Luca Lonini

The need to approximate the use-case in clinical machine learning

Sohrab Saeb, Luca Lonini, Arun Jayaraman et al. · GigaScience · 2017 · 286 citations · Full text

Computing, Clinical Sciences, Health Informatics +13

Wearable sensors for Parkinson’s disease: which data are worth collecting for training symptom detection models

Luca Lonini, Andrew Dai, Nicholas Shawen et al. · npj Digital Medicine · 2018 · 213 citations · Full text

Computing, Computer Science, Neurology +17

Role of data measurement characteristics in the accurate detection of Parkinson’s disease symptoms using wearable sensors

Nicholas Shawen, Megan K. O’Brien, Sanjeev Venkatesan et al. · Journal of NeuroEngineering and Rehabilitation · 2020 · 105 citations · Full text

Engineering, Health Informatics, Neurology +17

Video-Based Pose Estimation for Gait Analysis in Stroke Survivors during Clinical Assessments: A Proof-of-Concept Study

Luca Lonini, Yaejin Moon, Kyle Embry et al. · Digital Biomarkers · 2022 · 93 citations · Full text

Computing, Health Informatics, Rehabilitation Medicine +17

Rapid Screening of Physiological Changes Associated With COVID-19 Using Soft-Wearables and Structured Activities: A Pilot Study

Luca Lonini, Nicholas Shawen, Olivia K. Botonis et al. · IEEE Journal of Translational Engineering in Health and Medicine · 2021 · 55 citations · Full text

Computing, Health Informatics, Infectious Diseases +15