Browsing by Author "González Vargas, Andrés Mauricio"

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Angular velocity analysis boosted by machine learning for helping in the differential diagnosis of Parkinson’s Disease and Essential Tremor

Loaiza Duque, Julián David; Sánchez Egea, Antonio José; Reeb, Theresa; González Rojas, Hernán Alberto; González Vargas, Andrés Mauricio (Institute of Electrical and Electronics Engineers (IEEE), 2020-05-11)
Article
Open Access
Recent research has shown that smartphones/smartwatches have a high potential to help physicians to identify and differentiate between different movement disorders. This work aims to develop Machine Learning models to ...
Using machine learning and accelerometry data for differential diagnosis of Parkinson’s disease and essential tremor

Loaiza Duque, Julián D.; González Vargas, Andrés Mauricio; Sánchez Egea, Antonio José; González Rojas, Hernán Alberto (Springer, 2019-10-09)
Part of book or chapter of book
Restricted access - publisher's policy
Parkinson’s disease (PD) and Essential Tremor (ET) are the most common tremor syndromes in the world. Currently, a specific Single Photon Emission Computed Tomography (123I-FP-CIT SPECT) has proven to be an effective tool ...