Natural Language Processing-Based Triage of Superficial Soft Tissue Ultrasound Reports in Orthopedic Practice.

Nuri Koray Ülgen, Mevlüt Aytaç Demir, Ali Said Nazlıgül, Nihat Yiğit, Sadık Emre Erginoğlu, Ünal Demir, Mehmet Orçun Akkurt

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Article in Diagnostics (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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5 · Who and what money

Authors and funding

7 authors.

Nuri Koray ÜlgenOrthopaedics and Traumatology Clinic, Sincan Training and Research Hospital, University of Health Sciences, Ankara 06949, Türkiye.ORCID 0000-0003-0301-3432

Mevlüt Aytaç DemirDepartment of Electrical and Electronics Engineering, Faculty of Engineering Architecture and Design, Bartin University, Bartin 74110, Türkiye.

Ali Said NazlıgülOrthopaedics and Traumatology Clinic, Sincan Training and Research Hospital, University of Health Sciences, Ankara 06949, Türkiye.

Nihat YiğitOrthopaedics and Traumatology Clinic, Sincan Training and Research Hospital, University of Health Sciences, Ankara 06949, Türkiye.

Sadık Emre ErginoğluOrthopaedics and Traumatology Clinic, Sincan Training and Research Hospital, University of Health Sciences, Ankara 06949, Türkiye.ORCID 0000-0002-4146-8318

Ünal DemirOrthopaedics and Traumatology Clinic, Sincan Training and Research Hospital, University of Health Sciences, Ankara 06949, Türkiye.

Mehmet Orçun AkkurtOrthopaedics and Traumatology Clinic, Sincan Training and Research Hospital, University of Health Sciences, Ankara 06949, Türkiye.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

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Indexed as

musculoskeletal disordersnatural language processingradiology reportssuperficial soft tissue ultrasoundurgency classification

Identifiers

PMID41975779

DOI10.3390/diagnostics16071068

PMCPMC13073444

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.