Radiomics and radiogenomics in neuro-oncology : first international workshop, RNO-AI 2019, held in conjunction with MICCAI 2019, Shenzhen, China, October 13, proceedings /: first international workshop, RNO-AI 2019, held in conjunction with MICCAI 2019, Shenzhen, China, October 13, proceedings. (2020)

• Record Type: Book
• Further Information: Note: Hassan Mohy-un-Din, Saima Rathore (eds.).
• Editors: Mohy-un-Din, Hassan
• Other Names: Radiomics and Radiogenomics in Neuro-oncology Using AI Workshop, 1st
• Contents: Current Status of the Use of Machine Learning and Magnetic Resonance Imaging in the Field of Neuro- Radiomics -- Opportunities and Advances in Radiomics and Radiogenomics in Neuro-Oncology -- A Survey on Recent Advancements for AI Enabled Radiomics in Neuro-Oncology -- Multimodal MRI for Radiogenomic Analysis of PTEN Mutation in Glioblastoma -- Deep radiomic features from MRI scans predict survival outcome of recurrent glio-blastoma -- cuRadiomics: A GPU-based Radiomics Feature Extraction Toolkit -- On validating multimodal MRI based stratification of IDH genotype in high grade gliomas using CNNs and its comparison to radiomics -- Imaging signature of 1p/19q co-deletion status derived via machine learning in lower grade glioma -- A feature-pooling and signature-pooling method for feature selection for quantitative image analysis: application to a radiomics model for survival in glioma -- Radiomics-Enhanced Multi-Task Neural Network for Non-invasive Glioma Subtyp-ing and Segmentation.
• Publisher Details: Cham : Springer
• Publication Date: 2020
• Copyright Date: 2020
• Extent: 1 online resource (91 pages)
• Subjects: 572.8/38; Radiogenetics -- Congresses; Radiation -- Physiological effect -- Congresses; Radiation Genetics; Radiation -- Physiological effect; Radiogenetics; Conference papers and proceedings
• Languages: English
• ISBNs: 9783030401245
• Related ISBNs: 9783030401238
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.