Predicting freezing of gait in patients with Parkinson's disease by combination of Manually-Selected and deep learning features

SMOTE: Synthetic Minority Over-sampling Technique

Nitesh V. Chawla, Kevin W. Bowyer, Lawrence Hall et al. · Journal of Artificial Intelligence Research · 2002 · 31.2K citations · Full text

Computing, Computer Science, Data Science +12

Aggregated Residual Transformations for Deep Neural Networks

Saining Xie, Ross Girshick, Piotr Dollár et al. · 2017 · 11.9K citations

Computing, Computer Science, Computer Vision +14

Wearable Assistant for Parkinson’s Disease Patients With the Freezing of Gait Symptom

Marc Bächlin, Meir Plotnik, Daniel Roggen et al. · IEEE Transactions on Information Technology in Biomedicine · 2009 · 697 citations

Medicine, Neurology, Rehabilitation Medicine +17

Automatic detection of freezing of gait events in patients with Parkinson's disease

Evanthia E. Tripoliti, Alexandros T. Tzallas, Markos G. Tsipouras et al. · Computer Methods and Programs in Biomedicine · 2012 · 193 citations

Medicine, Neurology, Neuroscience +14

A Wearable System to Assist Walking of Parkinson´s Disease Patients

Meir Plotnik, Daniel Roggen, Nir Giladi et al. · Methods of Information in Medicine · 2009 · 146 citations

Medicine, Neurology, Rehabilitation Medicine +17