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Radiology & Imaging
Cohort
Self-supervised AI model shows feasibility for detecting myofascial pain in small ultrasound study
Can a new AI tool spot shoulder pain from ultrasound videos in just a small group of patients?
A small prospective cohort study of 13 patients and 11 controls tested a self-supervised Video Diffusion Encoder (VDE) for detecting myofasc…
A new AI tool can spot shoulder pain in ultrasound videos better than older models, even when tested on just 24 patients.
medRxiv
Apr 8, 2026
Physical Medicine & Rehab
Symptom burden explains most variance in pain intensity for unexplained myofascial neck/shoulder pain
Study finds symptom burden strongly linked to pain intensity in unexplained muscle pain
A prospective cross-sectional study of 82 adults with unexplained myofascial neck/shoulder pain found symptom burden explained 75-92% of var…
Unexplained neck and shoulder pain intensity is driven mostly by overall symptom burden, with physical function and worry about pain being k…
medRxiv
Apr 4, 2026