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

por Saeb, Sohrab, Lonini, Luca, Jayaraman, Arun, Mohr, David C., Kording, Konrad P.
Publicado 2017

Robust active binocular vision through intrinsically motivated learning

por Lonini, Luca, Forestier, Sébastien, Teulière, Céline, Zhao, Yu, Shi, Bertram E., Triesch, Jochen
Publicado 2013

Accelerometry-enabled measurement of walking performance with a robotic exoskeleton: a pilot study

por Lonini, Luca, Shawen, Nicholas, Scanlan, Kathleen, Rymer, William Z., Kording, Konrad P., Jayaraman, Arun
Publicado 2016

Activity Recognition in Individuals Walking With Assistive Devices: The Benefits of Device-Specific Models

por Lonini, Luca, Gupta, Aakash, Deems-Dluhy, Susan, Hoppe-Ludwig, Shenan, Kording, Konrad, Jayaraman, Arun
Publicado 2017

Fall Detection in Individuals With Lower Limb Amputations Using Mobile Phones: Machine Learning Enhances Robustness for Real-World Applications

por Shawen, Nicholas, Lonini, Luca, Mummidisetty, Chaithanya Krishna, Shparii, Ilona, Albert, Mark V, Kording, Konrad, Jayaraman, Arun
Publicado 2017

Addendum of: Fall Detection in Individuals With Lower Limb Amputations Using Mobile Phones: Machine Learning Enhances Robustness for Real-World Applications

por Shawen, Nicholas, Lonini, Luca, Mummidisetty, Chaithanya Krishna, Shparii, Ilona, Albert, Mark V, Kording, Konrad, Jayaraman, Arun
Publicado 2017

Using and understanding cross-validation strategies. Perspectives on Saeb et al.

por Little, Max A, Varoquaux, Gael, Saeb, Sohrab, Lonini, Luca, Jayaraman, Arun, Mohr, David C, Kording, Konrad P
Publicado 2017

Combining Accelerometer and GPS Features to Evaluate Community Mobility in Knee Ankle Foot Orthoses (KAFO) Users

por Lonini, Luca, Shawen, Nicholas, Hoppe-Ludwig, Shenan, Deems-Dluhy, Susan, Mummidisetty, Chaithanya K., Eisenberg, Yochai, Jayaraman, Arun
Publicado 2021

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

por Lonini, Luca, Dai, Andrew, Shawen, Nicholas, Simuni, Tanya, Poon, Cynthia, Shimanovich, Leo, Daeschler, Margaret, Ghaffari, Roozbeh, Rogers, John A., Jayaraman, Arun
Publicado 2018

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

por Shawen, Nicholas, O’Brien, Megan K., Venkatesan, Sanjeev, Lonini, Luca, Simuni, Tanya, Hamilton, Jamie L., Ghaffari, Roozbeh, Rogers, John A., Jayaraman, Arun
Publicado 2020