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PEAO: a bio-inspired parallel optimizer with a multi-strategy communication mechanism for breast cancer diagnosis.

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Title: PEAO: a bio-inspired parallel optimizer with a multi-strategy communication mechanism for breast cancer diagnosis.
Authors: Li H; Center of Research for Cyber Security and Network (CSNET), Faculty of Computer Science and Information Technology, Universiti Malaya, Kuala Lumpur, Wilayar Persekutuan, 50603, Malaysia., Govindarajan V; Distribution and Supply Technology, Expedia Group, Seattle, WA, 98119, USA., Ang TF; Center of Research for Cyber Security and Network (CSNET), Faculty of Computer Science and Information Technology, Universiti Malaya, Kuala Lumpur, Wilayar Persekutuan, 50603, Malaysia., Ayadi M; Department of Information Systems, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, 84428, Riyadh, 11671, Saudi Arabia., Ku CS; Department of Computer Science, Universiti Tunku Abdul Rahman, 31900, Kampar, Perak, Malaysia. kucs@utar.edu.my., Leong MC; Pediatric and Congenital Heart Center, National Heart Institute, Kuala Lumpur, Malaysia., Shabaruddin FH; Faculty of Pharmacy, Universiti Malaya, Kuala Lumpur, Malaysia., Ishak WZW; Clinical Oncology Unit, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia., Por LY; Center of Research for Cyber Security and Network (CSNET), Faculty of Computer Science and Information Technology, Universiti Malaya, Kuala Lumpur, Wilayar Persekutuan, 50603, Malaysia. porlip@um.edu.my.
Source: Scientific reports [Sci Rep] 2026 Jan 13; Vol. 16 (1), pp. 3245. Date of Electronic Publication: 2026 Jan 13.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Li+H%22">Li H</searchLink>; Center of Research for Cyber Security and Network (CSNET), Faculty of Computer Science and Information Technology, Universiti Malaya, Kuala Lumpur, Wilayar Persekutuan, 50603, Malaysia.<br /><searchLink fieldCode="AU" term="%22Govindarajan+V%22">Govindarajan V</searchLink>; Distribution and Supply Technology, Expedia Group, Seattle, WA, 98119, USA.<br /><searchLink fieldCode="AU" term="%22Ang+TF%22">Ang TF</searchLink>; Center of Research for Cyber Security and Network (CSNET), Faculty of Computer Science and Information Technology, Universiti Malaya, Kuala Lumpur, Wilayar Persekutuan, 50603, Malaysia.<br /><searchLink fieldCode="AU" term="%22Ayadi+M%22">Ayadi M</searchLink>; Department of Information Systems, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, 84428, Riyadh, 11671, Saudi Arabia.<br /><searchLink fieldCode="AU" term="%22Ku+CS%22">Ku CS</searchLink>; Department of Computer Science, Universiti Tunku Abdul Rahman, 31900, Kampar, Perak, Malaysia. kucs@utar.edu.my.<br /><searchLink fieldCode="AU" term="%22Leong+MC%22">Leong MC</searchLink>; Pediatric and Congenital Heart Center, National Heart Institute, Kuala Lumpur, Malaysia.<br /><searchLink fieldCode="AU" term="%22Shabaruddin+FH%22">Shabaruddin FH</searchLink>; Faculty of Pharmacy, Universiti Malaya, Kuala Lumpur, Malaysia.<br /><searchLink fieldCode="AU" term="%22Ishak+WZW%22">Ishak WZW</searchLink>; Clinical Oncology Unit, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia.<br /><searchLink fieldCode="AU" term="%22Por+LY%22">Por LY</searchLink>; Center of Research for Cyber Security and Network (CSNET), Faculty of Computer Science and Information Technology, Universiti Malaya, Kuala Lumpur, Wilayar Persekutuan, 50603, Malaysia. porlip@um.edu.my.
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              Text: 2026 Jan 13
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