AML-DECODER: Advanced Machine Learning for HD-sEMG Signal Classification—Decoding Lateral Epicondylitis in Forearm Muscles

Autor: Mehdi Shirzadi, Mónica Rojas Martínez, Joan Francesc Alonso, Leidy Yanet Serna, Joaquim Chaler, Miguel Angel Mañanas, Hamid Reza Marateb

Publikováno v: Diagnostics, Vol 14, Iss 20, p 2255 (2024)

Background: Innovative algorithms for wearable devices and garments are critical for diagnosing and monitoring disease (such as lateral epicondylitis (LE)) progression. LE affects individuals across various professions and causes daily problems. Meth

Externí odkaz: https://doaj.org/article/cbea91b713514c368c44635aba704385

A real-time and convex model for the estimation of muscle force from surface electromyographic signals in the upper and lower limbs

Autor: Mehdi Shirzadi, Hamid Reza Marateb, Mónica Rojas-Martínez, Marjan Mansourian, Alberto Botter, Fabio Vieira dos Anjos, Taian Martins Vieira, Miguel Angel Mañanas

Publikováno v: Frontiers in Physiology, Vol 14 (2023)

Surface electromyography (sEMG) is a signal consisting of different motor unit action potential trains and records from the surface of the muscles. One of the applications of sEMG is the estimation of muscle force. We proposed a new real-time convex

Externí odkaz: https://doaj.org/article/0d5b01dc644948d9a3984216b164f45a

Contributors

Autor: Jaya Prakash Allam, Mohammad Reza Aslani, Varun Bajaj, Chinmaya Behara, Charmi Daftari, Fatih Demir, Morteza Farahi, Anil Kumar Gautam, Zahra Ghanbari, Komal Jindal, Sadaf Khademi, Smith K. Khare, Ketan Kishor Kurkute, Govinda Rao Locharla, Luca Longo, Hamid Reza Marateb, Mohammad Hassan Moradi, Mehrnoosh Neghabi, Neelamshobha Nirala, Arefeh Nouri, Prabin Kumar Padhy, Saurabh Pal, Revathi Pogiri, Ateeq Ur Rehman, Muhammad Tariq Sadiq, Saunak Samantray, Abdulkadir Sengur, Jainish Shah, Manan Shah, Tripurari Sharan, Rishi Raj Sharma, Shivam Sharma, Mehdi Shirzadi, Resham Raj Shivwanshi, Nameirakpam Premjit Singh, G.R. Sinha, Vikas Kumar Sinha, Siuly Siuly, Sachin Taran, Rahul Upadhyay, Dhyan Chandra Yadav

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::ed1670f231d84221936678e340c5d779
https://doi.org/10.1016/b978-0-323-91197-9.09993-8

Reliable and accurate information extraction from surface electromyographic signals

Autor: Mehdi Shirzadi, Leidy Y. Serna, Mónica Rojas-Martínez, Hamid Reza Marateb, Marjan Nosouhi, Mislav Jordanic, Joan Francesc Alonso, Kevin C. McGill, Miguel Angel Mañanas

Publikováno v: Modelling and Analysis of Active Biopotential Signals in Healthcare, Volume 1 ISBN: 9780750332798
UPCommons. Portal del coneixement obert de la UPC
Universitat Politècnica de Catalunya (UPC)

The electrical activity generated in contracting muscles is measured using electromyographic (EMG) signals. By placing an array of electrodes on the surface of the skin, surface EMG (sEMG) signals are recorded non-invasively. The sEMG signal is a sto

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::95a57bd2b35c8b38d821ccc40b7d007d
https://doi.org/10.1088/978-0-7503-3279-8ch7

AML-DECODER: Advanced Machine Learning for HD-sEMG Signal Classification—Decoding Lateral Epicondylitis in Forearm Muscles.

Autor: Shirzadi, Mehdi¹ (AUTHOR) mehdi.shirzadi@upc.edu, Martínez, Mónica Rojas¹ (AUTHOR) monica.rojas@upc.edu, Alonso, Joan Francesc¹ (AUTHOR) joan.francesc.alonso@upc.edu, Serna, Leidy Yanet¹ (AUTHOR) leidy.yanet.serna@upc.edu, Chaler, Joaquim² (AUTHOR) joaquimlluis.chaler@cadscrits.udg.edu, Mañanas, Miguel Angel^1,3 (AUTHOR) miguel.angel.mananas@upc.edu, Marateb, Hamid Reza¹ (AUTHOR) hamid.reza.marateb@upc.edu

Publikováno v: Diagnostics (2075-4418). Oct2024, Vol. 14 Issue 20, p2255. 25p.