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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 ow...
This book covers topical issues in neurovascular surgery, and in particular the management of intracranial aneurysms, arteriovenous malformations, and cavernomas, current trends in cerebral revascularization, and new concepts in cerebrovascular imaging. The contents reflect the continuing developments in interventions in cerebrovascular disorders as a result of progress in neuroimaging, evolution of pathophysiological concepts, new clinical trials, and technological innovations. The chapters are all written by acknowledged experts from across the world, and comprise original papers presented at the 6th European Japanese Stroke Surgery Conference, held in June 2012 in Utrecht, The Netherlands. The book will be of value to all who are interested in the latest developments in the field and offers fascinating insights into varied perspectives and techniques.
Cerebral Revascularization: Techniques in Extracranial-to-Intracranial Bypass Surgery, by Saleem I. Abdulrauf, MD, FACS, offers unmatched expert guidance. Through a series of dynamic, step-by-step instructional videos of the most common and uncommon procedures, you will deepen your understanding of these techniques and be able to confidently perform them. Edited and written by international leaders in neurosurgery, this definitive reference - with a foreword written by M. Gazi Yasargil, MD creator of the procedure – is the first and only text entirely dedicated to this surgery and provides you with exclusive, authoritative information. Access the full text, video library, and reference lin...
Confidently diagnose and treat rare types of cerebrovascular disease, with cutting-edge research from experts in neurology.
This book constitutes the proceedings of the 28th International Conference on Information Processing in Medical Imaging, IPMI 2023, which took place in San Carlos de Bariloche, Argentina, in June 2023. The 63 full papers presented in this volume were carefully reviewed and selected from 169 submissions. They were organized in topical sections as follows: biomarkers; brain connectomics; computer-aided diagnosis/surgery; domain adaptation; geometric deep learning; groupwise atlasing; harmonization; federated learning; image synthesis; image enhancement; multimodal learning; registration; segmentation; self supervised learning; surface analysis and segmentation.
This is an open access proceeding book of 9th European-Japanese Cerebrovascular Congress at Milan 2018. Since many experts from Europe and Japan had very important and fruitful discussion on the management of Cerebrovascular diseases, the proceeding book is very attractive for the physician and scientists of the area.
Most strokes are attributed to atherosclerosis of neck and intracranial arteries, brain embolism from the heart, and penetrating artery disease; these are discussed in detail in many other books. This compendium fills an important niche by providing authoritative discussions on the other, less common causes of stroke, including various forms of angiitis, coagulation disorders, infective, paraneoplastic and metabolic disorders that may be associated with stroke, and a number of rare syndromes such as Eales disease and Fabry's disease. This new edition contains detailed, up-to-date information about the nature, diagnosis, and treatment of those relatively uncommon types of cerebrovascular disease that cause strokes. It is therefore a unique scientific and clinical resource that provides a useful reference to help physicians diagnose and treat stroke patients who do not fit well into the usual clinical categories. New chapters include stroke in patients with Lyme disease, scleroderma, Cogan's syndrome, Chagas' disease, and HIV.
The complex, highly technological field of neurovascular surgery is quickly expanding, encompassing traditional surgical approaches, as well as endovascular and neurointerventional techniques. The last decade has seen increased cross-specialty interest in utilizing minimally invasive techniques to help prevent and treat cerebrovascular disease. Concurrently, there has been important research analyzing the efficacy of surgical methods versus endovascular approaches – and the clip versus coil discussion is covered herein. Written by 21st Century pioneers in the field, this second, cutting-edge edition offers the latest science throughout 1,400 pages – and a remarkable video library – cov...
In Cerebral Revascularization: Microsurgical and Endovascular Techniques, renowned surgical experts combine their expertise to provide the most current and comprehensive coverage of open brain bypass and endovascular options currently available.A detailed introduction familiarizes readers with the various indications for these technically demanding procedures. Concise chapters then supply thorough coverage of surgical strategies, complications, and outcomes using case examples from the authors' own collections to help prepare readers for surgery. Enhancing the text throughout, operative photographs and angiographic images clearly demonstrate the pre-, peri-, and postoperative management of i...
A luminary in the field of cerebrovascular surgery brings his pace-setting work on the surgical management of moyamoya disease to the neurosurgical community When the rare stroke strikes in children and youth, a likely cause is the idiopathic disease moyamoya, characterized by the slow and progressive stenosis and occlusion of the internal carotid artery and the arteries of the circle of Willis. A result of these stenoses is the formation of collaterals that are typically small and fragile, and liable to rupture. While there is no cure for moyamoya, a variety of surgical procedures can be performed to re-establish and maintain adequate blood supply to the affected brain areas. The procedures...