Deborah Apthorp

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 7

Top Topics

Data Pre Processing

Machine Learning

Disease Progression

Top Venues

Nursing Informatics

Artif. Intell. Medicine

Publications

Wenbo Ge, Christian Lück, Hanna Suominen, Deborah Apthorp
Has machine learning over-promised in healthcare?: A critical analysis and a proposal for improved evaluation, with evidence from Parkinson's disease. Artif. Intell. Medicine 139 (2023)
Robin Vlieger, Hanna Suominen, Deborah Apthorp, Christian J. Lück, Elena Daskalaki
Evaluating methods of oversampling and averaging resting-state electroencephalography data in classifying Parkinson's disease. EMBC (2023)
Robin Vlieger, Elena Daskalaki, Deborah Apthorp, Christian J. Lück, Hanna Suominen
Evaluating Effects of Resting-State Electroencephalography Data Pre-Processing on a Machine Learning Task for Parkinson's Disease. MedInfo (2023)
Wenbo Ge, Deborah Apthorp, Christian Lück, Hanna Suominen
Which Features of Postural Sway are Effective in Distinguishing Parkinson's Disease Patients from Controls? An Experimental Investigation. BIBM (2021)
Hanna Suominen, Mehika Manocha, Jane Desborough, Anne Parkinson, Deborah Apthorp
Finger Tapping Measures for Parkinson's Disease: Preliminary Evaluation of an Android Application for Data Collection in Australia. Nursing Informatics (2021)
Robin Vlieger, Elena Daskalaki, Deborah Apthorp, Christian J. Lück, Hanna Suominen
The Use of Event-Related Potentials and Machine Learning to Improve Diagnostic Testing and Prediction of Disease Progression in Parkinson's Disease. Nursing Informatics (2021)
Benjamin Arcioni, Stephen A. Palmisano, Deborah Apthorp, Juno Kim
Postural stability predicts the likelihood of cybersickness in active HMD-based virtual reality. Displays 58 (2019)