This book bridges the gap between data scientists and clinicians by introducing all relevant aspects of machine learning in an accessible way, and will certainly foster new and serendipitous applications of machine learning in the clinical neurosciences. Building from the ground up by communicating the foundational knowledge and intuitions first before progressing to more advanced and specific topics, the book is well-suited even for clinicians without prior machine learning experience. Authored by a wide array of experienced global machine learning groups, the book is aimed at clinicians who are interested in mastering the basics of machine learning and who wish to get started with their own machine learning research. The volume is structured in two major parts: The first uniquely introduces all major concepts in clinical machine learning from the ground up, and includes step-by-step instructions on how to correctly develop and validate clinical prediction models. It also includes methodological and conceptual foundations of other applications of machine learning in clinical neuroscience, such as applications of machine learning to neuroimaging, natural language processing, and time series analysis. The second part provides an overview of some state-of-the-art applications of these methodologies. The Machine Intelligence in Clinical Neuroscience (MICN) Laboratory at the Department of Neurosurgery of the University Hospital Zurich studies clinical applications of machine intelligence to improve patient care in clinical neuroscience. The group focuses on diagnostic, prognostic and predictive analytics that aid in decision-making by increasing objectivity and transparency to patients. Other major interests of our group members are in medical imaging, and intraoperative applications of machine vision.

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.

This book explains the exciting field of sonomyography (SMG), which makes it possible to use continuous signals detected by ultrasound images in real time to evaluate muscle functions. After an introduction, the book discusses the methods to extract and analyse different SMG signals, including muscle thickness, penetration angle, fascicle length, contraction activity, and muscle cross-sectional areas, etc. It then describes the mono-modal applications of sonomyography: posture recognition, prosthesis control, muscle training, muscle strength (fall risk assessment), fatigue assessment, and the assessment of dysfunctional muscles. The book also shows how to combine sonomyography with additional muscle assessment methods, in particular EMG, MMG, and motion sensors. Lastly, it provides an overview of the potential applications in sport science, rehabilitation, fitness, and elderly health.

This book presents numerous figures of various variations of the supraaortic arteries detected by MR and CT angiography. Improved both MR and CT angiographic image quality permits incidental detection of even small anomalous arterial branches. Although the cerebral arterial variations may have limited clinical significance, their correct diagnosis during MR and CT angiographic image interpretation is important to interventional neuroradiologists as well as both neurosurgeons and otorhinolaryngologists, who must be familiar with arterial variations to prevent complications during surgery. Readers can easily identify arterial variations and make correct diagnosis during image interpretation using this textbook.

Physics MCQs for the Part 1 FRCR is a comprehensive and practical revision tool for the new format Part 1 FRCR examination, covering the complete physics curriculum. Key features: * Contains 300 questions that reflect the style and difficulty of the real exam * Covers basic physics, radiation legislation and all the imaging modalities included in the Royal College of Radiologists training curriculum and new FRCR examination * Includes new exam topics such as MRI and ultrasound imaging * Answers are accompanied by clear, detailed explanations giving candidates in-depth understanding of the topic * Much of the question material is based on the Radiology-Integrated Training Initiative (RITI), as recommended by the Royal College of Radiologists A must-have revision resource for all Part 1 FRCR candidates, Physics MCQs for the Part 1 FRCR is written by a team of specialist registrars who have recently successfully passed the Part 1 FRCR exam and a renowned medical physicist.

This book is a comprehensive guide to Targeted Drug Delivery (TDD), also known as Intrathecal Drug Delivery (IDD), and offers an overview to this unique form of treatment. The medication is delivered by intrathecal pumps and is less common than some other techniques for interventional pain management, but is essential in conditions such as refractory pain, cancer pain, multifocal pain, severe spasticity, and in patients who are not candidates for surgical correction of their underlying condition. This book is the first source to describe both the optimal surgical implantation and patient management aspect of this therapy, and thus will be a valuable single reference guide for interventional radiologists, anesthesiologists, physiatrists, oncologists, neurologists, spine surgeons, palliative care physicians, and primary care physicians.

Rotator cuff surgery is currently the most common surgical procedure involving the shoulder. Unfortunately despite major technical advances, there is still a significant rate of failure of primary rotator cuff repair, ranging from 10% to 40%. This book describes the diagnosis, classification, assessment, and management of failed rotator cuff repairs. It also explores the etiology of the failed repairs, presents a series of treatment options, and discusses the complications. In a multidisciplinary format it addresses both how to prevent failure and how to diagnose and manage the failed rotator cuff, including imaging, laboratory testing, nutrition, surgery and rehabilitation. This comprehensive book, published in collaboration with ISAKOS, appeals to all stakeholders in orthopedic medicine and surgery.

Cardiology is becoming an increasingly complex field understood by only a select group of medical specialists. This publication demystifies many difficult topics in interventional cardiology and cardiac catheterisation, commencing with the basics of laboratory instrumentation and technology and progressing to a comprehensive review of both new and established cardiac interventions. Unlike other publications that are directed mainly towards clinicians, this text is specifically written to assist newcomers such as such as medical trainees, nurses, technicians, scientific staff and other allied health professionals understand the wonders of interventional cardiology, and includes extensive explanations of the techniques of angiography, and new percutaneous. The comprehensive information presented herein, written by recognised specialists in their respective fields, will no doubt prove of great benefit to clinician and non-medical specialist alike.

This book provides how-to recommendations and detailed guides for using transradial access in interventional radiology. A relatively new and growing technique, transradial access is most commonly found within interventional cardiology. This book approaches those cardiac uses of transradial access while extending its use to other body sites and disease states. The book details the interventional radiologist's transition to using transradial access across a broad spectrum of clinical applications, allowing them to better introduce it into their practice and to their patients. The text is divided into three sections: overview, clinical applications, and novel applications and techniques. The first section covers the history of transradial access, the initial patient assessment, and how to prepare for a procedure. The second section is divided into different diseases and interventional situations where transradial access could be considered, including subclavian artery stenosis and endovascular neurosurgery. The third section includes coverage of how to perform the latest techniques and projections for future procedures. This guide provides a manual of operations to assist in the setup of the practice, from office visit to procedure room to recovery across a variety of service lines and patient populations. Key take home points and equipment summaries accompany each chapter, allowing the user to easily navigate the book to accelerate his or her practice. This is an ideal guide for interventional radiologists.

This book is a comprehensive review of image guided interventions of the spine. Beginning with a chapter dedicated to the history of image guided spinal interventions, authors set the stage for the role these procedures have and will play in the field. Chapters cover the key procedures, techniques, and considerations to maximize effectiveness and patient care. Some major topics covered include: imaging osseo-ligamentous spine anatomy, percutaneous vertebroplasty, image guided tumor ablation, and vascular spine intervention. Additional features include high-quality illustrations with concise descriptions and clinical cases discussions. This is an ideal guide for interventional neuroradiologists, radiologists, pain management physicians, neurosurgeons, orthopedic spine surgeons, and related residents, fellows, and students wanting in depth information on image guided interventions of the spine.

This book provides an in-depth review of the current state of knowledge on the intracranial chronic subdural hematoma, with an emphasis on the etiology, risk factors, pathophysiology, anatomic pathology, epidemiology, clinical presentation, imaging findings, and treatment modalities, both medical and surgical. Sections on the postoperative complications, prognosis, and medicolegal aspects of this illness are also included. Lastly, the book considers future areas of investigation and innovative therapeutic philosophies. This richly illustrated book will help the reader choose the most appropriate way to manage this challenging neurosurgical disease process. It is an ideal resource for neuroscientists at all levels, from graduate students to research scientists, including neurosurgeons, neurologists, neuroradiologists, and pediatricians, and for those seeking both basic and more advanced information regarding the craniospinal subdural hematoma, including acute, subacute and chronic ones.

This book provides a practical guide in the use of imaging and visualization technologies in urology. It details how output from diagnostic systems, can be represented through synthetic, virtual and augmented reality tools, such as holograms and three dimensional (3D) modelling and how they can improve everyday surgical procedures including laparoscopic, robotic-assisted, open, endoscopic along with the latest and most innovative approaches. Anatomy for Urologic Surgeons in the Digital Era: Scanning, Modelling and 3D Printing systematically reviews diagnostic imaging, visualization tools available in urology and is a valuable resource for all practicing and in-training urological surgeons.

This book provides a complete overview of two-dimension and three-dimension images of structures in normal and man-made minimal lesions in temporal bone. First chapters present a series of two-dimension reconstructions of the temporal bone made via micro-CT scanning on axial, coronal and sagittal view just as HRCT showed. Subsequent chapters address three-dimension reconstruction of the temporal bone, and some models of man-made lesions in the temporal bone were reconstructed via micro-CT scanning. Last chapter discusses differences between micro-CT and high resolution CT scan of temporal bone. This atlas is a valuable reference for otolaryngology & head and neck surgeons, radiologists, and related researchers.

Recent discoveries and clarifications of known information about the mesentery have now established that these complex structures function together as an individual organ within the human body. As such, conditions that affect the mesentery can now be grouped within a single area of study and clinical practice. The various aspects of mesenteric diseases have not been brought together in a single source and this book aims to bring them together for the first time. It will cover general areas such as anatomy, histology and physiology of the mesentery. A description of diagnostic procedures used to evaluate patients with mesenteric disorders will follow. A practical survey with detailed descriptions of medical, surgical, and neoplastic disorders of the mesentery is also be included. This book is intended to be a guide for clinical practitioners including gastroenterologists, general surgeons, colorectal surgeons, primary care physicians, nurse practitioners and physician assistants who manage patients with mesenteric disorders.

Modern life is increasingly relying on digital technology, which in turn runs on mathematics. However, this underlying math is hidden from us. That is mostly a good thing since we do not want to be solving equations and calculating fractions just to get things done in our everyday business. But the mathematical details do matter for anyone who wants to understand how stuff works, or wishes to create something new in the jungle of apps and algorithms. This book takes a look at the mathematical models behind weather forecasting, climate change prediction, artificial intelligence, medical imaging and computer graphics. The reader is expected to have only a curious mind; technical math skills are not needed for enjoying this text.

Emergency Radiology is a quick reference pocketbook for radiologists worldwide working in any emergency or acute care setting. It acts both as a checklist of presenting features to enable accurate interpretation of diagnostic imaging investigations and as a guide to understanding the basics of performing therapeutic or diagnostic interventional procedures. A wide range of emergencies are reviewed, giving all pertinent information in a concise presentation for on-call radiologists and trainees who encounter these emergencies out-of-hours. The text is complemented by high quality images of emergency conditions in all body systems, including head, cardiovascular, chest, abdomen, pelvis and extremities. Pediatrics, fluoroscopy, ultrasound and the use of MRI in emergencies are also discussed. Emergency Radiology is an invaluable for all radiologists, emergency physicians and radiography technicians, as well as for any healthcare practitioner involved in patient care in the emergency or acute care environment.

This book covers virtually all aspects of image formation in medical imaging, including systems based on ionizing radiation (x-rays, gamma rays) and non-ionizing techniques (ultrasound, optical, thermal, magnetic resonance, and magnetic particle imaging) alike. In addition, it discusses the development and application of computer-aided detection and diagnosis (CAD) systems in medical imaging. Also there will be a special track on computer-aided diagnosis on COVID-19 by CT and X-rays images. Given its coverage, the book provides both a forum and valuable resource for researchers involved in image formation, experimental methods, image performance, segmentation, pattern recognition, feature extraction, classifier design, machine learning / deep learning, radiomics, CAD workstation design, human-computer interaction, databases, and performance evaluation.

This book provides a comprehensive analysis of the contemporary management of all aspects of traumatic brain injury (TBI), combining the findings of several recent randomised controlled trials investigating the role of hypothermia, erythropoietin, intracranial pressure monitoring and decompressive craniectomy in the management of TBI. The book is divided into four sections: the first section covers the epidemiology of TBI, the changing global patterns of presentation, and the basic pathophysiology and classification, while the second discusses contemporary management of TBI, from pre-hospital care, emergency assessment, and medical and surgical management to rehabilitation and social reintegration. The third section then examines the evidence gained from recent clinical trials that have investigated the efficacy of management strategies involving intracranial pressure monitoring, multimodal monitoring, hypothermia, erythropoietin, thromboembolic prophylaxis and decompressive craniectomy. Lastly, the fourth section explores the ethical issues, both at the societal level and on an individual basis. Written by a broad range of experts, this book provides a valuable reference resource for neurosurgeons, intensivists, clinicians with ethical experience and pure bioethicists in their daily work.

Designed to make learning more interesting and clinically meaningful, Netter's Concise Radiologic Anatomy matches radiologic images?from MR and ultrasound to CT and advanced imaging reconstructions?to the exquisite artwork of master medical illustrator Frank H. Netter, MD. As a companion to the bestselling Netter's Atlas of Human Anatomy, this updated medical textbook begins with the anatomy and matches radiologic images to the anatomic images; the result is a concise, visual guide that shows how advanced diagnostic imaging is an amazing "dissection tool" for viewing human anatomy in the living patient! View direct, at-a-glance comparisons between idealized anatomic illustrations and real-life medicine with side-by-side radiology examples of normal anatomy and common variants with corresponding anatomy illustrations. Improve upon your knowledge with a brief background in basic radiology, including reconstructions and a list of common abbreviations for the images presented. Broaden your visual comprehension with the help of 30 brand-new ultrasound images. Access the complete contents online at Student Consult. NEW to this UPDATED EDITION: Cross-referenced to the 7th Edition Netter/Atlas of Human Anatomy

The present book on Molecular & Diagnostic Imaging and Treatment Strategies of ovarian cancer is one of two companion books with the second one being focused on Cell and Molecular Biology of Ovarian Cancer. Both books include new exciting aspects of ovarian cancer research with chapters written by experts in their respective fields who contributed their unique expertise in specific ovarian cancer research areas and include cell and molecular details that are important for the specific subtopics. Comprehensive and concise reviews are included of key topics in the field.

This book provides a comprehensive, practically applicable guide to the use of CT virtual hysterosalpingography for evaluating gynaecological pathology and infertility in women. It features detailed descriptions of normal and pathologic findings across the female reproductive system, including the cervix, uterine wall and cavity, and Fallopian tubes, and compares the findings with other imaging modalities such as ultrasound, X-ray hysterosalpingography and MRI. The interpretation of post-treatment findings and commonly encountered pitfalls are also covered in detail. Clinical Atlas of CT Virtual Hysterosalpingography compares the use of a variety of imaging modalities to assess female infertility, and is a valuable resource for medical professionals who encounter these patients in their clinical practice.

This book opens with an introduction to the main purpose and tasks of the GIANA challenge, as well as a summary and an analysis of the results and performance obtained by the 20 participating teams. The early and accurate diagnosis of gastrointestinal diseases is critical for increasing the chances of patient survival, and efficient screening is vital for locating precursor lesions. Video colonoscopy and wireless capsule endoscopy (WCE) are the gold-standard tools for colon and intestinal tract screening, respectively. Yet these tools still present some drawbacks, such as lesion miss rate, lack of in vivo diagnosis capabilities, and perforation risk. To mitigate these, computer-aided detection/diagnosis systems can play a key role in assisting clinicians in the different stages of the exploration. This book presents the latest, state-of-the-art approaches in this field, and also tackles the clinical considerations required to efficiently deploy these systems in the exploration room. The coverage draws upon results from the Gastrointestinal Image Analysis (GIANA) Challenge, part of the EndoVis satellite events of the conferences MICCAI 2017 and 2018. Each method proposed to address the different subtasks of the challenges is detailed in a separate chapter, offering a deep insight into this topic of interest for public health. This book appeals to researchers, practitioners, and lecturers spanning both the computer vision and gastroenterology communities.

The book offers a comprehensive and up-to-date guide to the cutting edge arthroscopic transosseous techniques for the treatment of rotator cuff tears, which are gradually taking over from the common open surgical approach, defined as the gold standard for RCR. With the help of numerous figures, it presents step by step a novel all-arthroscopic anchorless transosseous suture technique that is less invasive and easier to perform. After discussing the etiopathogenesis, histopathology and radiological classification of rotator cuff tears, the book reviews all possible arthroscopic procedures and explores in detail suture management, describing single and double tunnel options. It also examines the complications and post-operative rehabilitation and imaging, while the closing chapter addresses the economic aspects of daily use. Intended primarily for arthroscopic surgeons interested in the field of shoulder joint repair, this exhaustive guide is also a valuable resource for residents and shoulder specialists.

Applied Radiological Anatomy for Medical Students, first published in 2007, is the definitive atlas of human anatomy, utilizing the complete range of imaging modalities to describe normal anatomy and radiological findings. Initial chapters describe all imaging techniques and introduce the principles of image interpretation. These are followed by comprehensive sections on each anatomical region. Hundreds of high-quality radiographs, MRI, CT and ultrasound images are included, complemented by concise, focussed text. Many images are accompanied by detailed, fully labelled line illustrations to aid interpretation. Written by leading experts and experienced teachers in imaging and anatomy, Applied Radiological Anatomy for Medical Students is an invaluable resource for all students s of anatomy and radiology.

This book explores the organizational and operational activities of real Positron Emission Tomography (PET) radiopharmaceutical manufacturing. Centered around the author's professional experience, this book specifically explores: (1) the selection and preservation of operational and managerial personnel; (2) the alignment of production plans to consumer needs while still achieving financial goals; and (3) the positive and negative aspects of different operation management methods for direct and third-party production. The book offers a valuable reference for hospital managers, professionals and consultants interested or involved in developing a radiopharmaceutical facility/business or personalized medicine and special productions.