[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 …

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. …

Novel breast cancer classification framework based on deep learning

WM Salama, AM Elbagoury, MH Aly - IET Image Processing, 2020 - Wiley Online Library
… This paper shows that accurate classification of screening mammograms can be achieved
with a deep learning model trained in an end-to-end. Tables 1 and 2 explain datasets details, …

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 …

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
… of deep learning techniques in Cancer Prediction. Further, Section 5 embraces the literature
of recent studies that have explored the deep learningdeep learning-based classification

Deep learning approach for microarray cancer data classification

HS Basavegowda, G Dagnew - CAAI Transactions on …, 2020 - Wiley Online Library
… measures and improve the cancer diagnosis procedure [[19]]. … a deep learning-based
classifier to classify microarray cancer data. Deep learning takes a large volume of data to learn

[PDF][PDF] Cervical cancer classification using combined machine learning and deep learning approach

H Alquran, WA Mustafa, IA Qasmieh… - Comput. Mater …, 2022 - researchgate.net
… This paper proposed an automatic system based on deep graphical features extracted by
ResNet101 to classify cervical cancer images. The presented method is focused on the …

An optimized framework for cancer classification using deep learning and genetic algorithm

A Sharma, R Rani - Journal of medical imaging and health …, 2017 - ingentaconnect.com
… is scalable cancer classification using gene expression data and automated feature extraction
using deep learning. In this paper, our technique is applied to classify cancer types from …

Breast cancer classification using deep learning approaches and histopathology image: A comparison study

F Shahidi, SM Daud, H Abas, NA Ahmad… - Ieee …, 2020 - ieeexplore.ieee.org
… as detection, classification, and segmentation [17]. This study aimed to show deep
learning techniques in the field of breast cancer histopathological image classification. The …