Methodology in Radiomics: Step-by-step Guide in Radiomics Pipeline
Editat de Salvatore Claudio Fanni, Lorenzo Faggioni, Isabella Castiglioni, Emanuele Nerien Limba Engleză Paperback – aug 2025
- Provides a complete overview of the history and fundamentals of radiomics
- Includes step-by step guidance for designing a high-quality radiomic study
- Offers comprehensive information necessary for the interpretation of radiomic studies’ methodology and results
- Reviews radiomics application in healthcare and future directions in research
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Specificații
ISBN-13: 9780443292422
ISBN-10: 0443292426
Pagini: 250
Dimensiuni: 191 x 235 mm
Editura: ELSEVIER SCIENCE
ISBN-10: 0443292426
Pagini: 250
Dimensiuni: 191 x 235 mm
Editura: ELSEVIER SCIENCE
Cuprins
1. Brief history and fundamentals of radiomics
2. Sourcing good data: from image acquisition to segmentation
3. Radiomics features: making order out of chaos
4. Standardization and quality assessment
5. From statistics to machine learning: principles of data analysis
6 Model validation
7. Deriving knowledge from different sources: radiomics and clinical data
8. Deep radiomics
9. The multi-omics breakthrough in the new age of data
10. The open chapter: radiomics applications in healthcare
2. Sourcing good data: from image acquisition to segmentation
3. Radiomics features: making order out of chaos
4. Standardization and quality assessment
5. From statistics to machine learning: principles of data analysis
6 Model validation
7. Deriving knowledge from different sources: radiomics and clinical data
8. Deep radiomics
9. The multi-omics breakthrough in the new age of data
10. The open chapter: radiomics applications in healthcare