Machine Learning for Risk Group Identification and User Data Collection in a Herpes Simplex Virus Patient Registry: Algorithm Development and Validation Study

Svitlana Surodina   ^{1, 2} , BSc, MBA ;   Ching Lam   ³ , MEng ;   Svetislav Grbich   ¹ , MSc ;   Madison Milne-Ives   ⁴ , BAS, MSc ;   Michelle van Velthoven   ⁵ , BSc, MSc, PhD ;   Edward Meinert   ^{4, 6} , MA, MSc, MBA, MPA, PhD, CEng FBCS EUR ING

¹ Skein Ltd, London, United Kingdom

² Department of Informatics, King’s College London, London, United Kingdom

³ Institute of Biomedical Engineering, Department of Engineering Science, University of Oxford, Oxford, United Kingdom

⁴ Centre for Health Technology, University of Plymouth, Plymouth, United Kingdom

⁵ Nuffield Department of Primary Health Sciences, Medical Sciences Division, University of Oxford, Oxford, United Kingdom

⁶ Department of Primary Care and Public Health, School of Public Health, Imperial College London, London, United Kingdom