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Benign Share Benefit to Malignant: Balanced Mixing on Feature Space for Imbalanced Breast Cancer Classification.

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Title: Benign Share Benefit to Malignant: Balanced Mixing on Feature Space for Imbalanced Breast Cancer Classification.
Authors: Raswa FH; Department of Computer Science and Information Engineering, National Central University, Taoyuan 320317, Taiwan., Fadlurrohman M; Department of Computer Science and Information Engineering, National Central University, Taoyuan 320317, Taiwan.; Department of Computer Science and Electronics, Universitas Gadjah Mada, Yogyakarta 55281, Indonesia., Pham BT; Department of Computer Science and Information Engineering, National Central University, Taoyuan 320317, Taiwan., Candradewi I; Department of Computer Science and Electronics, Universitas Gadjah Mada, Yogyakarta 55281, Indonesia., Afiahayati; Department of Computer Science and Electronics, Universitas Gadjah Mada, Yogyakarta 55281, Indonesia., Su MH; Department of Data Science, Soochow University, Taipei 100006, Taiwan., Huang CI; Department of Management Information Systems, National Chung Hsing University, Taichung 402202, Taiwan., Li KC; Department of Information Management, Chung Yuan Christian University, Taoyuan 320314, Taiwan., Chen SL; Department of Electronic Engineering, Chung Yuan Christian University, Taoyuan 320314, Taiwan.; Research Center for Semiconductor Materials and Advanced Optics, Chung Yuan Christian University, Taoyuan 320314, Taiwan., Li YH; AI Research Center, Hon Hai Research Institute, Taipei 114065, Taiwan., Wang JC; Department of Computer Science and Information Engineering, National Central University, Taoyuan 320317, Taiwan.
Source: Bioengineering (Basel, Switzerland) [Bioengineering (Basel)] 2026 Jun 30; Vol. 13 (7). Date of Electronic Publication: 2026 Jun 30.
Publication Type: Journal Article
Journal Info: Publisher: MDPI AG Country of Publication: Switzerland NLM ID: 101676056 Publication Model: Electronic Cited Medium: Print ISSN: 2306-5354 (Print) Linking ISSN: 23065354 NLM ISO Abbreviation: Bioengineering (Basel) Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Benign Share Benefit to Malignant: Balanced Mixing on Feature Space for Imbalanced Breast Cancer Classification.
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  Data: <searchLink fieldCode="AU" term="%22Raswa+FH%22">Raswa FH</searchLink>; Department of Computer Science and Information Engineering, National Central University, Taoyuan 320317, Taiwan.<br /><searchLink fieldCode="AU" term="%22Fadlurrohman+M%22">Fadlurrohman M</searchLink>; Department of Computer Science and Information Engineering, National Central University, Taoyuan 320317, Taiwan.; Department of Computer Science and Electronics, Universitas Gadjah Mada, Yogyakarta 55281, Indonesia.<br /><searchLink fieldCode="AU" term="%22Pham+BT%22">Pham BT</searchLink>; Department of Computer Science and Information Engineering, National Central University, Taoyuan 320317, Taiwan.<br /><searchLink fieldCode="AU" term="%22Candradewi+I%22">Candradewi I</searchLink>; Department of Computer Science and Electronics, Universitas Gadjah Mada, Yogyakarta 55281, Indonesia.<br /><searchLink fieldCode="AU" term="%22Afiahayati%22">Afiahayati</searchLink>; Department of Computer Science and Electronics, Universitas Gadjah Mada, Yogyakarta 55281, Indonesia.<br /><searchLink fieldCode="AU" term="%22Su+MH%22">Su MH</searchLink>; Department of Data Science, Soochow University, Taipei 100006, Taiwan.<br /><searchLink fieldCode="AU" term="%22Huang+CI%22">Huang CI</searchLink>; Department of Management Information Systems, National Chung Hsing University, Taichung 402202, Taiwan.<br /><searchLink fieldCode="AU" term="%22Li+KC%22">Li KC</searchLink>; Department of Information Management, Chung Yuan Christian University, Taoyuan 320314, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chen+SL%22">Chen SL</searchLink>; Department of Electronic Engineering, Chung Yuan Christian University, Taoyuan 320314, Taiwan.; Research Center for Semiconductor Materials and Advanced Optics, Chung Yuan Christian University, Taoyuan 320314, Taiwan.<br /><searchLink fieldCode="AU" term="%22Li+YH%22">Li YH</searchLink>; AI Research Center, Hon Hai Research Institute, Taipei 114065, Taiwan.<br /><searchLink fieldCode="AU" term="%22Wang+JC%22">Wang JC</searchLink>; Department of Computer Science and Information Engineering, National Central University, Taoyuan 320317, Taiwan.
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  Data: <searchLink fieldCode="JN" term="%22101676056%22">Bioengineering (Basel, Switzerland)</searchLink> [Bioengineering (Basel)] 2026 Jun 30; Vol. 13 (7). <i>Date of Electronic Publication: </i>2026 Jun 30.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22MDPI+AG%22">MDPI AG </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101676056 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Print <i>ISSN: </i>2306-5354 (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2223065354%22">23065354 </searchLink><i>NLM ISO Abbreviation: </i>Bioengineering (Basel) <i>Subsets: </i>PubMed not MEDLINE
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        Value: 10.3390/bioengineering13070765
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        Text: English
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      – TitleFull: Benign Share Benefit to Malignant: Balanced Mixing on Feature Space for Imbalanced Breast Cancer Classification.
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              Text: 2026 Jun 30
              Type: published
              Y: 2026
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