Deep learning in breast cancer detection and classification

G Hamed, MAER Marey, SES Amin… - Proceedings of the …, 2020 - Springer
… is achieved using machine learning techniques. In this paper, we present the most recent
breast cancer detection and classification models that are machine learning based models by …

Multiclass skin cancer classification using ensemble of fine-tuned deep learning models

N Kausar, A Hameed, M Sattar, R Ashraf, AS Imran… - Applied Sciences, 2021 - mdpi.com
… the research to multiclass classification with better performance ratios. We have developed
deep learning-based ensemble classification models for multiclass skin cancer classification. …

Extending 2-D convolutional neural networks to 3-D for advancing deep learning cancer classification with application to MRI liver tumor differentiation

E Trivizakis, GC Manikis, K Nikiforaki… - IEEE journal of …, 2018 - ieeexplore.ieee.org
… CNN classification architecture for discriminating between primary and metastatic liver cancer
, primary and secondary liver cancer classification. In addition, it is the first 3D tomographic …

A machine learning approach to diagnosing lung and colon cancer using a deep learning-based classification framework

M Masud, N Sikder, AA Nahid, AK Bairagi, MA AlZain - Sensors, 2021 - mdpi.com
… Sparse Representation-based Classification (mSRC) method for lung cancer diagnosis [14]. …
for lung cancer classification. Their method reached an 88.10% classification accuracy on …

Breast cancer classification using deep neural networks

S Karthik, R Srinivasa Perumal… - … Computing and Its …, 2018 - Springer
deep learning method for hyper-spectral data classification. This chapter used DNN to learn
deep … The DNN with multiple layers of processing is applied to classify the breast cancer data…

Deep learning on histopathology images for breast cancer classification: A bibliometric analysis

SSM Khairi, MAA Bakar, MA Alias, SA Bakar, CY Liong… - Healthcare, 2021 - mdpi.com
… of breast cancer image classification publications. The clear … in the deep learning on breast
cancer image classification … and citations on deep learning approaches published from the …

Effects of label noise on deep learning-based skin cancer classification

A Hekler, JN Kather, E Krieghoff-Henning… - Frontiers in …, 2020 - frontiersin.org
… Recent studies have shown that deep learning is capable of … However, many studies in
skin cancer classification utilize non-… , deep learning methods for skin cancer classification are …

A novel deep learning based framework for the detection and classification of breast cancer using transfer learning

SU Khan, N Islam, Z Jan, IU Din… - Pattern Recognition …, 2019 - Elsevier
… The detection and classification of breast cancer in the early stages of its development may
… a novel deep learning framework for the detection and classification of breast cancer in …

An enhanced deep learning approach for brain cancer MRI images classification using residual networks

SAA Ismael, A Mohammed, H Hefny - Artificial intelligence in medicine, 2020 - Elsevier
… the best deep learning model and architecture that optimally classifies brain cancer. However,
… This paper proposes an enhanced deep learning model for brain tumor classification from …

Breast cancer classification using deep belief networks

AM Abdel-Zaher, AM Eldeib - Expert Systems with Applications, 2016 - Elsevier
… The non-linear classification task converted to linear classification problem in high-… has
shifted to deep learning. Deep learning is a set of algorithms in machine learning that attempts to …