3 papers
cs.CV2020
Automated machine vision enabled detection of movement disorders from hand drawn spirals
Nabeel Seedat, Vered Aharonson, Ilana Schlesinger
A widely used test for the diagnosis of Parkinson's disease (PD) and Essential tremor (ET) is hand-drawn shapes,where the analysis is observationally performed by the examining neu…
cs.LG2020
Machine learning discrimination of Parkinson's Disease stages from walker-mounted sensors data
Nabeel Seedat, Vered Aharonson
Clinical methods that assess gait in Parkinson's Disease (PD) are mostly qualitative. Quantitative methods necessitate costly instrumentation or cumbersome wearable devices, which…
cs.LG2019
Estimation of Body Mass Index from Photographs using Deep Convolutional Neural Networks
Adam Pantanowitz, Emmanuel Cohen, Philippe Gradidge +4
Obesity is an important concern in public health, and Body Mass Index is one of the useful (and proliferant) measures. We use Convolutional Neural Networks to determine Body Mass I…