Benchmarking of lightweight deep learning architectures for skin cancer classification using ISIC 2017 dataset

A Yilmaz, M Kalebasi, Y Samoylenko… - arXiv preprint arXiv …, 2021 - arxiv.org
… skin cancer. For this reason, the number of studies on skin cancer classification with deep
learning … comparison of deep learning models for skin cancer classification was made. Table III …

Deep learning based lung cancer detection and classification

N Kalaivani, N Manimaran, S Sophia… - IOP conference series …, 2020 - iopscience.iop.org
… filter is introduced in after cancer nodule detection, ed its classification as normal or … We
will ata augmentation is an important in deep learning and in certain illions of images, so this …

[HTML][HTML] Interpretable deep learning approach for oral cancer classification using guided attention inference network

KC Figueroa, B Song, S Sunny, S Li… - … of biomedical optics, 2022 - spiedigitallibrary.org
… malignant lesion classification deep learning model and … classify images but also develop
a deeper understanding of what specifically in the image contributes to correct classification. …

[HTML][HTML] An annotation-free whole-slide training approach to pathological classification of lung cancer types using deep learning

CL Chen, CC Chen, WH Yu, SH Chen… - Nature …, 2021 - nature.com
… In MIL for slide-level cancer classification, if patches with the … slide should be classified as
cancer; otherwise, when patches … directly applied to WSI classification and outperforms the MIL …

[HTML][HTML] Deep learning for cancer type classification and driver gene identification

Z Zeng, C Mao, A Vo, X Li, JO Nugent, SA Khan… - BMC …, 2021 - Springer
… Inspired by the successful applications of deep learning models in genomics … deep learning
models to study the tumor raw sequences, namely Deep learning for disease Classification

Deep learning approach for classification of breast cancer

M TOĞAÇAR, B ERGEN - 2018 international conference on …, 2018 - ieeexplore.ieee.org
… Many methods have been used to classify breast cancer. One of the … is deep learning-based
methods. The most important reason for choosing the deep learning model for breast cancer

Deep learning-based approaches for robust classification of cervical cancer

I Pacal, S Kılıcarslan - Neural Computing and Applications, 2023 - Springer
… , optimized hyperparameters, and ensemble learning techniques to improve classification
… However, for cancer classification, we utilized only the cell images during the training phase…

Five-grade cancer classification of colon histology images via deep learning

M Dabass, R Vig, S Vashisth - Communication and Computing …, 2019 - taylorfrancis.com
… In order to curb this challenge, an automated supervised technique using deep learning
-grade cancer classification via 31 layers deep CNN. The proposed model results classification

[HTML][HTML] Impact of a deep learning assistant on the histopathologic classification of liver cancer

A Kiani, B Uyumazturk, P Rajpurkar, A Wang… - NPJ digital …, 2020 - nature.com
… In this study, we developed a deep learning-based assistant to help pathologists
differentiate between two subtypes of primary liver cancer, hepatocellular carcinoma and …

[HTML][HTML] DeepGene: an advanced cancer type classifier based on deep learning and somatic point mutations

Y Yuan, Y Shi, C Li, J Kim, W Cai, Z Han, DD Feng - BMC bioinformatics, 2016 - Springer
… the gene data after CGF and ISR for cancer classification. With the capacity of high-… deep
features from the complexly correlated gene data, and significantly improve the classification