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

[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
… For example, for the feature learning that forms the basis for prostate cancer classification
we can use samples from breast cancer, lung cancer, and many other cancers which are …

[PDF][PDF] Multi-class breast cancer classification using deep learning convolutional neural network

M Nawaz, AA Sewissy, THA Soliman - Int. J. Adv. Comput. Sci. Appl, 2018 - academia.edu
… diagnosis of breast cancer. In this paper, we present a deep learning approach based on
a Convolutional Neural Network (CNN) model for multi-class breast cancer classification. The …

Skin cancer classification using deep learning and transfer learning

KM Hosny, MA Kassem… - 2018 9th Cairo …, 2018 - ieeexplore.ieee.org
classification method is proposed. In this method, a pre-trained deep learning network and
transfer learning are … In addition to fine-tuning and data augmentation, the transfer learning is …

[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 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 …

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 …

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 …

Skin cancer classification with deep learning: a systematic review

Y Wu, B Chen, A Zeng, D Pan, R Wang… - Frontiers in …, 2022 - frontiersin.org
… overview of the use of deep learning methods in skin cancer classification. We begin by … in
skin cancer classification, then review the frontier challenges in skin cancer classification and …