Machine Learning Decision Support for Detecting Lipohypertrophy With Bedside Ultrasound: Proof-of-Concept Study

Ela Bandari   ^{1 *} , BSc ;   Tomas Beuzen   ^{1 *} , DPhil ;   Lara Habashy   ^{1 *} , BMath ;   Javairia Raza   ^{1 *} , BSc ;   Xudong Yang   ^{1 *} , BA ;   Jordanna Kapeluto   ^{2, 3} , MD ;   Graydon Meneilly   ^{2, 4} , MD ;   Kenneth Madden   ^{2, 4, 5} , MSc, MD

¹ Data Science Program, University of British Columbia, Vancouver, BC, Canada

² Gerontology and Diabetes Research Laboratory, University of British Columbia, Vancouver, BC, Canada

³ Division of Endocrinology, Department of Medicine, University of British Columbia, Vancouver, BC, Canada

⁴ Division of Geriatric Medicine, Department of Medicine, University of British Columbia, Vancouver, BC, Canada

⁵ Centre for Hip Health and Mobility, Vancouver, BC, Canada

*these authors contributed equally