Deep learning with convolutional neural network in the assessment of breast cancer molecular subtypes based on US images: a multicenter retrospective study.
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| Title: | Deep learning with convolutional neural network in the assessment of breast cancer molecular subtypes based on US images: a multicenter retrospective study. |
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| Authors: | Jiang M; Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1095 Jiefang Avenue, Wuhan, 430030, Hubei Province, China., Zhang D; Department of Medical Ultrasound, Affiliated Hospital of Nantong University, Nantong, China., Tang SC; Department of Medical Ultrasound, Hunan Cancer Hospital/The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, 410013, Hunan, China., Luo XM; Department of Medical Ultrasound, Yunnan Cancer Hospital & The Third Affiliated Hospital of Kunming Medical University, Kunming, 650118, China., Chuan ZR; Department of Medical Ultrasound, Yunnan Cancer Hospital & The Third Affiliated Hospital of Kunming Medical University, Kunming, 650118, China., Lv WZ; Department of Artificial Intelligence, Julei Technology Company, Wuhan, 430030, China., Jiang F; Department of Ultrasound, The Second Affiliated Hospital of Anhui Medical University, Hefei, China., Ni XJ; Department of Medical Ultrasound, Affiliated Hospital of Nantong University, Nantong, China., Cui XW; Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1095 Jiefang Avenue, Wuhan, 430030, Hubei Province, China. cuixinwu@live.cn., Dietrich CF; Department of Internal Medicine, Hirslanden Clinic, Schänzlihalde 11, 3013, Bern, Switzerland. |
| Source: | European radiology [Eur Radiol] 2021 Jun; Vol. 31 (6), pp. 3673-3682. Date of Electronic Publication: 2020 Nov 23. |
| Publication Type: | Journal Article; Multicenter Study |
| Journal Info: | Publisher: Springer International Country of Publication: Germany NLM ID: 9114774 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1432-1084 (Electronic) Linking ISSN: 09387994 NLM ISO Abbreviation: Eur Radiol Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Links: – Type: pdflink Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 33226454 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Deep learning with convolutional neural network in the assessment of breast cancer molecular subtypes based on US images: a multicenter retrospective study. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Jiang+M%22">Jiang M</searchLink>; Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1095 Jiefang Avenue, Wuhan, 430030, Hubei Province, China.<br /><searchLink fieldCode="AU" term="%22Zhang+D%22">Zhang D</searchLink>; Department of Medical Ultrasound, Affiliated Hospital of Nantong University, Nantong, China.<br /><searchLink fieldCode="AU" term="%22Tang+SC%22">Tang SC</searchLink>; Department of Medical Ultrasound, Hunan Cancer Hospital/The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, 410013, Hunan, China.<br /><searchLink fieldCode="AU" term="%22Luo+XM%22">Luo XM</searchLink>; Department of Medical Ultrasound, Yunnan Cancer Hospital & The Third Affiliated Hospital of Kunming Medical University, Kunming, 650118, China.<br /><searchLink fieldCode="AU" term="%22Chuan+ZR%22">Chuan ZR</searchLink>; Department of Medical Ultrasound, Yunnan Cancer Hospital & The Third Affiliated Hospital of Kunming Medical University, Kunming, 650118, China.<br /><searchLink fieldCode="AU" term="%22Lv+WZ%22">Lv WZ</searchLink>; Department of Artificial Intelligence, Julei Technology Company, Wuhan, 430030, China.<br /><searchLink fieldCode="AU" term="%22Jiang+F%22">Jiang F</searchLink>; Department of Ultrasound, The Second Affiliated Hospital of Anhui Medical University, Hefei, China.<br /><searchLink fieldCode="AU" term="%22Ni+XJ%22">Ni XJ</searchLink>; Department of Medical Ultrasound, Affiliated Hospital of Nantong University, Nantong, China.<br /><searchLink fieldCode="AU" term="%22Cui+XW%22">Cui XW</searchLink>; Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1095 Jiefang Avenue, Wuhan, 430030, Hubei Province, China. cuixinwu@live.cn.<br /><searchLink fieldCode="AU" term="%22Dietrich+CF%22">Dietrich CF</searchLink>; Department of Internal Medicine, Hirslanden Clinic, Schänzlihalde 11, 3013, Bern, Switzerland. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%229114774%22">European radiology</searchLink> [Eur Radiol] 2021 Jun; Vol. 31 (6), pp. 3673-3682. <i>Date of Electronic Publication: </i>2020 Nov 23. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Multicenter Study – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer+International%22">Springer International </searchLink><i>Country of Publication: </i>Germany <i>NLM ID: </i>9114774 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1432-1084 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2209387994%22">09387994 </searchLink><i>NLM ISO Abbreviation: </i>Eur Radiol <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=33226454 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1007/s00330-020-07544-8 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 3673 Titles: – TitleFull: Deep learning with convolutional neural network in the assessment of breast cancer molecular subtypes based on US images: a multicenter retrospective study. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Jiang M – PersonEntity: Name: NameFull: Zhang D – PersonEntity: Name: NameFull: Tang SC – PersonEntity: Name: NameFull: Luo XM – PersonEntity: Name: NameFull: Chuan ZR – PersonEntity: Name: NameFull: Lv WZ – PersonEntity: Name: NameFull: Jiang F – PersonEntity: Name: NameFull: Ni XJ – PersonEntity: Name: NameFull: Cui XW – PersonEntity: Name: NameFull: Dietrich CF IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 06 Text: 2021 Jun Type: published Y: 2021 Identifiers: – Type: issn-electronic Value: 1432-1084 Numbering: – Type: volume Value: 31 – Type: issue Value: 6 Titles: – TitleFull: European radiology Type: main |
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