Detecting Sensitive Mobility Features for Parkinson's Disease Stages Via Machine Learning

Mirelman, Anat; Ben Or Frank, Mor; Melamed, Michal; Granovsky, Lena; Nieuwboer, Alice; Rochester, Lynn; Del Din, Silvia; Avanzino, Laura; Pelosin, Elisa; Bloem, Bastiaan R; Della Croce, Ugo; Cereatti, Andrea; Bonato, Paolo; Camicioli, Richard; Ellis, Theresa; Hamilton, Jamie L; Hass, Chris J; Almeida, Quincy J; Inbal, Maidan; Thaler, Avner; Shirvan, Julia; Cedarbaum, Jesse M; Giladi, Nir; Hausdorff, Jeffrey M

doi:10.1002/mds.28631

It is not clear how specific gait measures reflect disease severity across the disease spectrum in Parkinson's disease (PD).

Detecting Sensitive Mobility Features for Parkinson's Disease Stages Via Machine Learning / Mirelman, A., Ben Or Frank, M., Melamed, M., Granovsky, L., Nieuwboer, A., Rochester, L., Del Din, S., Avanzino, L., Pelosin, E., Bloem, B.R., Della Croce, U., Cereatti, A., Bonato, P., Camicioli, R., Ellis, T., Hamilton, J.L., Hass, C.J., Almeida, Q.J., Inbal, M., Thaler, A., et al.. - In: MOVEMENT DISORDERS. - ISSN 0885-3185. - (2021). [10.1002/mds.28631]