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Disease Surveillance

161 directly classified papers

Papers per year

Papers

Investigating the Variability of Voice Quality and Pain Levels as a Function of Multiple Clinical Parameters INTERSPEECH 2019
Functional Connectivity Network Analysis with Discriminative Hub Detection for Brain Disease Identification AAAI 2019
DEFSI: Deep Learning Based Epidemic Forecasting with Synthetic Information AAAI 2019
Personality-Aware Personalized Emotion Recognition from Physiological Signals IJCAI 2018
Bridging the Gap Between Theory and Practice in Influence Maximization: Raising Awareness about HIV among Homeless Youth IJCAI 2018
Gaussian Process Subset Scanning for Anomalous Pattern Detection in Non-iid Data AISTATS 2018
Variational Learning on Aggregate Outputs with Gaussian Processes NIPS 2018
Detecting Tweets Mentioning Drug Name and Adverse Drug Reaction with Hierarchical Tweet Representation and Multi-Head Self-Attention EMNLP 2018
Developing and Evaluating Annotation Procedures for Twitter Data during Hazard Events COLING 2018
Not to Cry Wolf: Distantly Supervised Multitask Learning in Critical Care ICML 2018
Design of Experiments for Model Discrimination Hybridising Analytical and Data-Driven Approaches ICML 2018
CLPsych 2018 Shared Task: Predicting Current and Future Psychological Health from Childhood Essays NAACL 2018
A Psychologically Informed Approach to CLPsych Shared Task 2018 NAACL 2018
AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization with Structured Kernel Learning ICML 2018
A Lightly Supervised Approach to Detect Stuttering in Children's Speech INTERSPEECH 2018
Forecasting Treatment Responses Over Time Using Recurrent Marginal Structural Networks NIPS 2018
Complexity in Speech and its Relation to Emotional Bond in Therapist-Patient Interactions During Suicide Risk Assessment Interviews INTERSPEECH 2017
An analysis of eye-movements during reading for the detection of mild cognitive impairment EMNLP 2017
Glottal Source Features for Automatic Speech-Based Depression Assessment INTERSPEECH 2017
Voice Disguise vs. Impersonation: Acoustic and Perceptual Measurements of Vocal Flexibility in Non Experts INTERSPEECH 2017
Learning from Clinical Judgments: Semi-Markov-Modulated Marked Hawkes Processes for Risk Prognosis ICML 2017
Signal-based Bayesian Seismic Monitoring AISTATS 2017
Vector space models for evaluating semantic fluency in autism ACL 2017
Neurophysiological Vocal Source Modeling for Biomarkers of Disease INTERSPEECH 2016
Parkinson’s Disease Progression Assessment from Speech Using GMM-UBM INTERSPEECH 2016