[HTML][HTML] From machine learning to deep learning: Advances of the recent data-driven paradigm shift in medicine and healthcare

C Chakraborty, M Bhattacharya, S Pal… - Current Research in …, 2024 - Elsevier
The medicine and healthcare sector has been evolving and advancing very fast. The
advancement has been initiated and shaped by the applications of data-driven, robust, and …

Breast cancer: New mammography dual-view classification approach based on pre-processing and transfer learning techniques

SS Boudouh, M Bouakkaz - Multimedia Tools and Applications, 2024 - Springer
Breast cancer has surpassed heart diseases as the second most common cause of death
among women. In order to correctly detect early breast cancer, which can considerably …

Advancing precision in breast cancer detection: a fusion of vision transformers and CNNs for calcification mammography classification

SS Boudouh, M Bouakkaz - Applied Intelligence, 2024 - Springer
Breast cancer remains a substantial public health challenge, marked by a rising prevalence.
Accurate early detection is paramount for effective treatment and improved patient outcomes …

[HTML][HTML] Develo** a weakly supervised deep learning framework for breast cancer diagnosis with HR status based on mammography images

M Zhang, C Wang, L Cai, J Zhao, Y Xu, J ** sizes on mammographic breast cancer classification using CNN
GM Harshvardhan, K Mori, S Verma… - 2023 IEEE 23rd …, 2023 - ieeexplore.ieee.org
Early-stage diagnosis of breast cancer can help plan a patient's prognosis more effectively,
and also reduce the clinician's workload of manually inspecting mammograms, thereby …

Feature Techniques with a Custom

MT Mahmud, MS Islam, S Yasar - Proceedings of Trends in …, 2025 - books.google.com
The most occurring cancer worldwide is breast cancer in which abnormal breast cells grow
and form tumors. If left unchecked, it can be more fatal and can spread throughout the body …

Enhancing Diagnostic Accuracy of Drug-Resistant Tuberculosis on Chest X-rays Using Data-Efficient Image Transformers

J Mnyambo, A Aly, SM Zhou, Y Wei, S Mullin… - 2024 - pearl.plymouth.ac.uk
Tuberculosis is an infectious disease with increasing fatalities around the world. The
diagnosis of the diseaseis a major challenge to its control and management due to the lack …

Detection and Staging of Invasive Ductal Carcinoma Using Deep Learning and CNN

S Sudhanva, CS Shashank… - 2023 14th …, 2023 - ieeexplore.ieee.org
Breast Cancer occurs when cells in the breast grow and multiply in an uncontrolled manner.
It can be localised or spread to and invade other parts of the body. Invasive Ductal …