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Miccai 2012 Workshop On Novel Biomarkers For Alzheimers Disease And Related Disorders
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Book Synopsis MICCAI 2012 Workshop on Novel Biomarkers for Alzheimer's Disease and Related Disorders by : Paul Yushkevich
Download or read book MICCAI 2012 Workshop on Novel Biomarkers for Alzheimer's Disease and Related Disorders written by Paul Yushkevich and published by . This book was released on 2012-09-07 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recent years have seen an explosion of research on imaging biomarkers for Alzheimer's disease and related neurodegenerative disorders, fueled by the realization that the enormous cost of conducting clinical trials for disease-modifying treatments stands as a major obstacle on the path to finding cures. Imaging biomarkers promise to reduce this cost by allowing more accurate detection of prodromal disease (enabling trials to recruit individuals that are most likely to benefit from treatment) and allowing more accurate monitoring of the effects of disease and treatment on the brain (enabling earlier detection of outcomes in trials). Recent research on imaging biomarkers for neurodegenerative diseases has been aided by the availability of large imaging datasets like the Alzheimer's Disease Neuroimaging Initiative (ADNI) and its European and Asian counterparts.Much of the progress in improving imaging biomarkers for neurodegeneratice disease has been driven by the development of novel computational imaging analysis methodology, particularly in the areas of segmentation, normalization, image-based classification, and high-dimensional statistics. Yet the venues where such work is typically presented (AAIC/ICAD, ISMRM, HBM) are more focused on applications, with only occasional short symposia related to computational methodology. Thus, we believed that it was highly appropriate and timely to hold a workshop at MICCAI that would specifically focus on the methodological aspects of imaging biomarker research in AD and related disorders.The workshop, held on October 5, 2012 in Nice, France, included an traditional original research paper track with 21 papers spanning the range of topics including image segmentation, longutidinal imaging analysis, functional and diffusion imaging biomarkers, and validation. It also included a challenge component focused on measurement of longitudinal brain atrophy in AD, with 9 papers.
Book Synopsis Biomarkers for Alzheimer’s Disease Drug Development by : Robert Perneczky
Download or read book Biomarkers for Alzheimer’s Disease Drug Development written by Robert Perneczky and published by Humana. This book was released on 2019-03-21 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume aims to build a new generation of experts with a broader understanding of key topics in the Alzheimer’s disease field. Chapters guide readers through innovative approaches to the discovery of novel biomarkers in cerebrospinal fluid, innovation in blood-based biomarkers, a comprehensive overview of magnetic resonance imaging and molecular imaging approaches and their value for developing drugs for Alzheimer’s disease, cutting-edge developments in neuropathology and their relevance for Alzheimer’s disease trials, novel genomic strategies for biomarker development, and related topics including neuropsychological testing and advanced analytical methods.Written in the highly successful Methods in Molecular Biology series format, chapters include introductions to their respective topics, lists of the necessary materials and reagents, step-by-step, readily reproducible laboratory protocols, and tips on troubleshooting and avoiding known pitfalls. Authoritative and cutting-edge, Biomarkers for Alzheimer's Disease Drug Development aims to ensure successful results in the further study of this vital field.
Book Synopsis Alzheimer's Diagnostic Guideline Validation by : Institute of Medicine
Download or read book Alzheimer's Diagnostic Guideline Validation written by Institute of Medicine and published by National Academies Press. This book was released on 2012-03-22 with total page 40 pages. Available in PDF, EPUB and Kindle. Book excerpt: Scientific advances during the last decade now indicate that Alzheimer's disease is a continuous, progressive cognitive disease, most likely beginning many years before dementia is apparent. To discuss the next steps in validating new diagnostic guidelines for Alzheimer's disease, the IOM Forum on Neuroscience and Nervous System Disorders hosted a public workshop session at the Alzheimer's Association International Conference.
Book Synopsis Augmenting Neurological Disorder Prediction and Rehabilitation Using Artificial Intelligence by : Anitha S. Pillai
Download or read book Augmenting Neurological Disorder Prediction and Rehabilitation Using Artificial Intelligence written by Anitha S. Pillai and published by Academic Press. This book was released on 2022-02-23 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: Augmenting Neurological Disorder Prediction and Rehabilitation Using Artificial Intelligence focuses on how the neurosciences can benefit from advances in AI, especially in areas such as medical image analysis for the improved diagnosis of Alzheimer’s disease, early detection of acute neurologic events, prediction of stroke, medical image segmentation for quantitative evaluation of neuroanatomy and vasculature, diagnosis of Alzheimer’s Disease, autism spectrum disorder, and other key neurological disorders. Chapters also focus on how AI can help in predicting stroke recovery, and the use of Machine Learning and AI in personalizing stroke rehabilitation therapy. Other sections delve into Epilepsy and the use of Machine Learning techniques to detect epileptogenic lesions on MRIs and how to understand neural networks. Provides readers with an understanding on the key applications of artificial intelligence and machine learning in the diagnosis and treatment of the most important neurological disorders Integrates recent advancements of artificial intelligence and machine learning to the evaluation of large amounts of clinical data for the early detection of disorders such as Alzheimer’s Disease, autism spectrum disorder, Multiple Sclerosis, headache disorder, Epilepsy, and stroke Provides readers with illustrative examples of how artificial intelligence can be applied to outcome prediction, neurorehabilitation and clinical exams, including a wide range of case studies in predicting and classifying neurological disorders
Book Synopsis Proceedings of International Conference on Deep Learning, Computing and Intelligence by : Gunasekaran Manogaran
Download or read book Proceedings of International Conference on Deep Learning, Computing and Intelligence written by Gunasekaran Manogaran and published by Springer Nature. This book was released on 2022-04-26 with total page 698 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers selected papers presented at the International Conference on Deep Learning, Computing and Intelligence (ICDCI 2021), organized by Department of Information Technology, SRM Institute of Science and Technology, Chennai, India, during January 7–8, 2021. The conference is sponsored by Scheme for Promotion of Academic and Research Collaboration (SPARC) in association with University of California, UC Davis and SRM Institute of Science and Technology. The book presents original research in the field of deep learning algorithms and medical imaging systems, focusing to address issues and developments in recent approaches, algorithms, mechanisms, and developments in medical imaging.
Book Synopsis PRedictive Intelligence in MEdicine by : Islem Rekik
Download or read book PRedictive Intelligence in MEdicine written by Islem Rekik and published by . This book was released on 2018 with total page 174 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the First International Workshop on PRedictive Intelligence in MEdicine, PRIME 2018, held in conjunction with MICCAI 2018, in Granada, Spain, in September 2018. The 20 full papers presented were carefully reviewed and selected from 23 submissions. The main aim of the workshop is to propel the advent of predictive models in a broad sense, with application to medical data. Particularly, the workshop will admit papers describing new cutting-edge predictive models and methods that solve challenging problems in the medical field.
Book Synopsis Biomarkers in Psychiatry by : Judith Pratt
Download or read book Biomarkers in Psychiatry written by Judith Pratt and published by Springer. This book was released on 2019-01-05 with total page 437 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume addresses one of the Holy Grails in Psychiatry, namely the evidence for and potential to adopt ‘Biomarkers’ for prevention, diagnosis, and treatment responses in mental health conditions. It meshes together state of the art research from international renowned pre-clinical and clinical scientists to illustrate how the fields of anxiety disorders, depression, psychotic disorders, and autism spectrum disorder have advanced in recent years.
Book Synopsis Handbook of Medical Image Computing and Computer Assisted Intervention by : S. Kevin Zhou
Download or read book Handbook of Medical Image Computing and Computer Assisted Intervention written by S. Kevin Zhou and published by Academic Press. This book was released on 2019-10-18 with total page 1074 pages. Available in PDF, EPUB and Kindle. Book excerpt: Handbook of Medical Image Computing and Computer Assisted Intervention presents important advanced methods and state-of-the art research in medical image computing and computer assisted intervention, providing a comprehensive reference on current technical approaches and solutions, while also offering proven algorithms for a variety of essential medical imaging applications. This book is written primarily for university researchers, graduate students and professional practitioners (assuming an elementary level of linear algebra, probability and statistics, and signal processing) working on medical image computing and computer assisted intervention. Presents the key research challenges in medical image computing and computer-assisted intervention Written by leading authorities of the Medical Image Computing and Computer Assisted Intervention (MICCAI) Society Contains state-of-the-art technical approaches to key challenges Demonstrates proven algorithms for a whole range of essential medical imaging applications Includes source codes for use in a plug-and-play manner Embraces future directions in the fields of medical image computing and computer-assisted intervention
Book Synopsis Information Processing in Medical Imaging by : Marc Niethammer
Download or read book Information Processing in Medical Imaging written by Marc Niethammer and published by Springer. This book was released on 2017-06-06 with total page 691 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 25th International Conference on Information Processing in Medical Imaging, IPMI 2017, held at the Appalachian State University, Boon, NC, USA, in June 2017. The 53 full papers presented in this volume were carefully reviewed and selected from 147 submissions. They were organized in topical sections named: analysis on manifolds; shape analysis; disease diagnosis/progression; brain networks an connectivity; diffusion imaging; quantitative imaging; imaging genomics; image registration; segmentation; general image analysis.
Book Synopsis Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro-oncology by : Seyed Mostafa Kia
Download or read book Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro-oncology written by Seyed Mostafa Kia and published by Springer Nature. This book was released on 2020-12-30 with total page 319 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Third International Workshop on Machine Learning in Clinical Neuroimaging, MLCN 2020, and the Second International Workshop on Radiogenomics in Neuro-oncology, RNO-AI 2020, held in conjunction with MICCAI 2020, in Lima, Peru, in October 2020.* For MLCN 2020, 18 papers out of 28 submissions were accepted for publication. The accepted papers present novel contributions in both developing new machine learning methods and applications of existing methods to solve challenging problems in clinical neuroimaging. For RNO-AI 2020, all 8 submissions were accepted for publication. They focus on addressing the problems of applying machine learning to large and multi-site clinical neuroimaging datasets. The workshop aimed to bring together experts in both machine learning and clinical neuroimaging to discuss and hopefully bridge the existing challenges of applied machine learning in clinical neuroscience. *The workshops were held virtually due to the COVID-19 pandemic.
Book Synopsis Advances in Communication, Signal Processing, VLSI, and Embedded Systems by : Shubhakar Kalya
Download or read book Advances in Communication, Signal Processing, VLSI, and Embedded Systems written by Shubhakar Kalya and published by Springer Nature. This book was released on 2019-11-30 with total page 560 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book comprises selected peer-reviewed papers from the International Conference on VLSI, Signal Processing, Power Systems, Illumination and Lighting Control, Communication and Embedded Systems (VSPICE-2019). The contents are divided into five broad topics - VLSI and embedded systems, signal processing, power systems, illumination and control, and communication and networking. The book focuses on the latest innovations, trends, and challenges encountered in the different areas of electronics and communication, and electrical engineering. It also offers potential solutions and provides an insight into various emerging areas such as image fusion, bio-sensors, and underwater sensor networks. This book can prove to be useful for academics and professionals interested in the various sub-fields of electronics and communication engineering.
Book Synopsis Shape Analysis in Medical Image Analysis by : Shuo Li
Download or read book Shape Analysis in Medical Image Analysis written by Shuo Li and published by Springer Science & Business Media. This book was released on 2014-01-28 with total page 441 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains thirteen contributions from invited experts of international recognition addressing important issues in shape analysis in medical image analysis, including techniques for image segmentation, registration, modelling and classification and applications in biology, as well as in cardiac, brain, spine, chest, lung and clinical practice. This volume treats topics such as for example, anatomic and functional shape representation and matching; shape-based medical image segmentation; shape registration; statistical shape analysis; shape deformation; shape-based abnormity detection; shape tracking and longitudinal shape analysis; machine learning for shape modeling and analysis; shape-based computer-aided-diagnosis; shape-based medical navigation; benchmark and validation of shape representation, analysis and modeling algorithms. This work will be of interest to researchers, students and manufacturers in the fields of artificial intelligence, bioengineering, biomechanics, computational mechanics, computational vision, computer sciences, human motion, mathematics, medical imaging, medicine, pattern recognition and physics.
Book Synopsis Advances in Brain Inspired Cognitive Systems by : Jinchang Ren
Download or read book Advances in Brain Inspired Cognitive Systems written by Jinchang Ren and published by Springer. This book was released on 2018-10-05 with total page 870 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 9th International Conference on Advances in Brain Inspired Cognitive Systems, BICS 2018, held in Xi’an, China, in July 2018. The 83 papers presented in this volume were carefully reviewed and selected from 137 submissions. The papers were organized in topical sections named: neural computation; biologically inspired systems; image recognition: detection, tracking and classification; data analysis and natural language processing; and applications.
Download or read book Smart Health written by Hsinchun Chen and published by Springer. This book was released on 2017-10-27 with total page 305 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the International Conference for Smart Health, ICSH 2017, held in Hong Kong, China,in June 2017.The 18 full papers and 13 short papers presented were carefully reviewed and selectedfrom 38 submissions. They focus on studies on the principles, approaches, models, frameworks, new applications, and effects of using novel information technology to address healthcare problems and improve social welfare.
Book Synopsis Biomechanics of the Brain by : Karol Miller
Download or read book Biomechanics of the Brain written by Karol Miller and published by Springer. This book was released on 2019-08-08 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new edition presents an authoritative account of the current state of brain biomechanics research for engineers, scientists and medical professionals. Since the first edition in 2011, this topic has unquestionably entered into the mainstream of biomechanical research. The book brings together leading scientists in the diverse fields of anatomy, neuroimaging, image-guided neurosurgery, brain injury, solid and fluid mechanics, mathematical modelling and computer simulation to paint an inclusive picture of the rapidly evolving field. Covering topics from brain anatomy and imaging to sophisticated methods of modeling brain injury and neurosurgery (including the most recent applications of biomechanics to treat epilepsy), to the cutting edge methods in analyzing cerebrospinal fluid and blood flow, this book is the comprehensive reference in the field. Experienced researchers as well as students will find this book useful.
Download or read book Brain Informatics written by Mufti Mahmud and published by Springer Nature. This book was released on 2020-09-18 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 13th International Conference on Brain Informatics, BI 2020, held in Padua, Italy, in September 2020. The conference was held virtually due to the COVID-19 pandemic. The 33 full papers were carefully reviewed and selected from 57 submissions. The papers are organized in the following topical sections: cognitive and computational foundations of brain science; investigations of human information processing systems; brain big data analytics, curation and management; informatics paradigms for brain and mental health research; and brain-machine intelligence and brain-inspired computing.
Book Synopsis Clinical Manual of Neuropsychiatry by : Stuart C. Yudofsky
Download or read book Clinical Manual of Neuropsychiatry written by Stuart C. Yudofsky and published by American Psychiatric Pub. This book was released on 2012 with total page 450 pages. Available in PDF, EPUB and Kindle. Book excerpt: Clinical Manual of Neuropsychiatry offers clinicians the comprehensive, expert guidance that they require to deliver cutting-edge, effective, and compassionate patient care. Practical, comprehensive, and exhaustively researched, Clinical Manual of Neuropsychiatry is an indispensible resource for professionals.
