A Progressive Explanation of Inference in ‘Hybrid’ Bayesian Networks for Supporting Clinical Decision Making PGM 2016
Appraising UMLS Coverage for Summarizing Medical Evidence COLING 2016
Learning Parameters of Hybrid Time Bayesian Networks PGM 2016
Differential Effects of Velopharyngeal Dysfunction on Speech Intelligibility During Early and Late Stages of Amyotrophic Lateral Sclerosis INTERSPEECH 2016
Sparse Parameter Recovery from Aggregated Data ICML 2016
Generalized Linear Models for Aggregated Data AISTATS 2015
3D Model-Based Continuous Emotion Recognition CVPR 2015