# DeepFoG: An IMU-Based Detection of Freezing of Gait Episodes in Parkinson’s Disease Patients via Deep Learning

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/deepfog-an-imu-based-detection-of-freezing-of-gait-episodes-in-parkinson-s/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Thomas Bikias,Dimitrios Iakovakis,Stelios Hadjidimitriou,Vasileios Charisis,Leontios J. Hadjileontiadis |
| Citations | 107 |
| DOI | 10.3389/frobt.2021.537384 |
| Fields | Engineering,Health Professions,Medicine |
| Open Access | true |
| OA Status | gold |
| OA URL | https://www.frontiersin.org/articles/10.3389/frobt.2021.537384/pdf |
| OpenAlex ID | https://openalex.org/W3158621908 |
| PMID | 34113654 |
| Type | article |
| Year | 2021 |

## Paper authors

- [Vasileios Charisis](https://scholariq.org/researchers/vasileios-charisis/)

## Paper primary topic

- [Balance, Gait, and Falls Prevention](https://scholariq.org/topics/balance-gait-and-falls-prevention/)

## Paper topics

- [Balance, Gait, and Falls Prevention](https://scholariq.org/topics/balance-gait-and-falls-prevention/)
- [Muscle activation and electromyography studies](https://scholariq.org/topics/muscle-activation-and-electromyography-studies/)
- [Cerebral Palsy and Movement Disorders](https://scholariq.org/topics/cerebral-palsy-and-movement-disorders/)

---
Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.