TaatiTeam / stgcn_parkinsonism_prediction
Code for predicting clinical scores of parkinsonism (UPDRS-gait/SAS-gait) from skeleton trajectory data.
☆26Updated last year
Alternatives and similar repositories for stgcn_parkinsonism_prediction:
Users that are interested in stgcn_parkinsonism_prediction are comparing it to the libraries listed below
- Code for the paper "Vision-based Estimation of MDS-UPDRS Gait Scores for Assessing Parkinson’s Disease Motor Severity"☆38Updated last year
- Data-Driven Gait Event Detection for Parkinson's Disease Patients with Freezing of Gait☆11Updated 4 years ago
- A human pose estimation system for videos, that extracts kinematics that describe a gait (walk)☆36Updated 4 years ago
- Deep 1D-Convnet for accurate Parkinson disease detection and severity prediction from gait☆26Updated last year
- Code and Data used for the paper "Explaining Machine Learning Models for Clinical Gait Analysis"☆29Updated 3 years ago
- Spatial Temporal Graph Convolutional Networks for Emotion Perception from Gaits☆73Updated 2 years ago
- Deep Learning Models for the Early Detection of Parkinson’s Disease using the motor-based symptoms.☆15Updated 2 years ago
- Gait analysis using marker-less pose estimation with OpenPose☆63Updated 9 months ago
- Source code for the Gait Recognition using LSTM, presented in the paper "Multi-model Long Short-term Memory Network for Gait Recognition …☆16Updated 2 years ago
- Python package for the processing and analysis of Inertial Measurement Unit Data☆64Updated last month
- ☆80Updated 2 years ago
- MATLAB Toolbox to estimate gait measures from acceleration data.☆20Updated last year
- A reimplementation of "Spatial-Temporal Graph Convolutional Networks for Action Recognition" (Yan et al., 2018) in PyTorch, developed for…☆11Updated 3 years ago
- Multimodal Dataset of Freezing of Gait in Parkinson's Disease☆44Updated 2 years ago
- A research project that aims to detect Parkinson's disease in patients using Gait Analysis data. Subsequently, the project may make use o…☆59Updated 6 years ago
- Skeleton-based action segmentation with multi-stage spatial-temporal graph convolutional neural networks (MS-GCN)☆34Updated 2 years ago
- Extract and visualize gait data☆36Updated last month
- Fatigue Assessment using ECG and Actigraphy Sensors (ISWC 2020)☆15Updated 4 years ago
- Demo notebook for Parkinson's Pose Estimation Dataset☆19Updated 6 years ago
- 3D CNN-LSTM model for hand gesture recognition☆12Updated 4 years ago
- This repository provides training and evaluation code for paper titled "Graph Convolutional Networks for Assessment of Physical Rehabilit…☆26Updated this week
- [ECAI 2020] Tensorflow 2.x Implementation of "Human Activity Recognition from Wearable Sensor Data Using Self-Attention"☆48Updated 3 years ago
- Deep Learning-Based Gait Recognition Using Smartphones in the Wild☆110Updated 11 months ago
- Gait events detection from wearable inertial measurement units based on a temporal convolutional neural network☆10Updated 2 years ago
- Computer-vision based monocular human pose-estimation and biomechanical gait analysis on elite runners. Using Yolov7 pose-estimation algo…☆13Updated 2 years ago
- The Mobilise-D algorithm toolbox - Implemented in Python☆35Updated this week
- ☆17Updated 3 years ago
- Human Activity Recognition using LSTM-CNN model on raw data set.☆32Updated 2 years ago
- Official GitHub page of the best-paper award publication "Improving Deep Learning for HAR with shallow LSTMs" presented at the Internatio…☆50Updated 2 months ago
- StressID - a Multimodal Dataset for Stress Identification☆13Updated last year