A deep learning approach for cancer detection and relevant gene identification

P Danaee, R Ghaeini, DA Hendrix - Pacific symposium on …, 2017 - World Scientific
… of cancer and the identification of tumor-specific markers. Here we present a deep learning
approach to cancer detection… critical for the diagnosis of breast cancer. First, we used Stacked …

Deep learning for image-based cancer detection and diagnosis− A survey

Z Hu, J Tang, Z Wang, K Zhang, L Zhang, Q Sun - Pattern Recognition, 2018 - Elsevier
deep belief networks in the survey. Secondly, we provide a survey on the studies exploiting
deep learning for cancer detection … the applications of deep learning to cancer detection and …

[HTML][HTML] Skin cancer detection: a review using deep learning techniques

M Dildar, S Akram, M Irfan, HU Khan… - International journal of …, 2021 - mdpi.com
cancer detection in recent years. In this paper, we thoroughly discuss and analyze skin cancer
detection techniques based on deep learning… classical approaches of deep learning, such …

Deep learning for lung Cancer detection and classification

A Asuntha, A Srinivasan - Multimedia Tools and Applications, 2020 - Springer
… input lung image and to classify the lung cancer and its severity. To detect the location of
the cancerous lung nodules, this work uses novel Deep learning methods. This work uses best …

[HTML][HTML] Deep learning to improve breast cancer detection on screening mammography

L Shen, LR Margolies, JH Rothstein, E Fluder… - Scientific reports, 2019 - nature.com
… The rapid development of deep learning, a family of machine learning techniques, has …
Here, we develop a deep learning algorithm that can accurately detect breast cancer on …

Deep learning in breast cancer detection and classification

G Hamed, MAER Marey, SES Amin… - Proceedings of the …, 2020 - Springer
… is achieved using machine learning techniques. In this paper, we present the most recent
breast cancer detection and classification models that are machine learning based models by …

Breast cancer detection using deep learning: Datasets, methods, and challenges ahead

RA Dar, M Rasool, A Assad - Computers in biology and medicine, 2022 - Elsevier
… This research identifies the future research directions and challenges in selecting the Deep
Learning approaches for detection, segmentation and classification of Breast Cancer images …

[HTML][HTML] A review of explainable deep learning cancer detection models in medical imaging

MA Gulum, CM Trombley, M Kantardzic - Applied Sciences, 2021 - mdpi.com
… First, this work will focus on explainability for cancer detection … approaches for deep learning
cancer detection systems is … applied to cancer detection deep learning models. Finally, it …

[HTML][HTML] Breast cancer detection using infrared thermal imaging and a deep learning model

SJ Mambou, P Maresova, O Krejcar, A Selamat, K Kuca - Sensors, 2018 - mdpi.com
… and the areas surrounding developing breast cancer. Furthermore, through our research, we
cancer detection techniques using powerful computer vision techniques and deep learning

[PDF][PDF] Using deep learning to enhance cancer diagnosis and classification

R Fakoor, F Ladhak, A Nazi… - … on machine learning, 2013 - admis.tongji.edu.cn
… that how unsupervised feature learning can be used for cancer detection and cancer type …
cancer detection approaches is the possibility of applying data from various types of cancer