Ms. Adeela Islam Profile

Adeela Islam

at University of the Punjab, Lahore

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Publications (2)

Proceedings Article | 29 May 2024 Paper

Localization, segmentation, and classification of mammographic abnormalities using deep learning

Adeela Islam, Zobia Suhail, Reyer Zwiggelaar

Proceedings Volume 13174, 131741Q (2024) https://doi.org/10.1117/12.3026998

KEYWORDS: Mammography, Deep learning, Tumors, Image segmentation, Breast cancer, Convolutional neural networks, Digital mammography, Data modeling

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Proceedings Article | 13 July 2022 Paper

Automatic classification and detection of abnormalities in mammograms using deep learning

Adeela Islam, Zobia Suhail

Proceedings Volume 12286, 122860V (2022) https://doi.org/10.1117/12.2624216

KEYWORDS: Mammography, Convolutional neural networks, Tumors, Image classification, Tumor growth modeling, Neurons, Breast cancer, Breast, Neural networks, Image filtering

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