Concepedia

Thomas Ploetz

TP

Statistics

Publications

40

Citations

2K

H-Index

23

Active since

2011

Affiliations

Newcastle University(Current)

Georgia Institute of Technology

Thomas Ploetz is an author at Newcastle University specializing in engineering, health sciences, and data science.

Top concepts

EngineeringHealthData ScienceWearable DevicesPattern RecognitionMachine LearningKinesiologyComputer ScienceHuman MovementMachine Vision

Publications per year

2011–2024

40

Publications

40

Deep, Convolutional, and Recurrent Models for Human Activity Recognition using Wearables

Nils Hammerla, Shane Halloran, Thomas Ploetz · arXiv (Cornell University) · 2016 · 372 citations · Full text

Engineering, Machine Learning, Human Pose Estimation +21

PD Disease State Assessment in Naturalistic Environments Using Deep Learning

Nils Hammerla, James L. Fisher, Péter András et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2015 · 178 citations · Full text

Artificial Intelligence, Assessment System, Engineering +17

On preserving statistical characteristics of accelerometry data using their empirical cumulative distribution

Nils Hammerla, Reuben Kirkham, Péter András et al. · 2013 · 138 citations

Wearable System, Engineering, Machine Learning +24

Cassim Ladha, Nils Hammerla, Emma Hughes et al. · 2013 · 108 citations

Cognitive Science, Behavioral Sciences, Assistive Technology +14

Non-alcoholic fatty liver disease is associated with higher levels of <i>objectively</i> measured sedentary behaviour and lower levels of physical activity than matched healthy controls

Kate Hallsworth, Christian Thoma, Sarah Moore et al. · Frontline Gastroenterology · 2014 · 103 citations · Full text

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