A review on a deep learning perspective in brain cancer classification

GS Tandel, M Biswas, OG Kakde, A Tiwari, HS Suri… - Cancers, 2019 - mdpi.com
… brain cancer, imaging modalities of brain cancer and automatic computer assisted methods
for brain cancer characterization in a machine and deep learning … brain cancer classification

Deep learning-based breast cancer classification through medical imaging modalities: state of the art and research challenges

G Murtaza, L Shuib, AW Abdul Wahab… - Artificial Intelligence …, 2020 - Springer
… types, including breast cancer, by using traditional machine learning approaches … cancer
classification by using medical imaging multimodalities through state-of-the-art artificial deep

[HTML][HTML] Gastrointestinal cancer classification and prognostication from histology using deep learning: Systematic review

S Kuntz, E Krieghoff-Henning, JN Kather, T Jutzi… - … Journal of Cancer, 2021 - Elsevier
… predictive biomarkers: 14 studies on colorectal or rectal cancer, three studies on gastric
cancer and none on esophageal cancer. These studies were categorised according to their end-…

A deep learning method for breast cancer classification in the pathology images

M Liu, L Hu, Y Tang, C Wang, Y He… - IEEE Journal of …, 2022 - ieeexplore.ieee.org
… way of regularizing deep learning models is to penalize confident output distributions.
Motivated by these remarks, this paper proposes a breast cancer classification framework based …

[HTML][HTML] Deep learning classification of lung cancer histology using CT images

TL Chaunzwa, A Hosny, Y Xu, A Shafer, N Diao… - Scientific reports, 2021 - nature.com
… advances in radiomics and deep learning to develop models … Cancer Survival (BLCS)
cohort, we created deep learning … the potential for deep learning based radiomics to enhance …

DeepGx: deep learning using gene expression for cancer classification

JM de Guia, M Devaraj, CK Leung - Proceedings of the 2019 IEEE/ACM …, 2019 - dl.acm.org
… related to cancer types through the heat map and associate them with biomarkers. Our
CNN for the classification task fosters the deep learning framework in the cancer genome …

A fully-automated deep learning pipeline for cervical cancer classification

Z Alyafeai, L Ghouti - Expert Systems with Applications, 2020 - Elsevier
… This dataset is used to train the feature extraction and cancer classification modules in our
proposed deep learning pipelines. Throughout this project life cycle, cervigram images and …

Breast cancer classification from ultrasound images using probability-based optimal deep learning feature fusion

K Jabeen, MA Khan, M Alhaisoni, U Tariq, YD Zhang… - Sensors, 2022 - mdpi.com
… for breast cancer classification from ultrasound images that employs deep learning and the
fusion … deep learning-based method for breast cancer classification from ultrasound images. …

Breast cancer classification from histopathological images using patch-based deep learning modeling

I Hirra, M Ahmad, A Hussain, MU Ashraf… - IEEE …, 2021 - ieeexplore.ieee.org
… rarely in breast cancer classification. In this study, application of deep learning has been
exploit using the DBN model for the classification of breast cancer using histopathology images. …

The development of a skin cancer classification system for pigmented skin lesions using deep learning

S Jinnai, N Yamazaki, Y Hirano, Y Sugawara, Y Ohe… - Biomolecules, 2020 - mdpi.com
… In this study, we developed a classification system by deep learning for brown to black … in
six-class classification. The skin tumor classification system using deep learning showed better …