Radiomics and Its Clinical Application

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  • Author : Jie Tian
  • Publisher : Academic Press
  • Pages : 300 pages
  • ISBN : 0128181028
  • Rating : /5 from reviews
CLICK HERE TO GET THIS BOOK >>>Radiomics and Its Clinical Application

Download or Read online Radiomics and Its Clinical Application full in PDF, ePub and kindle. this book written by Jie Tian and published by Academic Press which was released on 03 June 2021 with total page 300 pages. We cannot guarantee that Radiomics and Its Clinical Application book is available in the library, click Get Book button and read full online book in your kindle, tablet, IPAD, PC or mobile whenever and wherever You Like. The rapid development of artificial intelligence technology in medical data analysis has led to the concept of radiomics. This book introduces the essential and latest technologies in radiomics, such as imaging segmentation, quantitative imaging feature extraction, and machine learning methods for model construction and performance evaluation, providing invaluable guidance for the researcher entering the field. It fully describes three key aspects of radiomic clinical practice: precision diagnosis, the therapeutic effect, and prognostic evaluation, which make radiomics a powerful tool in the clinical setting. This book is a very useful resource for scientists and computer engineers in machine learning and medical image analysis, scientists focusing on antineoplastic drugs, and radiologists, pathologists, oncologists, as well as surgeons wanting to understand radiomics and its potential in clinical practice. An introduction to the concepts of radiomics In-depth presentation of the core technologies and methods Summary of current radiomics research, perspective on the future of radiomics and the challenges ahead An introduction to several platforms that are planned to be built: cooperation, data sharing, software, and application platforms

Radiomics and Its Clinical Application

Radiomics and Its Clinical Application
  • Author : Jie Tian,Di Dong,Zhenyu Liu,Jingwei Wei
  • Publisher : Academic Press
  • Release : 03 June 2021
GET THIS BOOK Radiomics and Its Clinical Application

The rapid development of artificial intelligence technology in medical data analysis has led to the concept of radiomics. This book introduces the essential and latest technologies in radiomics, such as imaging segmentation, quantitative imaging feature extraction, and machine learning methods for model construction and performance evaluation, providing invaluable guidance for the researcher entering the field. It fully describes three key aspects of radiomic clinical practice: precision diagnosis, the therapeutic effect, and prognostic evaluation, which make radiomics a powerful tool in

Radiomics and Radiogenomics

Radiomics and Radiogenomics
  • Author : Ruijiang Li,Lei Xing,Sandy Napel,Daniel L. Rubin
  • Publisher : CRC Press
  • Release : 09 July 2019
GET THIS BOOK Radiomics and Radiogenomics

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

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  • Publisher : Elsevier
  • Release : 16 July 2021
GET THIS BOOK Deep Learning for Chest Radiographs

Deep Learning for Chest Radiographs enumerates different strategies implemented by the authors for designing an efficient convolution neural network-based computer-aided classification (CAC) system for binary classification of chest radiographs into "Normal" and "Pneumonia." Pneumonia is an infectious disease mostly caused by a bacteria or a virus. The prime targets of this infectious disease are children below the age of 5 and adults above the age of 65, mostly due to their poor immunity and lower rates of recovery. Globally, pneumonia has prevalent

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  • Publisher : Springer Nature
  • Release : 09 October 2021
GET THIS BOOK Wilhelm Conrad R ntgen

It was one of the great moments of humanity when Wilhelm Conrad Röntgen (1845– 1923) discovered a new kind of radiation on 8 November 1895. He himself modestly called them “X-rays”. Röntgen’s name and his rays became world famous. On 10 December 1901, Röntgen received the first Nobel Prize in Physics. X-rays have lost none of their appeal since then. They still permeate all areas of science, technology and medicine and accompany us in our everyday lives. However, Röntgen’s scientific

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  • Publisher : Elsevier Health Sciences
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GET THIS BOOK Bladder Cancer An Issue of Hematology Oncology Clinics of North America E Book

This issue of Hematology/Oncology Clinics, Guest Edited by Dr. Guru P. Sonpavde, is devoted to Bladder Cancer. This issue is one of six selected each year by our series Consulting Editors, George P. Canellos and Edward J. Benz. Topics discussed in this important issue include: Epidemiology of bladder cancer, The molecular biology of bladder cancer and potential implications for therapy, Current therapy for metastatic urothelial carcinoma, Current perioperative therapy for muscle invasive urothelial carcinoma, Current therapy and emerging intravesical

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  • Publisher : Springer Nature
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GET THIS BOOK Understanding COVID 19

This book provides a comprehensive description of the novel coronavirus infection, spread analysis, and related challenges for the effective combat and treatment. With a detailed discussion on the nature of transmission of COVID-19, few other important aspects such as disease symptoms, clinical application of radiomics, image analysis, antibody treatments, risk analysis, drug discovery, emotion and sentiment analysis, virus infection, and fatality prediction are highlighted. The main focus is laid on different issues and futuristic challenges of computational intelligence techniques in

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  • Publisher : Springer Nature
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GET THIS BOOK Imaging of the Liver and Intra hepatic Biliary Tract

This is the second of two volumes that together provide a comprehensive analysis of the embryology, normal anatomy, and pathology of the liver and intrahepatic biliary tract as seen on modern diagnostic imaging techniques. In this second volume, readers will find comprehensive description and illustration of the imaging appearances of tumoral pathologies, both in the “normal liver” and in the context of chronic liver disease and liver cirrhosis. In addition, the imaging findings in relation to different treatment approaches are

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  • Publisher : Springer
  • Release : 05 March 2019
GET THIS BOOK Comprehensive Rectal Cancer Care

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PET Based Molecular Imaging in Evolving Personalized Management Design  An Issue of PET Clinics  E Book
  • Author : Sandip Basu,Abass Alavi
  • Publisher : Elsevier Health Sciences
  • Release : 09 July 2016
GET THIS BOOK PET Based Molecular Imaging in Evolving Personalized Management Design An Issue of PET Clinics E Book

This issue of PET Clinics focuses on PET-Based Molecular Imaging in Evolving Personalized Management Design, and is edited by Drs. Abass Alavi and Sandip Basu. Articles will include: PET-Based Personalized Medicine: An Unavoidable Path for the Foreseeable Future; Personalized Management Approaches in Lymphoma: Help from PET; PET-CT in Head-Neck Malignancies: the Implications for Personalized Clinical Practice; PET Imaging of Skeletal Metastases and its Role in Personalising Further Management; PET-Based Molecular Imaging in Designing a Personalized Management Model in Neuroendocrine Tumors;

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Disruptive Trends in Computer Aided Diagnosis
  • Author : Rik Das,Sudarshan Nandy,Siddhartha Bhattacharyya
  • Publisher : CRC Press
  • Release : 29 September 2021
GET THIS BOOK Disruptive Trends in Computer Aided Diagnosis

Disruptive Trends in Computer Aided Diagnosis collates novel techniques and methodologies in the domain of content based image classification and deep learning/machine learning techniques to design efficient computer aided diagnosis architecture. It is aimed to highlight new challenges and probable solutions in the domain of computer aided diagnosis to leverage balancing of sustainable ecology. The volume focuses on designing efficient algorithms for proposing CAD systems to mitigate the challenges of critical illnesses at an early stage. State-of-the-art novel methods

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State of the Art Evaluation of the Head and Neck  An Issue of Neuroimaging Clinics of North America EBook
  • Author : Ashok Srinivasan
  • Publisher : Elsevier Health Sciences
  • Release : 31 July 2020
GET THIS BOOK State of the Art Evaluation of the Head and Neck An Issue of Neuroimaging Clinics of North America EBook

This issue of Neuroimaging Clinics of North America focuses on State of the Art Evaluation of the Head and Neck and is edited by Dr. Ashok Srinivasan. Articles will include: Diffusion MR in the head and neck: Principles and applications; Perfusion imaging in the head and neck: Go with the flow; MR spectroscopy of the head and neck: Principles, applications and challenges; Technological improvements in head and neck MR: At the cutting edge; Dual Energy CT in head and neck

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  • Publisher : Academic Press
  • Release : 20 November 2020
GET THIS BOOK Machine Learning in Cardiovascular Medicine

Machine Learning in Cardiovascular Medicine addresses the ever-expanding applications of artificial intelligence (AI), specifically machine learning (ML), in healthcare and within cardiovascular medicine. The book focuses on emphasizing ML for biomedical applications and provides a comprehensive summary of the past and present of AI, basics of ML, and clinical applications of ML within cardiovascular medicine for predictive analytics and precision medicine. It helps readers understand how ML works along with its limitations and strengths, such that they can could harness

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  • Author : Lizza E.L Hendriks,Deepa S. Subramaniam,Anne-Marie C. Dingemans
  • Publisher : Frontiers Media SA
  • Release : 21 January 2019
GET THIS BOOK Central Nervous System Metastases in Lung Cancer Patients From Prevention to Diagnosis and Treatment

Approximately 40% of lung cancer patients will develop central nervous system (CNS) metastases during the course of their disease. Most of these are brain metastases, but up to 10% will develop leptomeningeal metastases. Known risk factors for CNS metastases development are small cell lung cancer (SCLC), adenocarcinoma histology, epidermal growth factor receptor (EGFR) mutant or anaplastic lymphoma kinase (ALK) rearranged lung cancer, advanced nodal status, tumor stage and younger age. CNS metastases can have a negative impact on quality of life (QoL)

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  • Publisher : CRC Press
  • Release : 25 November 2019
GET THIS BOOK Artificial Intelligence in Medical Imaging

This book, written by authors with more than a decade of experience in the design and development of artificial intelligence (AI) systems in medical imaging, will guide readers in the understanding of one of the most exciting fields today. After an introductory description of classical machine learning techniques, the fundamentals of deep learning are explained in a simple yet comprehensive manner. The book then proceeds with a historical perspective of how medical AI developed in time, detailing which applications triumphed