Deep Learning in Cancer Diagnostics A Feature-based Transfer Learning Evaluation
Cancer is the leading cause of mortality in most, if not all, countries around the globe. It is worth noting that the World Health Organisation (WHO) in 2019 estimated that cancer is the primary or secondary leading cause of death in 112 of 183 countries for individuals less than 70 years old, which...
| Main Authors: | , , , |
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| Format: | eBook |
| Language: | English |
| Published: |
Singapore
Springer Nature Singapore
2023, 2023
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| Edition: | 1st ed. 2023 |
| Series: | SpringerBriefs in Forensic and Medical Bioinformatics
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| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- 1. Epidemiology, detection and management of cancer
- 2. A VGG16 feature-based Transfer Learning Evaluation for the diagnosis of Oral Squamous Cell Carcinoma (OSCC)
- 3. The Classification of Breast Cancer: The effect of hyperparameter optimisation towards the efficacy of feature-based transfer learning pipeline
- 4. The Classification of Lung Cancer: A DenseNet feature-based Transfer Learning Evaluation
- 5. Skin Cancer Diagnostics: A VGG Ensemble Approach
- 6. The Way Forward