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3D intelligent printing technology-assisted training improves core competencies of clinical medicine interns: bridging undergraduate further education and community health service needs

Qiongting Luo et al · Frontiers Media S.A · 2026

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3D intelligent printing technology-assisted training improves core competencies of clinical medicine interns: bridging undergraduate further education and community health service needs

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IntroductionClinical internship education for Chinese clinical medicine interns faces dual pressures of postgraduate entrance exams and the National Medical Licensing Examination (NMLE), with persistent flaws in self-directed, mobile, and transformational learning. 3D Intelligent Printing Technology (3DIPT) has been widely applied in the surgical system for medical education and surgical planning, yet its value in community medicine-oriented internship training remains unclear.MethodsThis quasi-randomized controlled trial enrolled 120 interns (observation group: 3DIPT-assisted teaching, n = 60; control group: traditional teaching, n = 60) to evaluate core competency changes.ResultsAfter 6 months, the observation group showed significantly higher scores in simulated NMLE anatomical imaging tests, Social Medical Curiosity (SMC), self-directed anatomy learning, mobile learning willingness, and transformational learning ability (all p < 0.05).Discussion3DIPT-assisted teaching may effectively improve interns’ core competencies for community medicine practice, providing a feasible dual-track training strategy for balancing postgraduate education and community physician cultivation in developing countries.

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APA 7

al, Q. L. E. (2026). 3D intelligent printing technology-assisted training improves core competencies of clinical medicine interns: bridging undergraduate further education and community health service needs. https://doi.org/10.3389/fpubh.2026.1788437

MLA

al, Qiongting Luo et. "3D intelligent printing technology-assisted training improves core competencies of clinical medicine interns: bridging undergraduate further education and community health service needs." 2026. https://doi.org/10.3389/fpubh.2026.1788437.

Chicago

al, Qiongting Luo et. 2026. "3D intelligent printing technology-assisted training improves core competencies of clinical medicine interns: bridging undergraduate further education and community health service needs.". https://doi.org/10.3389/fpubh.2026.1788437.

Harvard

al, Q. L. E. 2026, 3D intelligent printing technology-assisted training improves core competencies of clinical medicine interns: bridging undergraduate further education and community health service needs, Frontiers Media S.A, available at: https://doi.org/10.3389/fpubh.2026.1788437 [Accessed 5 Aug. 2026].

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Title
3D intelligent printing technology-assisted training improves core competencies of clinical medicine interns: bridging undergraduate further education and community health service needs
Author / contributors
Qiongting Luo et al
Publisher
Frontiers Media S.A
Publication year
2026
ISSN
2296-2565
ISSN
2296-2565
Language
English

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