Deep learning cascaded feature selection framework for breast cancer classification: Hybrid CNN with univariate-based approach

NA Samee, G Atteia, S Meshoul, MA Al-antari… - Mathematics, 2022 - mdpi.com
… The effectiveness of regression and classification models is … work in using deep learning for
breast cancer classification in … -trained CNNs to classify breast mammograms are submitted …

A classification model for the prostate cancer based on deep learning

Y Liu, X An - 2017 10th international congress on image and …, 2017 - ieeexplore.ieee.org
… of prostate cancer discrimination. Aiming to assist doctors’ diagnosis, this paper starts …
deep learning algorithm, and then build a deep learning classification model for prostate cancer

Deep learning-based transfer learning for classification of skin cancer

S Jain, U Singhania, B Tripathy, EA Nasr, MK Aboudaif… - Sensors, 2021 - mdpi.com
… With the advent of deep learning concepts [5], we can classify skin cancer detection in seven
diagnostic categories, namely melanocytic nevi, melanoma, benign keratosis-like lesions, …

Deep learning for identifying metastatic breast cancer

D Wang, A Khosla, R Gargeya, H Irshad… - arXiv preprint arXiv …, 2016 - arxiv.org
… regions of the WSIs and trains a classification model to discriminate between the positive …
four well-known deep learning network architectures for this classification task: GoogLeNet […

Deep learning in image classification using residual network (ResNet) variants for detection of colorectal cancer

D Sarwinda, RH Paradisa, A Bustamam… - Procedia Computer …, 2021 - Elsevier
… a deep learning method in image classification for the detection of colorectal cancer with
ResNet architecture. The exceptional performance of a deep learning classification incites …

Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learning

N Coudray, PS Ocampo, T Sakellaropoulos, N Narula… - Nature medicine, 2018 - nature.com
… Here, we demonstrate how the field can further benefit from deep learning by presenting a
strategy based on convolutional neural networks (CNNs) that not only outperforms methods in …

Multiple types of cancer classification using CT/MRI images based on learning without forgetting powered deep learning models

M Subramanian, J Cho, VE Sathishkumar… - IEEE …, 2023 - ieeexplore.ieee.org
… (AI) to automate cancer detection might allow us to … deep learning models are proposed
to classify the images of eight kinds of cancer, such as lung, brain, breast, and cervical cancer. …

Deep learning techniques for the classification of colorectal cancer tissue

MJ Tsai, YH Tao - Electronics, 2021 - mdpi.com
… a systematic study of deep learning and its application for the classification of pathological …
transfer learning of deep learning architecture for the classification of colorectal cancer tissue, …

A survey on human cancer categorization based on deep learning

A Ibrahim, HK Mohamed, A Maher… - Frontiers in Artificial …, 2022 - frontiersin.org
… The survey comprises the usage of deep learning for object detection, classification, …
cancer types have also been introduced. This article discusses the Vision-Based Deep Learning

Prostate cancer classification from ultrasound and MRI images using deep learning based Explainable Artificial Intelligence

MR Hassan, MF Islam, MZ Uddin, G Ghoshal… - Future Generation …, 2022 - Elsevier
… with early detection of the cancer so that appropriate intervention … classification algorithm
by fusing a number of deep learning approaches has been proposed to detect prostate cancer