[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
… and in particular machine learning to facilitate and enhance medical analysis and diagnosis
is a … In this paper, we show that how unsupervised feature learning can be used for cancer

Cancer diagnosis using deep learning: a bibliographic review

K Munir, H Elahi, A Ayub, F Frezza, A Rizzi - Cancers, 2019 - mdpi.com
… of cancer diagnosis, which includes steps of cancer diagnosis followed by the typical
classification methods used by doctors, providing a historical idea of cancer … for cancer diagnosis, …

Deep learning in cancer diagnosis, prognosis and treatment selection

KA Tran, O Kondrashova, A Bradley, ED Williams… - Genome Medicine, 2021 - Springer
… We focus on the deep learning applications for omics data … of how deep learning may
be applied in cancer diagnosis, … for the application of deep learning in precision oncology, …

Rise of the machines: advances in deep learning for cancer diagnosis

AB Levine, C Schlosser, J Grewal, R Coope… - Trends in cancer, 2019 - cell.com
Deep learning refers to a set of computer models that have … Furthermore, it is possible that
deep learning could be used to … -of-the-art in applying deep learning for cancer diagnosis, and …

[图书][B] Deep learning for cancer diagnosis

U Kose, J Alzubi - 2021 - Springer
diagnosis processes. Except from these, it is also easy to get informed about how specific
types of cancers are diagnosed thanks to deep learning… on cancer diagnosis via deep learning

Computer aided lung cancer diagnosis with deep learning algorithms

W Sun, B Zheng, W Qian - … 2016: computer-aided diagnosis, 2016 - spiedigitallibrary.org
… structured applications used in medical imaging diagnosis area, … of using deep learning
algorithms for lung cancer diagnosis with … Three deep learning algorithms were designed and …

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
… on the applications of deep learning for cancer detection and diagnosis and hope to provide
an … on deep learning and the popular architectures used for cancer detection and diagnosis. …

Designing deep learning studies in cancer diagnostics

A Kleppe, OJ Skrede, S De Raedt, K Liestøl… - … Reviews Cancer, 2021 - nature.com
deep learning was not used to predict or classify features relevant for cancer diagnosis, …
data distortion may work to improve deep learning systems in cancer diagnostics, we show this …

Survey on machine learning and deep learning applications in breast cancer diagnosis

G Chugh, S Kumar, N Singh - Cognitive Computation, 2021 - Springer
… breast cancer diagnosis using deep learningdeep learning for breast cancer diagnosis:
Less availability of large-scale reliable datasets from expert doctors for breast cancer diagnosis

Pathologist-level interpretable whole-slide cancer diagnosis with deep learning

Z Zhang, P Chen, M McGough, F Xing… - Nature Machine …, 2019 - nature.com
… consensus in small cancer centres. Our method is data-agnostic. With the success of deep
learning, we believe that our method has strong generalizability for learning complex tissue …