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Author

Rahul Kumar

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Review Open access Sep 2026

Neuroimmune Phenotyping as the Next Frontier in Chronic Pain Medicine for Musculoskeletal Back Pain

Chronic low back pain encompasses heterogeneous mechanical, neuropathic, nociplastic, and myofascial presentations that may reflect distinct neuroimmune mechanisms. We synthesized evidence linking these phenotypes to measurable biological features and clinically relevant treatment strategies. We conducted a structured...

Samer G. Salman, Rohan A. Phadke, Adithya Nair et al. · 0 citations
Review Aug 2026

Identifying the presence of disc herniations in lumbar spine MRI using Gemini 3.1 Pro.

Gemini 3.1 Pro showed only modest, input-dependent accuracy for lumbar disc herniation detection and a pronounced tendency to over-call pathology, most markedly when a T2 sequence was provided, so the model is not currently suitable as a triage or screening aid.

Luis Rodriguez, Trisha Naidu, N. Chetla et al. · 0 citations
Open access Jun 2026

Accuracy of physical examination against magnetic resonance imaging in subacromial impingement syndrome

Background: Subacromial impingement syndrome (SIS) is a leading cause of shoulder pain, accounting for nearly half of all shoulder complaints. Accurate diagnosis is essential, yet challenging due to anatomical complexity and overlapping symptoms. While physical examination (PE) remains crucial, magnetic resonance imagi...

Shubham Gupta, A. Anand, Yagya Vohra et al. · 0 citations

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