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T. T. Um

4 papers hereh-index 101.5k citations16 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3
  • middle author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.CV3
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20162018
most citedData Augmentation of Wearable Sensor Data for Parkinson's Disease Monitoring using Convolutional Neural Networks

630 citations · 645 across the 3 of their papers we have counts for

collaborators
Showing 2018Show all

2 papers · 1 filter

cs.LG2018★ 3 cited

A Multi-layer Gaussian Process for Motor Symptom Estimation in People with Parkinson's Disease

Muriel Lang, Franz M. J. Pfister, Jakob Fröhner +7

The assessment of Parkinson's disease (PD) poses a significant challenge as it is influenced by various factors which lead to a complex and fluctuating symptom manifestation. Thus,…

cs.CV2018★ 12 cited

Parkinson's Disease Assessment from a Wrist-Worn Wearable Sensor in Free-Living Conditions: Deep Ensemble Learning and Visualization

Terry Taewoong Um, Franz Michael Josef Pfister, Daniel Christian Pichler +5

Parkinson's Disease (PD) is characterized by disorders in motor function such as freezing of gait, rest tremor, rigidity, and slowed and hyposcaled movements. Medication with dopam…

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