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Advancing Breast Cancer Detection: Enhancing YOLOv5 Network for Accurate Classification in Mammogram Images

  • Published:2024 Issue: Volume:12 Page:16474-16488
  • ISSN:2169-3536
  • Container-title:IEEE Access
  • language:
  • Short-container-title:IEEE Access

Author:

Anas Muhammad1ORCID,Haq Ihtisham Ul2ORCID,Husnain Ghassan3ORCID,Jaffery Syed Ali Faraz4ORCID

Affiliation:

1. Department of Electrical Engineering, University of Gujrat, Hafiz Hayat Campus, Gujrat, Pakistan

2. Department of Mechatronics Engineering, University of Engineering and Technology Peshawar, Peshawar, Pakistan

3. Department of Computer Science, CECOS University of IT and Emerging Sciences, Peshawar, Pakistan

4. Department of Electrical Engineering, University of Engineering and Technology Taxila, Taxila, Pakistan

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Reference29 articles.

1. Global breast cancer incidence and mortality trends by region, age-groups, and fertility patterns

2. Breast cancer in Pakistan: Alarming situation of breast cancer in near future;Muhammad;Iranian J. Public Health,2020

3. Fears and barriers: problems in breast cancer diagnosis and treatment in Pakistan

4. Anatomy of the nipple and breast ducts;Zucca-Matthes;Gland Surg.,2016

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