Concepedia

A novel end-to-end deep learning approach for cancer detection based on microscopic medical images

Mohamed Hammad, Mohamed Bakrey, Ali Bakhiet, Ryszard Tadeusiewicz, Ahmed A. Abd El‐Latif, Paweł Pławiak

Journal of Applied Biomedicine · 2022 · 34 citations · 32 references

Concepts

ComputingComputer ScienceOncologyBiomedical ImagingComputer VisionMachine LearningCancer DetectionCancer Early DetectionEarly Cancer DetectionMedical Image AnalysisMedical ImagingTumor DetectionConvolutional Neural Network DetectionDeep Learning-based DiagnosisDeep Learning-based Lesion ClassificationImage-based Tumor DetectionPrimary Tumor DetectionTumor Candidate DetectionTumor Detection In Histology

References

32

The Cancer Genome Atlas Pan-Cancer analysis project

John N. Weinstein, Gordon B. Mills, Kenna Shaw et al. · Nature Genetics · 2013 · 9.5K citations · Full text

Medicine, Genetics, Oncology +13

Breast cancer diagnosis based on feature extraction using a hybrid of K-means and support vector machine algorithms

Bichen Zheng, Sang Won Yoon, Sarah S. Lam · Expert Systems with Applications · 2013 · 550 citations

Computing, Biomedical Informatics, Oncology +14

Deep learning for image-based cancer detection and diagnosis − A survey

Zilong Hu, Jinshan Tang, Ziming Wang et al. · Pattern Recognition · 2018 · 506 citations

Computing, Computer Science, Oncology +14

Review on deep learning applications in frequency analysis and control of modern power system

Yi Zhang, Xiaohan Shi, Hengxu Zhang et al. · International Journal of Electrical Power & Energy Systems · 2021 · 286 citations

Computing, Computer Science, Electrical Engineering +16

Efficient Classification of White Blood Cell Leukemia with Improved Swarm Optimization of Deep Features

Ahmed T. Sahlol, Philip Kollmannsberger, Ahmed A. Ewees · Scientific Reports · 2020 · 279 citations · Full text

Computing, Computer Science, Hematology +17