Radiomics Based Tumor Phenotyping In Precision Medicine
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Radiomics Based Tumor Phenotyping In Precision Medicine
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Author : Bo Gao
language : en
Publisher: Frontiers Media SA
Release Date : 2022-03-21
Radiomics Based Tumor Phenotyping In Precision Medicine written by Bo Gao 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 2022-03-21 with Medical categories.
Radiomics Based Theranostics In Cancer Precision Medicine
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Author : Jiansong Ji
language : en
Publisher: Frontiers Media SA
Release Date : 2023-10-11
Radiomics Based Theranostics In Cancer Precision Medicine written by Jiansong Ji 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 2023-10-11 with Medical categories.
Over the past few decades, there have been many dramatic innovations in cancer diagnosis and treatment strategies. Medical imaging plays a pivotal role in the diagnosis and treatment of cancer. It provides a comprehensive assessment of the tumors and their environments. Multiple imaging modalities are used for theranostics including optical (fluorescence or bioluminescence), nuclear (PET or SPECT), ultrasound, photoacoustic, CT, and MR imaging techniques. Radiomics is an approach for high-throughput extraction of quantitative imaging features or textures from imaging to decode histopathology and create high-dimensional datasets for feature extraction. Therefore, Radiomics may provide quantitative and objective support for decisions surrounding cancer detection and treatment.
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
Precision Medicine For Investigators Practitioners And Providers
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Author : Joel Faintuch
language : en
Publisher: Academic Press
Release Date : 2019-11-16
Precision Medicine For Investigators Practitioners And Providers written by Joel Faintuch and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11-16 with Science categories.
Precision Medicine for Investigators, Practitioners and Providers addresses the needs of investigators by covering the topic as an umbrella concept, from new drug trials to wearable diagnostic devices, and from pediatrics to psychiatry in a manner that is up-to-date and authoritative. Sections include broad coverage of concerning disease groups and ancillary information about techniques, resources and consequences. Moreover, each chapter follows a structured blueprint, so that multiple, essential items are not overlooked. Instead of simply concentrating on a limited number of extensive and pedantic coverages, scholarly diagrams are also included. Provides a three-pronged approach to precision medicine that is focused on investigators, practitioners and healthcare providers Covers disease groups and ancillary information about techniques, resources and consequences Follows a structured blueprint, ensuring essential chapters items are not overlooked
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.
Precision Medicine In Cancer Therapy
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Author : Daniel D. Von Hoff
language : en
Publisher: Springer
Release Date : 2019-06-17
Precision Medicine In Cancer Therapy written by Daniel D. Von Hoff and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-06-17 with Medical categories.
This book presents the latest advances in precision medicine in some of the most common cancer types, including hematological, lung and breast malignancies. It also discusses emerging technologies that are making a significant impact on precision medicine in cancer therapy. In addition to describing specific approaches that have already entered clinical practice, the book explores new concepts and tools that are being developed. Precision medicine aims to deliver personalized healthcare tailored to a patient’s genetics, lifestyle and environment, and cancer therapy is one of the areas in which it has flourished in recent years. Documenting the latest advances, this book is of interest to physicians and clinical fellows in the front line of the war on cancer, as well as to basic scientists working in the fields of cancer biology, drug development, biomarker discovery, and biomedical engineering. The contributing authors include translational physicians with first-hand experience in precision patient care.
Twin And Family Studies Of Epigenetics
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Author : Shuai Li
language : en
Publisher: Academic Press
Release Date : 2021-08-19
Twin And Family Studies Of Epigenetics written by Shuai Li and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-08-19 with Medical categories.
Twin and Family Studies of Epigenetics, Volume 27, the latest release in the Translational Epigenetics series, gathers expert opinions on epigenetic twin and family study research methods, recent findings across various disease areas, and future directions. The book provides in-depth coverage of epigenetics fundamentals, twin and family epigenetic study design, and the broader role of epigenetics in answering questions on the developmental origins of health and disease. Throughout the volume, twin and family studies are employed to examine causes of epigenetic variation, the relationship between epigenetic modifications and mental illness, cancers, cardiovascular disease, diabetes, obesity, high blood pressure, and more. Emerging research methods applied in twin and family studies discussed include imaging epigenetics, exposure-specific DNA methylation changes, and unravelling time trends in epigenetic effects. Offers a practical, interdisciplinary approach across epigenetics, epidemiology and various disease specialties Applies epigenetic twin and family studies to determine the relationship between epigenetics and mental illness, cancers, cardiovascular disease, diabetes, obesity and high blood pressure, among other diseases and disorders Features chapter contributions from a wide range of international researchers in the field
Multidisciplinary Computational Anatomy
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Author : Makoto Hashizume
language : en
Publisher: Springer Nature
Release Date : 2021-11-30
Multidisciplinary Computational Anatomy written by Makoto Hashizume and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-30 with Medical categories.
This volume thoroughly describes the fundamentals of a new multidisciplinary field of study that aims to deepen our understanding of the human body by combining medical image processing, mathematical analysis, and artificial intelligence. Multidisciplinary Computational Anatomy (MCA) offers an advanced diagnosis and therapeutic navigation system to help detect or predict human health problems from the micro-level to macro-level using a four-dimensional, dynamic approach to human anatomy: space, time, function, and pathology. Applying this dynamic and “living” approach in the clinical setting will promote better planning for – and more accurate, effective, and safe implementation of – medical management. Multidisciplinary Computational Anatomy will appeal not only to clinicians but also to a wide readership in various scientific fields such as basic science, engineering, image processing, and biomedical engineering. All chapters were written by respected specialists and feature abundant color illustrations. Moreover, the findings presented here share new insights into unresolved issues in the diagnosis and treatment of disease, and into the healthy human body.
Biomedical Texture Analysis
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Author : Adrien Depeursinge
language : en
Publisher: Academic Press
Release Date : 2017-08-25
Biomedical Texture Analysis written by Adrien Depeursinge and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-08-25 with Computers categories.
Biomedical Texture Analysis: Fundamentals, Applications, Tools and Challenges describes the fundamentals and applications of biomedical texture analysis (BTA) for precision medicine. It defines what biomedical textures (BTs) are and why they require specific image analysis design approaches when compared to more classical computer vision applications. The fundamental properties of BTs are given to highlight key aspects of texture operator design, providing a foundation for biomedical engineers to build the next generation of biomedical texture operators. Examples of novel texture operators are described and their ability to characterize BTs are demonstrated in a variety of applications in radiology and digital histopathology. Recent open-source software frameworks which enable the extraction, exploration and analysis of 2D and 3D texture-based imaging biomarkers are also presented. This book provides a thorough background on texture analysis for graduate students and biomedical engineers from both industry and academia who have basic image processing knowledge. Medical doctors and biologists with no background in image processing will also find available methods and software tools for analyzing textures in medical images. Defines biomedical texture precisely and describe how it is different from general texture information considered in computer vision Defines the general problem to translate 2D and 3D texture patterns from biomedical images to visually and biologically relevant measurements Describes, using intuitive concepts, how the most popular biomedical texture analysis approaches (e.g., gray-level matrices, fractals, wavelets, deep convolutional neural networks) work, what they have in common, and how they are different Identifies the strengths, weaknesses, and current challenges of existing methods including both handcrafted and learned representations, as well as deep learning. The goal is to establish foundations for building the next generation of biomedical texture operators Showcases applications where biomedical texture analysis has succeeded and failed Provides details on existing, freely available texture analysis software, helping experts in medicine or biology develop and test precise research hypothesis
Predictive Prognostic Biomarkers And Therapeutic Targets In Breast Cancer
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Author : Zhi-Ming Shao
language : en
Publisher: Frontiers Media SA
Release Date : 2022-09-28
Predictive Prognostic Biomarkers And Therapeutic Targets In Breast Cancer written by Zhi-Ming Shao 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 2022-09-28 with Medical categories.