musculoskeletal

MyoSuite is a collection of environments/tasks to be solved by musculoskeletal models simulated with the MuJoCo physics engine and wrapped in the OpenAI gym API.

An AI-powered open-source medical image analysis toolbox

MyoChallenge evaluation scripts

In this repository, we try to solve musculoskeletal tasks with `Double DQN reinforcement learning` by using a `transformer` model has been used as the base model architecture.

Bone deformation tool designed for applying torsional profiles to bones of musculoskeletal models used in OpenSim

A generic interface to generate a virtual buddy

Real-time force estimation for the lower leg muscles using a Hill-type model and a distributed network of wearable sensors

Resource for getting started with deep learning for MRIs/CTs. This codebase accompanies the release of the SCOPE-MRI dataset and paper.

musculoskeletal modelling using Opensim & Python

Quantification of Myogenic Differentiation using Deep Learning

☠ Software interactivo para aprender las partes del Sistema Muscular - Esquelético humano, incorporado con imágenes interactivas, y audios explicativos.

In this project, an LSTM-AE model is trained to fit the GRF data of healthy walking gait patterns. Then GRF data of patients with musculoskeletal impairments from GaitRec are used as test data. We analyzed the loss value generated from the trained lstm-ae model for GRF data of different phases of recovery.

Myovision Consulting Report

Interactive visualisation tool for musculoskeletal data generated by FreeBody.

Collection of open access publications by the author

Musculoskeletal MRI: diffusion tensor imaging, tractography, orientation distribution function, elevation and pennation angle, torsional shear models, with data set available