Proof-of-concept: Differentiating upper trapezius muscle with myofascial trigger point using deep learning model on a small prospective sEMG dataset.
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| Title: | Proof-of-concept: Differentiating upper trapezius muscle with myofascial trigger point using deep learning model on a small prospective sEMG dataset. |
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| Authors: | Lu HE; Department of Radiology, University of Pittsburgh, Pittsburgh, PA 15213, USA., Koivisto D; Division of Physical Medicine and Rehabilitation, Department of Medicine, University of Toronto, Toronto, Canada., Zeng Z; Department of Radiology, University of Pittsburgh, Pittsburgh, PA 15213, USA; Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA 15213, USA., Yu T; Department of Radiology, University of Pittsburgh, Pittsburgh, PA 15213, USA; Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA 15213, USA., Wang J; Department of Radiology, University of Pittsburgh, Pittsburgh, PA 15213, USA., Meng X; Department of Radiology, University of Pittsburgh, Pittsburgh, PA 15213, USA., Wilson R; Department Chair of Physical Medicine and Rehabilitation, the MetroHealth System, Cleveland, OH 44109, USA; Case Western Reserve University School of Medicine, Cleveland, OH 44109, USA., Kumbhare D; Division of Physical Medicine and Rehabilitation, Department of Medicine, University of Toronto, Toronto, Canada. Electronic address: Dinesh.Kumbhare@uhn.ca., Pu J; Department of Radiology, University of Pittsburgh, Pittsburgh, PA 15213, USA; Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA 15213, USA; Department of Ophthalmology, University of Pittsburgh, Pittsburgh, PA 15213, USA. Electronic address: jip13@pitt.edu. |
| Source: | Journal of electromyography and kinesiology : official journal of the International Society of Electrophysiological Kinesiology [J Electromyogr Kinesiol] 2026 Jun; Vol. 88, pp. 103132. Date of Electronic Publication: 2026 Mar 08. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Elsevier Country of Publication: England NLM ID: 9109125 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-5711 (Electronic) Linking ISSN: 10506411 NLM ISO Abbreviation: J Electromyogr Kinesiol Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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