logo
ResearchBunny Logo
A machine learning contest enhances automated freezing of gait detection and reveals time-of-day effects

Medicine and Health

A machine learning contest enhances automated freezing of gait detection and reveals time-of-day effects

A. Salomon, E. Gazit, et al.

This groundbreaking study organized a machine-learning contest to tackle the challenging freezing of gait (FOG) in Parkinson's disease, attracting 1,379 teams and resulting in 24,862 solutions. The winning algorithms not only exhibited remarkable accuracy, but also unveiled new insights into FOG occurrences during daily life. Conducted by a diverse team of experts including Amit Salomon and Leslie C. Kirsch, this research showcases the transformative potential of machine learning in addressing critical medical issues.

00:00
00:00
Playback language: English
Citation Metrics
Citations
0
Influential Citations
0
Reference Count
0

Note: The citation metrics presented here have been sourced from Semantic Scholar and OpenAlex.

Related Publications

Explore these studies to deepen your understanding of the subject.

Automated detection of type 1 ROP, type 2 ROP and A-ROP based on deep learning
Medicine and Health

Automated detection of type 1 ROP, type 2 ROP and A-ROP based on deep learning

E. K. Yenice, C. Kara, et al.

Design and Analysis of a Deep Learning Ensemble Framework Model for the Detection of COVID-19 and Pneumonia Using Large-Scale CT Scan and X-ray Image Datasets
Medicine and Health

Design and Analysis of a Deep Learning Ensemble Framework Model for the Detection of COVID-19 and Pneumonia Using Large-Scale CT Scan and X-ray Image Datasets

X. Xue, S. Chinnaperumal, et al.

Recent Advancements and Perspectives in the Diagnosis of Skin Diseases Using Machine Learning and Deep Learning: A Review
Medicine and Health

Recent Advancements and Perspectives in the Diagnosis of Skin Diseases Using Machine Learning and Deep Learning: A Review

J. Zhang, F. Zhong, et al.

Time of day and sleep effects on motor acquisition and consolidation
Health and Fitness

Time of day and sleep effects on motor acquisition and consolidation

C. Truong, C. Ruffino, et al.

Listen, Learn & Level Up
Over 10,000 hours of research content in 25+ fields, available in 12+ languages.
No more digging through PDFs, just hit play and absorb the world's latest research in your language, on your time.
listen to research audio papers with researchbunny