[HTML][HTML] Machine learning methods for cancer classification using gene expression data: A review

F Alharbi, A Vakanski - Bioengineering, 2023 - mdpi.com
… for cancer classification using machine learning methods. Both conventional and deep
learning-based approaches are reviewed, with an emphasis on the application of 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
… a number of machine learning classification techniques have been used to classify tissue …
of only a few hundred samples for a given tumor, this application requires a number of specific …

[HTML][HTML] 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
learning methods ie, machine learning (ML) and deep learning (DL) for automatic tissue
characterization and tumor … -the-art of brain tumor classification methods, current achievements, …

[HTML][HTML] A review on recent progress in machine learning and deep learning methods for cancer classification on gene expression data

AU Mazlan, NA Sahabudin, MA Remli, NSN Ismail… - Processes, 2021 - mdpi.com
… in ML and deep learning (DL) for cancer classification, which … The development of cancer
classification methods based on … many methods have been applied to the cancer classification

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
deep learning models is to penalize confident output distributions. Motivated by these
remarks, this paper proposes a breast cancer classification … data augmentation techniques to …

A comparative study of breast cancer tumor classification by classical machine learning methods and deep learning method

Yadavendra, S Chand - Machine Vision and Applications, 2020 - Springer
… , breast cancer, etc. Here, we intend to classify a breast cancer using machine learning
techniques. Breast cancer is one of the very fast-spreading diseases in women. A large number …

[HTML][HTML] Deep learning techniques for cancer classification using microarray gene expression data

S Gupta, MK Gupta, M Shabaz, A Sharma - Frontiers in Physiology, 2022 - frontiersin.org
… in deep learning-based feature selection techniques for gene … an extensive review of Deep
Learning architectures that have … deep learning system categorizes five types of cancer: colon …

[HTML][HTML] Accuracy analysis of deep learning methods in breast cancer classification: A structured review

M Yusoff, T Haryanto, H Suhartanto, WA Mustafa… - Diagnostics, 2023 - mdpi.com
… breast cancer image classification using DL methods. … methods to evaluate the performance
of current classification … proposed DL techniques to determine the best method for …

Breast cancer classification using machine learning techniques: A review

SH Abdulla, AM Sagheer, H Veisi - Turkish Journal of Computer and …, 2021 - turcomat.org
… ] utilized a deep learning approach to classify breast cancer images, convolution neural network
… Two approaches are used to classify breast cancer tumors, traditional machine learning

Cervix type and cervical cancer classification system using deep learning techniques

LW Habtemariam, ET Zewde… - Medical devices: evidence …, 2022 - Taylor & Francis
… In this paper, a deep learning approach has been employed … for cervix type and cervical
cancer classification. A total of 4005 … deep learning models for the cervix type classification. For …