Published on in Vol 22, No 5 (2020): May

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/16669, first published .
Autoencoder as a New Method for Maintaining Data Privacy While Analyzing Videos of Patients With Motor Dysfunction: Proof-of-Concept Study

Autoencoder as a New Method for Maintaining Data Privacy While Analyzing Videos of Patients With Motor Dysfunction: Proof-of-Concept Study

Autoencoder as a New Method for Maintaining Data Privacy While Analyzing Videos of Patients With Motor Dysfunction: Proof-of-Concept Study

Marcus D'Souza 1*, MD;  Caspar E P Van Munster 2*, MD;  Jonas F Dorn 3, PhD;  Alexis Dorier 3, MSc;  Christian P Kamm 4, 5, MD;  Saskia Steinheimer 5, MD;  Frank Dahlke 3, MD, PhD;  Bernard M J Uitdehaag 2, MD, PhD;  Ludwig Kappos 1, MD;  Matthew Johnson 6, PhD

1 Neurologic Clinic and Policlinic, Departments of Medicine, Biomedicine and Clinical Research, University Hospital Basel and University of Basel, Basel , CH

2 Department of Neurology, Multiple Sclerosis Center Amsterdam, Amsterdam University Medical Centers, Amsterdam , NL

3 Novartis Pharma AG , Basel , CH

4 Neurocenter, Luzerner Kantonsspital , Luzern , CH

5 Department of Neurology, Inselspital, University of Bern, Bern , CH

6 Microsoft Research , Cambridge , GB

*these authors contributed equally

Corresponding Author:

  • Marcus D'Souza, MD
  • Neurologic Clinic and Policlinic
  • Departments of Medicine, Biomedicine and Clinical Research
  • University Hospital Basel and University of Basel
  • Petersgraben 4
  • Basel
  • CH
  • Phone: 41 61-265-4151
  • Email: marcus.dsouza@usb.ch