Early detection of breast cancer in histopathology images employing convolutional neural network (CNN)

• Published in: AIP conference proceedings Vol. 2453; no. 1
• Main Authors: Hilaliyah, Putri Khalifa, Irfan, M., Lestandy, Merinda
• Format: Journal Article Conference Proceeding
• Language: English
• Published: Melville American Institute of Physics 25.07.2022
• Subjects: Acoustics; Artificial neural networks; Breast cancer; Classification; Deep learning; Heredity; Histopathology; Machine learning; Medical imaging; Neural networks; Object recognition

Breast cancer is currently acknowledged as a serious disease that affects both men and women. Breast cancer could develop as a person ages, either as a result of an unhealthy lifestyle or due to heredity-related factor. As a result, early detection towards the presence of cancer is required for earl...