Radiomics and Radiogenomics in Neuro-Oncology: An Artificial Intelligence Paradigm - Volume 1: Radiogenomics Flow Using Artificial Intelligence

ISBN-13: 9780443185083 / Angielski

Sanjay Saxena; Jasjit Suri

Spis treści

Section 1: Introduction

1. Fundamental pipelines of Radiomics and Radiogenomics(R-n-R)
Contributors - Ishan Ayus, Biswajit Jena, Sanjay Saxena

2. Artificial Intelligence, its Components and crucial technologies for implementation
Contributors - Rupsa Bhattacharjee, Snekha Thakran

3. Radiomics and Radiogenomics(R-n-R) with?Artificial Intelligence:?approaches,??applications,?advances,?current challenges,?future?perspectives
Contributor - Pinar Kirci
Section 2: Genomics and Molecular Study of Brain Cancer

4. Brain Cancer and World Health Organization
Contributors - Moirangthem Gelson Singh , Sanjay Saxena , Suvendu Rup , Sarthak Padhi

5. Genomic and Genetic levels alteration in Brain Cancer
Contributors - Shantilata Palei, Sakshi Arora, Sanjay Saxena, Niranjan Kaushik

6. Role of Molecular Markers in Diagnosis and Prognosis of Gliomas(Brain Tumor)
Contributor - Anand Kumar Pandey

7. Multi-omics studies in Neuro-Oncology
Contributors - Mullapudi Venkata Sai Samartha, Sakshi Arora, Shantilata Palei, Vitthal Gupta, Sanjay Saxena

Section 3: Medical Imaging Modalities and Analysis in Neuro-Oncology

8. Medical image analysis steps: Medical image acquisition to classification(or regression) in Neuro-Oncology
Contributors - Suchismita Das, Meghna, Sanjay Saxena

9. MRI: An important Biomarker for radiomics study of brain cancer and Its uses in Machine Learning
Contributors - Sudip Paul and Vinayak Majhi

10. Deep learning algorithms for imaging gliomas for diagnosis, prognosis, and treatment strategies predictions
Contributor- Anand Kumar Pandey
Section 4: Radiomics and Radiogenomics in Neuro-Oncology

11. Radiomics and Radiogenomics of Central Nervous System Metastatic Lesions
Contributor - Teresa Perillo

12. Clinical Applications implementation in Neuro-Oncology using Machine Learning Approaches
Contributors - Biswajit Jena, Ishan Ayus, Sanjay Saxena

13. Applications and Constraints of Artificial Intelligence in Radiomics and Radiogenomics(R-n-R) Studies in Neuro-Oncology
Contributors - Shovna Panda, Sarthak Padhi, Vitthal Gupta, Jasjit S. Suri, Sanjay Saxena