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Multimodal Deep Learning Based on Ultrasound Images and Clinical Data for Better Ovarian Cancer Diagnosis.

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Title: Multimodal Deep Learning Based on Ultrasound Images and Clinical Data for Better Ovarian Cancer Diagnosis.
Authors: Su C; Department of Ultrasound, Fourth Affiliated Hospital of Harbin Medical University, 37#Yi Yuan Street, Harbin, 150086, China., Miao K; Department of Ultrasound, Fourth Affiliated Hospital of Harbin Medical University, 37#Yi Yuan Street, Harbin, 150086, China., Zhang L; Department of Ultrasound, Fourth Affiliated Hospital of Harbin Medical University, 37#Yi Yuan Street, Harbin, 150086, China., Yu X; Department of Ultrasound, Fourth Affiliated Hospital of Harbin Medical University, 37#Yi Yuan Street, Harbin, 150086, China., Guo Z; Department of Ultrasound, Fourth Affiliated Hospital of Harbin Medical University, 37#Yi Yuan Street, Harbin, 150086, China., Li D; Department of Ultrasound, Fourth Affiliated Hospital of Harbin Medical University, 37#Yi Yuan Street, Harbin, 150086, China., Xu M; Department of Ultrasound, Fourth Affiliated Hospital of Harbin Medical University, 37#Yi Yuan Street, Harbin, 150086, China., Zhang Q; Department of Ultrasound, Fourth Affiliated Hospital of Harbin Medical University, 37#Yi Yuan Street, Harbin, 150086, China., Dong X; Department of Ultrasound, Fourth Affiliated Hospital of Harbin Medical University, 37#Yi Yuan Street, Harbin, 150086, China. dongxq0451@163.com.
Source: Journal of imaging informatics in medicine [J Imaging Inform Med] 2026 Apr; Vol. 39 (2), pp. 1168-1180. Date of Electronic Publication: 2025 Jun 24.
Publication Type: Journal Article
Journal Info: Publisher: Springer Nature Country of Publication: Switzerland NLM ID: 9918663679206676 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2948-2933 (Electronic) Linking ISSN: 29482925 NLM ISO Abbreviation: J Imaging Inform Med Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Multimodal Deep Learning Based on Ultrasound Images and Clinical Data for Better Ovarian Cancer Diagnosis.
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  Data: <searchLink fieldCode="AU" term="%22Su+C%22">Su C</searchLink>; Department of Ultrasound, Fourth Affiliated Hospital of Harbin Medical University, 37#Yi Yuan Street, Harbin, 150086, China.<br /><searchLink fieldCode="AU" term="%22Miao+K%22">Miao K</searchLink>; Department of Ultrasound, Fourth Affiliated Hospital of Harbin Medical University, 37#Yi Yuan Street, Harbin, 150086, China.<br /><searchLink fieldCode="AU" term="%22Zhang+L%22">Zhang L</searchLink>; Department of Ultrasound, Fourth Affiliated Hospital of Harbin Medical University, 37#Yi Yuan Street, Harbin, 150086, China.<br /><searchLink fieldCode="AU" term="%22Yu+X%22">Yu X</searchLink>; Department of Ultrasound, Fourth Affiliated Hospital of Harbin Medical University, 37#Yi Yuan Street, Harbin, 150086, China.<br /><searchLink fieldCode="AU" term="%22Guo+Z%22">Guo Z</searchLink>; Department of Ultrasound, Fourth Affiliated Hospital of Harbin Medical University, 37#Yi Yuan Street, Harbin, 150086, China.<br /><searchLink fieldCode="AU" term="%22Li+D%22">Li D</searchLink>; Department of Ultrasound, Fourth Affiliated Hospital of Harbin Medical University, 37#Yi Yuan Street, Harbin, 150086, China.<br /><searchLink fieldCode="AU" term="%22Xu+M%22">Xu M</searchLink>; Department of Ultrasound, Fourth Affiliated Hospital of Harbin Medical University, 37#Yi Yuan Street, Harbin, 150086, China.<br /><searchLink fieldCode="AU" term="%22Zhang+Q%22">Zhang Q</searchLink>; Department of Ultrasound, Fourth Affiliated Hospital of Harbin Medical University, 37#Yi Yuan Street, Harbin, 150086, China.<br /><searchLink fieldCode="AU" term="%22Dong+X%22">Dong X</searchLink>; Department of Ultrasound, Fourth Affiliated Hospital of Harbin Medical University, 37#Yi Yuan Street, Harbin, 150086, China. dongxq0451@163.com.
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  Data: <searchLink fieldCode="JN" term="%229918663679206676%22">Journal of imaging informatics in medicine</searchLink> [J Imaging Inform Med] 2026 Apr; Vol. 39 (2), pp. 1168-1180. <i>Date of Electronic Publication: </i>2025 Jun 24.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer+Nature%22">Springer Nature </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>9918663679206676 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2948-2933 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2229482925%22">29482925 </searchLink><i>NLM ISO Abbreviation: </i>J Imaging Inform Med <i>Subsets: </i>MEDLINE
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      – Type: doi
        Value: 10.1007/s10278-025-01566-8
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      – Code: eng
        Text: English
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        StartPage: 1168
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      – TitleFull: Multimodal Deep Learning Based on Ultrasound Images and Clinical Data for Better Ovarian Cancer Diagnosis.
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              M: 04
              Text: 2026 Apr
              Type: published
              Y: 2026
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