conftrace_

disease progression

37 papers

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Co-occurring keywords

medical imaging (971) alzheimer disease (59) amyotrophic lateral sclerosis (18) temporal modeling (468) electronic health record (266) longitudinal datum (33) speech biomarker (8) graph neural network (3962) time series (435) speech analysis (363)

Papers

Prediction of Disease Progression in Multiple Sclerosis Patients using Deep Learning Analysis of MRI Data MIDL 2019
Decomposing feature-level variation with Covariate Gaussian Process Latent Variable Models ICML 2019
ATTAIN: Attention-based Time-Aware LSTM Networks for Disease Progression Modeling IJCAI 2019
Attentive State-Space Modeling of Disease Progression NIPS 2019
Use of Beiwe Smartphone App to Identify and Track Speech Decline in Amyotrophic Lateral Sclerosis (ALS) INTERSPEECH 2019
Apkinson — A Mobile Monitoring Solution for Parkinson’s Disease INTERSPEECH 2017
Classification of Bulbar ALS from Kinematic Features of the Jaw and Lips: Towards Computer-Mediated Assessment INTERSPEECH 2017
Relation of Automatically Extracted Formant Trajectories with Intelligibility Loss and Speaking Rate Decline in Amyotrophic Lateral Sclerosis INTERSPEECH 2016
Parkinson’s Disease Progression Assessment from Speech Using GMM-UBM INTERSPEECH 2016
Efficient Learning of Continuous-Time Hidden Markov Models for Disease Progression NIPS 2015
Probabilistic Event Cascades for Alzheimer's disease NIPS 2012
Priors over Recurrent Continuous Time Processes NIPS 2011