Frontiers | Medical Internet of Things, Connected Systems and Big Data in Healthcare

Medical Internet of Things, Connected Systems and Big Data in Healthcare

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BRIEF RESEARCH REPORT

Published on 14 May 2019

Application of Machine Learning in a Parkinson's Disease Digital Biomarker Dataset Using Neural Network Construction (NNC) Methodology Discriminates Patient Motor Status

Ioannis G. Tsoulos
Georgia Mitsi
Athanassios Stavrakoudis
Spyros Papapetropoulos

Application of Machine Learning in a Parkinson's Disease Digital Biomarker Dataset Using Neural Network Construction (NNC) Methodology Discriminates Patient Motor Status

doi 10.3389/fict.2019.00010

116,299 views
29 citations

MINI REVIEW

Published on 03 Dec 2018

Better Patient Outcomes Through Mining of Biomedical Big Data

Clemens Suter-Crazzolara

Better Patient Outcomes Through Mining of Biomedical Big Data

doi 10.3389/fict.2018.00030

28,382 views
12 citations

ORIGINAL RESEARCH

Published on 08 Nov 2018

Motor Impairment Estimates via Touchscreen Typing Dynamics Toward Parkinson's Disease Detection From Data Harvested In-the-Wild

Dimitrios Iakovakis
Stelios Hadjidimitriou
Vasileios Charisis
Sevasti Bostantjopoulou
Zoe Katsarou
Lisa Klingelhoefer
Heinz Reichmann
Sofia B. Dias
José A. Diniz
2 more
Leontios J. Hadjileontiadis

Motor Impairment Estimates via Touchscreen Typing Dynamics Toward Parkinson's Disease Detection From Data Harvested In-the-Wild

doi 10.3389/fict.2018.00028

5,747 views
34 citations

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