HMC-net: a ResNet fused hierarchical multi-scale cross-attention architecture for mammographic breast malignancy recognition incorporating explainable AI.
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| Title: | HMC-net: a ResNet fused hierarchical multi-scale cross-attention architecture for mammographic breast malignancy recognition incorporating explainable AI. |
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| Authors: | Fatima M; Department of Electronic Engineering, Sir Syed University of Engineering and Technology, Karachi, Pakistan., Zia R; Department of Electronic Engineering, Sir Syed University of Engineering and Technology, Karachi, Pakistan.; Department of Computer Science, Faculty of Engineering Science and Technology, Iqra University, Karachi, Pakistan., Usmani IA; Biomedical Engineering Department, Salim Habib University (Formerly Barrett Hodgson University), Karachi, Pakistan., Turzhanova D; Astana Medical University Scientific Research Institute of Radiology Named After Zhangali Khamzabayevich Khamzabayev Khamzabayev, Astana, Kazakhstan., Ullah R; School of Computer Science and Electronic Engineering, University of Essex, Colchester, United Kingdom. |
| Source: | Frontiers in oncology [Front Oncol] 2026 Apr 13; Vol. 16, pp. 1787210. Date of Electronic Publication: 2026 Apr 13 (Print Publication: 2026). |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Frontiers Research Foundation] Country of Publication: Switzerland NLM ID: 101568867 Publication Model: eCollection Cited Medium: Print ISSN: 2234-943X (Print) Linking ISSN: 2234943X NLM ISO Abbreviation: Front Oncol Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 2234-943X |
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| DOI: | 10.3389/fonc.2026.1787210 |
