An Improved Fully Automated Breast Cancer Detection and Classification System
Source abstract
Abstract
More than 500,000 patients are diagnosed with breast cancer annually. Authorities worldwide reported a death rate of 11.6% in 2018. Breast tumors are considered a fatal disease and primarily affect middle-aged women. Various ... | Find, read and cite all the research you need on Tech Science Press
Source: openalex_inverted_index · Quality: baseline
Research context
OpenAlex topics: AI in cancer detection · Radiomics and Machine Learning in Medical Imaging
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (33)
Show source-provided references
1. Biomedical diagnosis of breast cancer using deep learning and multiple classifiers10.3390/diagnostics12112863 ↗
2. Breast cancer diagnosis using feature selection approaches and Bayesian optimization10.32604/csse.2023.033003 ↗
3. A framework of deep learning and selection-based breast cancer detection from histopathology images10.32604/csse.2023.030463 ↗
4. Diagnostic and practical value of abbreviated contrast enhanced magnetic resonance imaging in breast cancer diagnostics10.3390/cancers14225645 ↗
5. Unsupervised analysis based on DCE-MRI radiomics features revealed three novel breast cancer subtypes with distinct clinical outcomes and biological characteristics10.3390/cancers14225507 ↗
6. Classic and new markers in diagnostics and classification of breast cancer
7. The role of deep learning in advancing breast cancer detection using different imaging modalities: A systematic review10.3390/cancers14215334 ↗
8. A soft label deep learning to assist breast cancer target therapy and thyroid cancer diagnosis10.3390/cancers14215312 ↗
9. Over-the-counter breast cancer classification using machine learning and patient registration record10.3390/diagnostics12112826 ↗
10. Strategies for enhancing the multi-stage classification performances of HER2 breast cancer from hematoxylin and eosin images10.3390/diagnostics12112825 ↗
11. Advanced magnetic resonance imaging modalities for breast cancer diagnosis: An overview of recent findings
12. BUVITNET: Breast ultrasound detection via vision transformers10.3390/diagnostics12112654 ↗
13. Mammogram learning system for breast cancer diagnosis using deep learning SVM10.32604/csse.2022.016376 ↗
14. Breast cancer screening in low-income countries: A new program for downstaging breast cancer in Tanzania10.1155/2022/9795534 ↗
15. Breast cancer identification using machine learning10.1155/2022/8122895 ↗
16. Breast cancer prediction empowered with fine-tuning10.1155/2022/5918686 ↗
17. Improved machine learning-based predictive models for breast cancer diagnosis10.3390/ijerph19063211 ↗
18. A chopper negative-r delta-sigma ADC for audio MEMS sensors10.32604/cmes.2022.016086 ↗
19. Treatment landscape of triple-negative breast cancer expanded options, evolving needs
20. Breast cancer
21. Clinical diagnosis and management of breast cancer
22. Breast cancer-epidemiology, classification, pathogenesis and treatment (review of literature)
23. Brain tumor: Hybrid feature extraction based on unet and 3dcnn10.32604/csse.2023.032488 ↗
24. Modified self-adaptive Bayesian algorithm for smart heart disease prediction in IoT system10.3390/su142114208 ↗
25. A linear discriminant analysis and classification model for breast cancer diagnosis10.3390/app122211455 ↗
26. Adebiyi · Using Multimedia Systems, Tools, and Technologies for Smart Healthcare Services · 2022 · 9610.4018/978-1-6684-5741-2.ch007 ↗
27. Afolayan · Intelligent Healthcare Infrastructure, Algorithms and Management · 2022 · 6110.1007/978-981-16-8150-9_4 ↗
28. Attention-guided multi-scale deep object detection framework for lymphocyte analysis in IHC histology images10.1093/jmicro/dfac051 ↗
29. A dataset for breast cancer histopathological image classification10.1109/TBME.2015.2496264 ↗
30. King abdulaziz university breast cancer mammogram dataset (KAU-BCMD)
31. BreCaHAD: A dataset for breast cancer histopathological annotation and diagnosis10.1186/s13104-019-4121-7 ↗
32. Breast tumor computer-aided detection system based on magnetic resonance imaging using convolutional neural network10.32604/cmes.2021.017897 ↗
33. Detection of tumour infiltrating lymphocytes in CD3 and CD8 stained histopathological images using a two-phase deep CNN10.1016/j.pdpdt.2021.102676 ↗