5 papers
Chronic Stress, Immune Suppression, and Cancer Occurrence: Unveiling the Connection using Survey Data and Predictive Models
Teddy Lazebnik, Vered Aharonson
Chronic stress was implicated in cancer occurrence, but a direct causal connection has not been consistently established. Machine learning and causal modeling offer opportunities t…
Source -Free Domain Adaptation for Speaker Verification in Data-Scarce Languages and Noisy Channels
Shlomo Salo Elia, Aviad Malachi, Vered Aharonson +1
Domain adaptation is often hampered by exceedingly small target datasets and inaccessible source data. These conditions are prevalent in speech verification, where privacy policies…
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…
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…
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…