الصفحة 1
الصفحة 1
New insights in machine learning and deep neural networks
Gatheres ten exemplary papers, each delineating advancements within the spheres of machine learning and deep neural networks. Commencing with a thorough exploration by Figueira and Vaz, readers are introduced to the nuances of synthetic data generation and evaluation, followed closely by Silva and Pedroso's systematic approach to leveraging deep reinforcement learning within the intricate realm of delivery logistics. Kamran et al. contribute an astute methodology for camouflage object segmentation, whereas Pinheiro and collaborators offer a crafted semi-supervised strategy for predicting EGFR mutations via CT images. Subsequent contributions, such as Lee and Yoo's framework for portrait emotion recognition and Balakrishnan et al.'s analytical exploration of transformer models for Twitter disaster detection, further exemplify the depth of research contained herein.
Musculoskeletal Diseases 2021-2024 : Diagnostic Imaging
This book focuses on imaging of the musculoskeletal diseases. Over the last few years, there have been considerable advances in this area, driven by clinical as well as technological developments. The authors are all internationally renowned experts in their field. They are also excellent teachers, and provide didactically outstanding chapters. The book is disease-oriented and covers all relevant imaging modalities, with particular emphasis on magnetic resonance imaging. Important aspects of pediatric imaging are also included.
Musculoskeletal Diseases : Diagnostic Imaging and Interventional Techniques
Written by internationally renowned experts, this volume is a collection of chapters dealing with imaging diagnosis and interventional therapies in musculoskeletal diseases. The different topics are disease-oriented and encompass all the relevant imaging modalities including X-ray technology, nuclear medicine, ultrasound and magnetic resonance, as well as image-guided interventional techniques. This book represents a condensed version of twenty topics relevant in musculoskeletal disease, and is aimed both at residents in radiology and at experienced radiologists wishing to be updated on the current state-of-the art.
Molecular Imaging ; An Essential Tool in Preclinical Research, Diagnostic Imaging, and Therapy
The continuous progress in the understanding of molecular processes of disease formation and progression attributes an increasing importance to biomedical molecular imaging methods. The purpose of this workshop was to discuss and overview multiple applications and emerging technologies in the area of diagnostic imaging including its fundamental capabilities in preclinical research, the opportunities for medical care, and the options involving therapeutic concepts. The book provides the reader with state-of-the-art information on the different aspects of diagnostic imaging, illuminating new developments in molecular biology, imaging agents and molecular probe design, and therapeutic techniques.
Medical image synthesis : Methods and clinical applications
Image synthesis across and within medical imaging modalities is an active area of research with broad applications in radiology and radiation oncology. This book covers the principles and methods of medical image synthesis, along with state-of-the-art research. First, various traditional non-learning-based, traditional machine-learning-based, and recent deep-learning-based medical image synthesis methods are reviewed. Second, specific applications of different inter- and intra-modality image synthesis tasks and of synthetic image-aided segmentation and registration are introduced and summarized, listing and highlighting the proposed methods, study designs, and reported performances with the related clinical applications of representative studies. Third, the clinical usages of medical image synthesis, such as treatment planning and image-guided adaptive radiotherapy, are discussed. Last, the limitations and current challenges of various medical synthesis applications are explored, along with future trends and potential solutions to solve these difficulties.
Medical data processing and analysis
Medical data can be defined as obtaining information from patients (such as signals, images, sounds, chemical components and their concentration, body temperature, respiratory rate, blood pressure, and different treatment measurements) to quantify the patient’s status and disease stage. Computer-aided diagnostic (CAD) systems use classical image processing, computer vision, machine learning, and deep learning methods for image analysis. Using image classification or segmentation algorithms, they find a region of interest (ROI) pointing to a specific location within the given image or an outcome of interest in the form of a label pointing to a diagnosis or prognosis. Computer science, with the evolution of artificial intelligence and machine learning techniques, facilitates the modeling and interpretation of results—from carrying out measurements to experiments and observations.
Intracranial vascular malformations and aneurysms : From diagnostic work-up to endovascular therapy ; 2nd ed.
This book describes the pathoanatomical, pathophysiological, and imaging features of vascular malformations and aneurysms of the brain and the modern, minimally invasive endovascular methods and techniques employed in their treatment.
Intracranial vascular malformations and aneurysms : From diagnostic work-up to endovascular therapy ; 1st ed.
This book describes the pathoanatomical, pathophysiological, and imaging features of vascular malformations and aneurysms of the brain and the modern, minimally invasive endovascular methods or techniques employed in their treatment. Individual chapters are devoted to venous malformations, capillary telangiectasias and cavernomas, pial arteriovenous malformations, dural arteriovenous malformations, and intracranial aneurysms. Each chapter is subdivided into four principal sections on pathology, clinical presentation, diagnostic imaging, and therapy, ensuring a standardized approach throughout. The book is richly illustrated with numerous informative CT, MR and DSA images.
Innovations in healthcare and outcome measurement : New approaches for a healthy lifestyle
Aims to bring up-to-date new ideas, opinions, development, and critical issues in healthcare and personalized medicine. We are interested in relevant articles covering a broad range of topics, such as: Advances in medical devices, Digitalization and data-driven technologies, AI and algorithm-based drug development (molecule building, enhancement, clinical trials), Diagnostic imaging, Personalized medicine, Nutrition, Oral health care, Healthcare management in certain diseases and population groups, Regulatory developments, Data management, Digital healthcare.
Imaging Technologies and Transdermal Delivery in Skin Disorders
This important, timely book covers the latest understanding about today's major skin disorders, the development of imaging technologies for skin diagnosis, and the applications of micro/nano-technologies for the treatment of skin complications. It also places great emphasis on the critical role that interdisciplinary science occupies to achieve the requisite level of understanding of skin conditions and their management, which is essential to creating technologies that work.
Imaging of the liver and Intra-hepatic biliary tract ; Vol.2 : Tumoral pathologies
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 presented, with extensive coverage of imaging of tumor response and post-treatment changes.
Imaging of the liver and Intra-hepatic biliary tract ; Vol.1 : Imaging techniques and non-tumoral pathologies
This is the first 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 volume, readers will find fundamental information on embryology, radiological anatomy, and anatomic variants. A thorough introduction is then provided to each imaging technique, including ultrasound, computed tomography, magnetic resonance imaging, nuclear medicine techniques, angiography, and interventional radiology. The remainder of the volume is devoted to non-tumoral pathology of the liver and intra-hepatic biliary tract
Imaging of Kidney Cancer
This is one of the first books to deal specifically with diagnostic imaging of the entire spectrum of kidney cancers. Both new and conventional imaging modalities are fully considered. In an introductory chapter, the histopathological classification of kidney cancers is presented and discussed. The following five chapters describe in great detail the abilities, advantages, and disadvantages of the various imaging modalities used in the diagnosis of kidney cancers and the assessment of disease extension. Subsequent chapters offer an exhaustive description of the radiological features of the different histological subtypes of kidney cancer, with radiological and histological illustrations and tables.
Imaging del rachide : Il vecchio e il nuovo = Spine Imaging: The Old and the New
The vertebral column represents the anatomical district most subjected to diagnostic imaging investigations and, in this field, much of the "old" still retains its relevance. The volume fits into this context as a valid professional refresher tool aimed at the radiologist, but is also a useful reference work for the orthopedist, rheumatologist and physiatrist.
Handbook of biomedical image analysis ; Vol.2 : Segmentation models ; Part B
Handbook of Biomedical Image Analysis: Segmentation Models (Volume II) is dedicated to the segmentation of complex shapes from the field of imaging sciences using different mathematicaltechniques. This volume is aimed at researchers and educators in imaging sciences, radiological imaging, clinical and diagnostic imaging, physicists covering different medical imaging modalities, as well as researchers in biomedical engineering, applied mathematics, algorithmic development, computer vision, signal processing, computer graphics and multimedia in general, both in academia and industry.
Handbook of biomedical image analysis : Vol.3: Registration models
Handbook of Biomedical Image Analysis: Registration Models (Volume III) is dedicated to the algorithms for registration of medical images and volumes. This volume is aimed at researchers and educators in imaging sciences, radiological imaging, clinical and diagnostic imaging, biomedical engineering, physicists covering different medical imaging modalities and researchers in applied mathematics, algorithmic development, computer vision, signal processing, computer graphics and multimedia in general, both in academia and industry.
Handbook of biomedical image analysis : Vol.1 : Segmentation bodels ; Part A
Handbook of Biomedical Image Analysis: Segmentation Models (Volume I) is dedicated to the segmentation of complex shapes from the field of imaging sciences using different mathematical techniques. This volume is aimed at researchers and educators in imaging sciences, radiological imaging, clinical and diagnostic imaging, physicists covering different medical imaging modalities, as well as researchers in biomedical engineering, applied mathematics, algorithmic development, computer vision, signal processing, computer graphics and multimedia in general, both in academia and industry .
Evidence-Based Imaging : Optimizing Imaging in Patient Care
Evidence-Based Imaging: Optimizing Imaging for Patient Care presents the radiologist and clinician with a user-friendly guide to the evidence-based science and the merit behind the diagnostic imaging studies performed in medicine. The book provides a systematic framework for understanding the best imaging choices for patient care.
Endovascular Aneurysm Repair : From Bench to Bed
Endovascular procedures have a tremendous impact upon modern patient care. This book summarizes covered stent-graft applications in the experimental and clinical settings. Excellent illustrations document the acute and chronic behavior of stent-grafts within the vascular system including diagnostic imaging, histologic work-up and schematic drawings. A large amount of experience on intravascular ultrasound-based repair of aortic pathologies is presented. Physicians interested in the endovascular field will find this book a very stimulating resource.
Encyclopedia of Diagnostic Imaging
The aim of this comprehensive encyclopedia is to provide detailed information on diagnostic radiology contributing to the broad field of imaging. The wide range of entries in the Encyclopedia of Diagnostic Imaging are written by leading experts in the field.
