ArticleDiagnostics (Basel, Switzerland)2026
Development and Preliminary Evaluation of an EfficientNet-Based Deep Learning System for Ultrasound Assessment of Neck Disorders: A Single-Center Study.
Wei Ding Wang, Siew-Ying Mok, Yang Mooi Lim, Hui Saan Tham, Lee Fan Tan, Chai Nien Foo, Clara Pei Ying Lim, Choon-Hian Goh
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In one paragraphArticle 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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8 authors.
Wei Ding WangDepartment of Mechatronics and Biomedical Engineering, Lee Kong Chian Faculty of Engineering and Science, Universiti Tunku Abdul Rahman, Bandar Sungai Long, Kajang 43000, Selangor, Malaysia.ORCID 0009-0004-0583-655X Siew-Ying MokDepartment of Mechatronics and Biomedical Engineering, Lee Kong Chian Faculty of Engineering and Science, Universiti Tunku Abdul Rahman, Bandar Sungai Long, Kajang 43000, Selangor, Malaysia.ORCID 0000-0002-7509-6292 Yang Mooi LimCenter for Cancer Research, M. Kandiah Faculty of Medicine and Health Sciences, Universiti Tunku Abdul Rahman, Bandar Sungai Long, Kajang 43000, Selangor, Malaysia.ORCID 0000-0003-1377-7655 Hui Saan ThamHAN Neuro Acupuncture & Herbal Specialists, Cyberjaya 63000, Selangor, Malaysia.
Lee Fan TanDepartment of Mechatronics and Biomedical Engineering, Lee Kong Chian Faculty of Engineering and Science, Universiti Tunku Abdul Rahman, Bandar Sungai Long, Kajang 43000, Selangor, Malaysia.
Chai Nien FooCenter for Cancer Research, M. Kandiah Faculty of Medicine and Health Sciences, Universiti Tunku Abdul Rahman, Bandar Sungai Long, Kajang 43000, Selangor, Malaysia.ORCID 0000-0003-0362-6394 Clara Pei Ying LimHAN Neuro Acupuncture & Herbal Specialists, Cyberjaya 63000, Selangor, Malaysia.
Choon-Hian GohDepartment of Mechatronics and Biomedical Engineering, Lee Kong Chian Faculty of Engineering and Science, Universiti Tunku Abdul Rahman, Bandar Sungai Long, Kajang 43000, Selangor, Malaysia.ORCID 0000-0002-8914-8524 Funding
Han Neuro Acupuncture & Herbal Specialists Sdn. Bhd. 8122-0001
6 · The paper itselfAbstract
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Indexed as
classificationEfficientNetneck disordertexture analysistransfer learningultrasound
Identifiers
PMID41828004
PMCPMC12984218
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