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

Breast cancer histopathology image classification using an ensemble of deep learning models

Z Hameed, S Zahia, B Garcia-Zapirain, J Javier Aguirre… - Sensors, 2020 - mdpi.com
… However, the histopathological analysis of breast cancer is non-trivial, labor-… deep
learning approach for the definite classification of non-carcinoma and carcinoma breast cancer

Deep learning-based algorithm for skin cancer classification

MA Ismail, N Hameed, J Clos - … of International Conference on Trends in …, 2021 - Springer
… Melanoma accounts for 4% of the new cancer cases diagnosed in the UK annually. This …
This paper proposes a classification framework using the innovations made in deep learning. …

Deep learning framework for multi-class breast cancer histology image classification

YS Vang, Z Chen, X Xie - … International Conference, ICIAR 2018, Póvoa de …, 2018 - Springer
… task of four-class classification of breast cancer histology images. Here we present a deep
learning framework for the task of multi-class breast cancer histology image classification. Our …

A deep learning based approach to lung cancer identification

E Cengil, A Cinar - … conference on artificial intelligence and data …, 2018 - ieeexplore.ieee.org
… by diagnosing cancer is important in reducing the risk of death. In this paper, classification
of lung nodules is performs using CT images of SPIE-AAPM-LungX data. Deep learning has …

Deep learning-based classification of liver cancer histopathology images using only global labels

C Sun, A Xu, D Liu, Z Xiong, F Zhao… - IEEE journal of …, 2019 - ieeexplore.ieee.org
… a deep learning method for liver cancer histopathological image classification using only …
data, this paper proposes a deep learning method for the classification of liver histopathological …

[PDF][PDF] Skin cancer classification dermatologist-level based on deep learning model

S Albawi, MH Arif, J Waleed - Acta Scientiarum. Technology, 2023 - academia.edu
… In this paper, the CNN-based skin cancer classification was presented, which is considered
a good feature extractor algorithm compared to the DNN. The proposed models do not need …

A novel deep-learning model for automatic detection and classification of breast cancer using the transfer-learning technique

A Saber, M Sakr, OM Abo-Seida, A Keshk… - IEEe Access, 2021 - ieeexplore.ieee.org
… In this paper, a novel deep learning model for improving the classification results on the
MIAS dataset was proposed. The purpose of this model is to help medical doctors in BC detec…

Deep learning for the classification of small-cell and non-small-cell lung cancer

M Kriegsmann, C Haag, CA Weis, G Steinbuss… - Cancers, 2020 - mdpi.com
… in lung cancer. … ) to classify the most common lung cancer subtypes, pulmonary
adenocarcinoma (ADC), pulmonary squamous cell carcinoma (SqCC), and small-cell lung cancer

A deep learning-based multi-model ensemble method for cancer prediction

Y Xiao, J Wu, Z Lin, X Zhao - Computer methods and programs in …, 2018 - Elsevier
… In this paper, we attempt to use deep neural networks to ensemble five classification models,
which are kNN, SVMs, DTs, RFs and gradient boosting decision trees (GBDTs), to construct …