Computational Molecular Magnetic Resonance Imaging For Neuro Oncology
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Computational Molecular Magnetic Resonance Imaging For Neuro Oncology
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Author : Michael O. Dada
language : en
Publisher: Springer Nature
Release Date : 2021-07-31
Computational Molecular Magnetic Resonance Imaging For Neuro Oncology written by Michael O. Dada and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-07-31 with Science categories.
Based on the analytical methods and the computer programs presented in this book, all that may be needed to perform MRI tissue diagnosis is the availability of relaxometric data and simple computer program proficiency. These programs are easy to use, highly interactive and the data processing is fast and unambiguous. Laboratories (with or without sophisticated facilities) can perform computational magnetic resonance diagnosis with only T1 and T2 relaxation data. The results have motivated the use of data to produce data-driven predictions required for machine learning, artificial intelligence (AI) and deep learning for multidisciplinary and interdisciplinary research. Consequently, this book is intended to be very useful for students, scientists, engineers, the medical personnel and researchers who are interested in developing new concepts for deeper appreciation of computational magnetic resonance imaging for medical diagnosis, prognosis, therapy and management of tissue diseases.
Computational Molecular Magnetic Resonance Imaging For Neuro Oncology
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Author : Michael O. Dada
language : en
Publisher:
Release Date : 2021
Computational Molecular Magnetic Resonance Imaging For Neuro Oncology written by Michael O. Dada and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021 with categories.
Based on the analytical methods and the computer programs presented in this book, all that may be needed to perform MRI tissue diagnosis is the availability of relaxometric data and simple computer program proficiency. These programs are easy to use, highly interactive and the data processing is fast and unambiguous. Laboratories (with or without sophisticated facilities) can perform computational magnetic resonance diagnosis with only T1 and T2 relaxation data. The results have motivated the use of data to produce data-driven predictions required for machine learning, artificial intelligence (AI) and deep learning for multidisciplinary and interdisciplinary research. Consequently, this book is intended to be very useful for students, scientists, engineers, the medial personnel and researchers who are interested in developing new concepts for deeper appreciation of computational magnetic Resonance Imaging for medical diagnosis, prognosis, therapy and management of tissue diseases.
Digital Molecular Magnetic Resonance Imaging
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Author : Bamidele O. Awojoyogbe
language : en
Publisher: Springer Nature
Release Date : 2024-08-24
Digital Molecular Magnetic Resonance Imaging written by Bamidele O. Awojoyogbe and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-24 with Science categories.
This book pushes the limits of conventional MRI visualization methods by completely changing the medical imaging landscape and leads to innovations that will help patients and healthcare providers alike. It enhances the capabilities of MRI anatomical visualization to a level that has never before been possible for researchers and clinicians. The computational and digital algorithms developed can enable a more thorough understanding of the intricate structures found within the human body, surpassing the constraints of traditional 2D methods. The Physics-informed Neural Networks as presented can enhance three-dimensional rendering for deeper understanding of the spatial relationships and subtle abnormalities of anatomical features and sets the stage for upcoming advancements that could impact a wider range of digital heath modalities. This book opens the door to ultra-powerful digital molecular MRI powered by quantum computing that can perform calculations that would take supercomputers millions of years.
Advanced Imaging And Therapy In Neuro Oncology
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Author : Egesta Lopci
language : en
Publisher: Springer Nature
Release Date : 2024-08-01
Advanced Imaging And Therapy In Neuro Oncology written by Egesta Lopci and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-01 with Medical categories.
This book covers all diagnostic and therapeutic aspects of neuro-oncological diseases. In the last decade, the management of brain tumors has been revolutionized following the new WHO classification and thanks to the introduction of molecular markers into the clinical routine. From an imaging point of view, the continuous technological developments and the implementation of various radiopharmaceuticals have paved the way to new clinical indications and has helped optimize patient management. In this context, a major breakthrough could derive from the introduction of radiomics and artificial intelligence in the diagnostic and therapeutic pathway. Not forgetting the emerging role of heavy-ion therapy as a complement to the innovative drugs and treatments adopted in medical oncology and radiation therapy. In the present book, all above-mentioned aspects are covered, starting with the novel standards for the WHO classification of brain tumors, to the up-to-date surgical techniques and advanced therapeutic approaches, passing through the currently available imaging modalities and ongoing developments embracing both radiology and nuclear medicine discipline. Imaging represents indeed the “trait d'union” for all the arguments described in the book; therefore, in most chapters there are dedicated sessions focused on the role of imaging in each specific context. The publication aims to fill the gap between the clinicians and all professionals directly involved in the management of patients with brain tumors and the newest scientific outreach. Moreover, thanks to the comprehensive insight into the latest technological developments, scientists and researchers interested in the topic will find the book a useful tool for future studies and perspective discoveries.
Multimodal Brain Tumor Segmentation And Beyond
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Author : Bjoern Menze
language : en
Publisher: Frontiers Media SA
Release Date : 2021-08-10
Multimodal Brain Tumor Segmentation And Beyond written by Bjoern Menze and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-08-10 with Science categories.
Deep Learning And Parallel Computing Environment For Bioengineering Systems
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Author : Arun Kumar Sangaiah
language : en
Publisher: Academic Press
Release Date : 2019-07-26
Deep Learning And Parallel Computing Environment For Bioengineering Systems written by Arun Kumar Sangaiah and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-07-26 with Technology & Engineering categories.
Deep Learning and Parallel Computing Environment for Bioengineering Systems delivers a significant forum for the technical advancement of deep learning in parallel computing environment across bio-engineering diversified domains and its applications. Pursuing an interdisciplinary approach, it focuses on methods used to identify and acquire valid, potentially useful knowledge sources. Managing the gathered knowledge and applying it to multiple domains including health care, social networks, mining, recommendation systems, image processing, pattern recognition and predictions using deep learning paradigms is the major strength of this book. This book integrates the core ideas of deep learning and its applications in bio engineering application domains, to be accessible to all scholars and academicians. The proposed techniques and concepts in this book can be extended in future to accommodate changing business organizations' needs as well as practitioners' innovative ideas. - Presents novel, in-depth research contributions from a methodological/application perspective in understanding the fusion of deep machine learning paradigms and their capabilities in solving a diverse range of problems - Illustrates the state-of-the-art and recent developments in the new theories and applications of deep learning approaches applied to parallel computing environment in bioengineering systems - Provides concepts and technologies that are successfully used in the implementation of today's intelligent data-centric critical systems and multi-media Cloud-Big data
Radiomics And Radiogenomics
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Author : Ruijiang Li
language : en
Publisher: CRC Press
Release Date : 2019-07-09
Radiomics And Radiogenomics written by Ruijiang Li and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-07-09 with Science categories.
Radiomics and Radiogenomics: Technical Basis and Clinical Applications provides a first summary of the overlapping fields of radiomics and radiogenomics, showcasing how they are being used to evaluate disease characteristics and correlate with treatment response and patient prognosis. It explains the fundamental principles, technical bases, and clinical applications with a focus on oncology. The book’s expert authors present computational approaches for extracting imaging features that help to detect and characterize disease tissues for improving diagnosis, prognosis, and evaluation of therapy response. This book is intended for audiences including imaging scientists, medical physicists, as well as medical professionals and specialists such as diagnostic radiologists, radiation oncologists, and medical oncologists. Features Provides a first complete overview of the technical underpinnings and clinical applications of radiomics and radiogenomics Shows how they are improving diagnostic and prognostic decisions with greater efficacy Discusses the image informatics, quantitative imaging, feature extraction, predictive modeling, software tools, and other key areas Covers applications in oncology and beyond, covering all major disease sites in separate chapters Includes an introduction to basic principles and discussion of emerging research directions with a roadmap to clinical translation
Breakthrough In Imaging Guided Precision Medicine In Oncology
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Author : Laurent Dercle
language : en
Publisher: Frontiers Media SA
Release Date : 2022-03-11
Breakthrough In Imaging Guided Precision Medicine In Oncology written by Laurent Dercle and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-03-11 with Medical categories.
Neuro Oncology Compendium For The Boards And Clinical Practice
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Author : Maciej M. Mrugala
language : en
Publisher: Oxford University Press
Release Date : 2023
Neuro Oncology Compendium For The Boards And Clinical Practice written by Maciej M. Mrugala and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023 with Medical categories.
This essential text includes supplementary figures and tables, succinct review flashcards, end-of-chapter questions and answers, as well as end-of-volume exams so readers can review and test their own comprehension. Each chapter has been reviewed by the editors to ensure cohesive board-level verbiage, emphasizing practical clinical knowledge. Neuro-Oncology Compendium for the Boards and Clinical Practice is up-to-date and comprehensive, eliminating the need for multiple sources of study.
Brainlesion Glioma Multiple Sclerosis Stroke And Traumatic Brain Injuries
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Author : Alessandro Crimi
language : en
Publisher: Springer Nature
Release Date : 2021-03-26
Brainlesion Glioma Multiple Sclerosis Stroke And Traumatic Brain Injuries written by Alessandro Crimi and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-03-26 with Computers categories.
This two-volume set LNCS 12658 and 12659 constitutes the thoroughly refereed proceedings of the 6th International MICCAI Brainlesion Workshop, BrainLes 2020, the International Multimodal Brain Tumor Segmentation (BraTS) challenge, and the Computational Precision Medicine: Radiology-Pathology Challenge on Brain Tumor Classification (CPM-RadPath) challenge. These were held jointly at the 23rd Medical Image Computing for Computer Assisted Intervention Conference, MICCAI 2020, in Lima, Peru, in October 2020.* The revised selected papers presented in these volumes were organized in the following topical sections: brain lesion image analysis (16 selected papers from 21 submissions); brain tumor image segmentation (69 selected papers from 75 submissions); and computational precision medicine: radiology-pathology challenge on brain tumor classification (6 selected papers from 6 submissions). *The workshop and challenges were held virtually.