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Machine Learning And Other Artificial Intelligence Applications An Issue Of Neuroimaging Clinics Of North America E Book
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Book Synopsis Machine Learning and Other Artificial Intelligence Applications, An Issue of Neuroimaging Clinics of North America, E-Book by : Reza Forghani
Download or read book Machine Learning and Other Artificial Intelligence Applications, An Issue of Neuroimaging Clinics of North America, E-Book written by Reza Forghani and published by Elsevier Health Sciences. This book was released on 2020-10-23 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: This issue of Neuroimaging Clinics of North America focuses on Artificial Intelligence and Machine Learning and is edited by Dr. Reza Forghani. Articles will include: A Brief History of Artificial Intelligence; Evolution of Approaches for Computerized Image Analysis; Overview of Machine Learning Part 1: Classic Approaches; Overview of Machine Learning Part 2: Artificial Neural Networks & Deep Learning; Overview of Natural Language Processing; Artificial Intelligence & Stroke Imaging: An East Coast Perspective; Artificial Intelligence & Stroke Imaging: A West Coast Perspective; Artificial Intelligence Applications for Brain Tumor Imaging; Diverse Applications of Artificial Intelligence in Neuroradiology; Artificial Intelligence Applications for Head and Neck Imaging; Artificial Intelligence Applications for Predictive Analytics and Workflow Optimization; Artificial Intelligence, Advanced Visualization, and 3D Printing; Ethical & Legal Considerations for Artificial Intelligence; Comprehensive (or 360) Artificial Intelligence: Beyond Image Interpretation Alone, and more!
Book Synopsis Artificial Intelligence and Machine Learning, an Issue of Neuroimaging Clinics of North America, Volume 30-4 by : Reza Forghani
Download or read book Artificial Intelligence and Machine Learning, an Issue of Neuroimaging Clinics of North America, Volume 30-4 written by Reza Forghani and published by Elsevier. This book was released on 2020-11-30 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: This issue of Neuroimaging Clinics of North America focuses on Artificial Intelligence and Machine Learning and is edited by Dr. Reza Forghani. Articles will include: A Brief History of Artificial Intelligence; Evolution of Approaches for Computerized Image Analysis; Overview of Machine Learning Part 1: Classic Approaches; Overview of Machine Learning Part 2: Artificial Neural Networks & Deep Learning; Overview of Natural Language Processing; Artificial Intelligence & Stroke Imaging: An East Coast Perspective; Artificial Intelligence & Stroke Imaging: A West Coast Perspective; Artificial Intelligence Applications for Brain Tumor Imaging; Diverse Applications of Artificial Intelligence in Neuroradiology; Artificial Intelligence Applications for Head and Neck Imaging; Artificial Intelligence Applications for Predictive Analytics and Workflow Optimization; Artificial Intelligence, Advanced Visualization, and 3D Printing; Ethical & Legal Considerations for Artificial Intelligence; Comprehensive (or 360) Artificial Intelligence: Beyond Image Interpretation Alone, and more!
Book Synopsis Thyroid and Parathyroid Imaging, An Issue of Neuroimaging Clinics of North America, E-Book by : Salmaan Ahmed
Download or read book Thyroid and Parathyroid Imaging, An Issue of Neuroimaging Clinics of North America, E-Book written by Salmaan Ahmed and published by Elsevier Health Sciences. This book was released on 2021-07-08 with total page 161 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this issue of Neuroimaging Clinics, guest editors Salmaan Ahmed and J. Matthew Debnam bring their considerable expertise to the topic of Thyroid and Parathyroid Imaging. Provides in-depth, clinical reviews on Thyroid and Parathyroid Imaging, providing actionable insights for clinical practice. Presents the latest information on this timely, focused topic under the leadership of experienced editors in the field; Authors synthesize and distill the latest research and practice guidelines to create these timely topic-based reviews.
Book Synopsis fMRI in the Pre-Operative Brain Tumor Setting, An Issue of Neuroimaging Clinics of North America, E-Book by : Andrei Holodny
Download or read book fMRI in the Pre-Operative Brain Tumor Setting, An Issue of Neuroimaging Clinics of North America, E-Book written by Andrei Holodny and published by Elsevier Health Sciences. This book was released on 2020-12-01 with total page 161 pages. Available in PDF, EPUB and Kindle. Book excerpt: This issue of Neuroimaging Clinics of North America focuses on fMRI for the Diagnosis, Treatment and Management of Brain Tumors and is edited by Dr. Andrei I. Holodny. Articles will include: Introduction to fMRI; How to start your clinical fMRI program; Diffusion tractography; The problem of neurovascular uncoupling; Dynamic Resting State fMRI; Resting State fMRI of language function; Methods of fMRI analysis; Patient preparation and fMRI paradigm design; Functional brain anatomy; Neurosurgical Applications of fMRI; and more!
Book Synopsis Artificial Intelligence in Radiology, An Issue of Radiologic Clinics of North America, E-Book by : Daniel L. Rubin
Download or read book Artificial Intelligence in Radiology, An Issue of Radiologic Clinics of North America, E-Book written by Daniel L. Rubin and published by Elsevier Health Sciences. This book was released on 2021-10-27 with total page 201 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence in Radiology, An Issue of Radiologic Clinics of North America, E-Book
Book Synopsis Pain Management, An Issue of Neurosurgery Clinics of North America, E-Book by : Joshua M. Rosenow
Download or read book Pain Management, An Issue of Neurosurgery Clinics of North America, E-Book written by Joshua M. Rosenow and published by Elsevier Health Sciences. This book was released on 2022-06-23 with total page 137 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this issue of Neurosurgery Clinics, guest editors Drs. Joshua M. Rosenow and Julie G. Pilitsis bring their considerable expertise to the topic of Pain Management. Because pain management often benefits from a multidisciplinary approach, this issue addresses how pain can be assessed and managed with and without medication (e.g., acupuncture, chiropractic medicine, mindfulness meditation) and procedures. Contains 15 relevant, practice-oriented topics including the multidisciplinary team in pain management; healthcare disparity in pain; nonopioid postoperative pain management; holistic therapy: what works and what does not; machine learning and pain outcomes; and more. Provides in-depth clinical reviews on pain management, offering actionable insights for clinical practice. Presents the latest information on this timely, focused topic under the leadership of experienced editors in the field. Authors synthesize and distill the latest research and practice guidelines to create clinically significant, topic-based reviews.
Book Synopsis MRI and Traumatic Brain Injury, An Issue of Neuroimaging Clinics of North America, E-Book by : Pejman Jabehdar Maralani
Download or read book MRI and Traumatic Brain Injury, An Issue of Neuroimaging Clinics of North America, E-Book written by Pejman Jabehdar Maralani and published by Elsevier Health Sciences. This book was released on 2023-03-29 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this issue of Neuroimaging Clinics, guest editors Drs. Pejman Jabehdar Maralani and Sean Symons bring their considerable expertise to the topic of Neurotrauma. Top experts in the field cover key topics such as conventional MRI in trauma management in adults and children; imaging approach to concussion; clinical updates on concussion; the current state of DWI/DTI for trauma prognostication; the current state of fMRI/rs-fMRI for trauma prognostication; and more. Contains 13 relevant, practice-oriented topics including MRI perfusion in traumatic brain injury; traumatic brain injury and vision; traumatic brain injury and cerebrovascular reactivity; SWI / qSM in traumatic brain injury; imaging of non-accidental trauma in children; advances in MRI related to TBI management; and more. Provides in-depth clinical reviews on neurotrauma, offering actionable insights for clinical practice. Presents the latest information on this timely, focused topic under the leadership of experienced editors in the field. Authors synthesize and distill the latest research and practice guidelines to create clinically significant, topic-based reviews.
Book Synopsis Advanced Neuroimaging in Brain Tumors, An Issue of Radiologic Clinics of North America, E-Book by : Sangam Kanekar
Download or read book Advanced Neuroimaging in Brain Tumors, An Issue of Radiologic Clinics of North America, E-Book written by Sangam Kanekar and published by Elsevier Health Sciences. This book was released on 2021-05-13 with total page 217 pages. Available in PDF, EPUB and Kindle. Book excerpt: This issue of Radiologic Clinics focuses on Advanced Neuroimaging in Brain Tumors and is edited by Dr. Sangam Kanekar. Articles will include: Imaging findings of new entities and patterns in brain tumor: IDH mutant, IDH wildtype, Codeletion, and MGMT methylation; CT and MR perfusion imaging in neuro-oncology; Application of diffusion weighted imaging (DWI) and diffusion tensor imaging (DTI) in the pre- and post-surgical evaluation of brain tumor; Clinical applications of magnetic resonance spectroscopy (MRS) in of brain tumors: grading and recurrence; Cellular and molecular imaging with PET and SPECT in brain tumors; Role of Functional MRI (fMRI) in the presurgical mapping of brain tumor; Imaging surveillance of gliomas: role of advanced imaging techniques; Neoplastic meningitis and paraneoplastic syndrome—role of imaging; Imaging of neurologic injury following oncologic therapy; RadioGenomics of brain tumor; Imaging mimics of brain tumors; Imaging of tumor syndromes; and more!
Book Synopsis MR Imaging of Head and Neck Cancer, An Issue of Magnetic Resonance Imaging Clinics of North America, E-Book by : Ahmed Abdel Khalek Abdel Razek
Download or read book MR Imaging of Head and Neck Cancer, An Issue of Magnetic Resonance Imaging Clinics of North America, E-Book written by Ahmed Abdel Khalek Abdel Razek and published by Elsevier Health Sciences. This book was released on 2021-11-26 with total page 233 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this issue of MRI Clinics, guest editor Dr. Ahmed Abdel Khalek Abdel Razek brings his considerable expertise to the topic of MR Imaging of Head and Neck Cancer. Top experts in the field cover key topics such as artificial intelligence and deep learning of head and neck cancer, MR imaging of salivary gland tumors, MR imaging of vascular malformations and tumors of the head and neck, and more. Contains 14 relevant, practice-oriented topics including the role of MR imaging in head and neck squamous cell carcinoma; MR imaging of nasopharyngeal carcinoma; MR imaging of oropharyngeal cancer and oral cavity tumors; MR imaging of laryngeal and hypopharyngeal cancer; MR imaging of nasal and paranasal sinuses tumors; and more. Provides in-depth clinical reviews on MR imaging of head and neck cancer, offering actionable insights for clinical practice. Presents the latest information on this timely, focused topic under the leadership of experienced editors in the field. Authors synthesize and distill the latest research and practice guidelines to create clinically significant, topic-based reviews.
Book Synopsis Advanced Imaging in Ischemic and Hemorrhagic Stroke, An Issue of Neuroimaging Clinics of North America, E-Book by : Joseph J. Gemmete
Download or read book Advanced Imaging in Ischemic and Hemorrhagic Stroke, An Issue of Neuroimaging Clinics of North America, E-Book written by Joseph J. Gemmete and published by Elsevier Health Sciences. This book was released on 2024-04-11 with total page 137 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this issue of Neuroimaging Clinics, guest editors Drs. Joseph Gemmete and Zachary Wilseck bring their considerable expertise to the topic of Advanced Imaging in Ischemic and Hemorrhagic Stroke. Top experts in the field discuss metabolic imaging such as PET, in vivo O17 MRS imaging, quantitative sodium MR imaging, pharmacological MRI (pHMRI), dual-energy CT, vessel wall imaging, and more. Contains 11 relevant, practice-oriented topics including CT/CTA/perfusion in acute ischemic stroke/vasospasm; MRI/MRA/perfusion in acute ischemic stroke and vasospasm; MR imaging of cerebral aneurysmal wall for rupture risk; dual-energy CT in imaging of acute ischemic and hemorrhagic stroke; metabolic imaging of acute ischemic stroke (PET, spectroscopy, O17 imaging, sodium imaging, PH imaging); and more. Provides in-depth clinical reviews on advanced imaging in ischemic and hemorrhagic stroke, offering actionable insights for clinical practice. Presents the latest information on this timely, focused topic under the leadership of experienced editors in the field. Authors synthesize and distill the latest research and practice guidelines to create clinically significant, topic-based reviews.
Book Synopsis Pediatric Neuroimaging: State-of-the-Art, An Issue of Magnetic Resonance Imaging Clinics of North America, E-Book by : Mai-Lan Ho
Download or read book Pediatric Neuroimaging: State-of-the-Art, An Issue of Magnetic Resonance Imaging Clinics of North America, E-Book written by Mai-Lan Ho and published by Elsevier Health Sciences. This book was released on 2021-11-03 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: Approx.240 pages Approx.240 pages
Book Synopsis Imaging of Cerebrovascular Disease, An Issue of Radiologic Clinics of North America, E-Book by : Javier M. Romero
Download or read book Imaging of Cerebrovascular Disease, An Issue of Radiologic Clinics of North America, E-Book written by Javier M. Romero and published by Elsevier Health Sciences. This book was released on 2023-03-21 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this issue, guest editors bring their considerable expertise to this important topic. Contains 11 practice-oriented topics including pearls and pitfalls of carotid artery imaging: ultrasound, CT angiography, and MR angiography; stroke in the young adult; imaging pearls in head trauma; current evaluation of collateral circulation; and more. Provides in-depth clinical reviews on imaging of cerebrovascular disease, offering actionable insights for clinical practice. Presents the latest information on this timely, focused topic under the leadership of experienced editors in the field. Authors synthesize and distill the latest research and practice guidelines to create clinically significant, topic-based reviews.
Book Synopsis Clinical Value of Hybrid PET/MRI, An Issue of Magnetic Resonance Imaging Clinics of North America, E-Book by : Minerva Becker
Download or read book Clinical Value of Hybrid PET/MRI, An Issue of Magnetic Resonance Imaging Clinics of North America, E-Book written by Minerva Becker and published by Elsevier Health Sciences. This book was released on 2023-09-26 with total page 287 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this issue of MRI Clinics, guest editors Prof. Minerva Becker and Dr. Valentino Garibotto bring their considerable expertise to the topic of Clinical Value of Hybrid PET/MRI. Combined PET/MRI has significant advantages over other imaging methods—a lesser radiation dose, excellent soft tissue contrast, numerous radiotracers available for PET, and more, making it a good choice for diagnostics and staging, as well as surgical planning. In this issue, top experts explore these advantages and more, helping you make the most of this relatively new dual-imaging modality in your practice. Contains 10 relevant, practice-oriented topics including breast imaging using PET/MRI; abdominal imaging using PET/MRI; brain imaging using PET/MRI; musculoskeletal imaging using PET/MRI; PET/MRI in radiation therapy planning; pediatric imaging using PET/MRI; and more. Provides in-depth clinical reviews on the clinical value of hybrid PET/MRI, offering actionable insights for clinical practice. Presents the latest information on this timely, focused topic under the leadership of experienced editors in the field. Authors synthesize and distill the latest research and practice guidelines to create clinically significant, topic-based reviews.
Book Synopsis Machine Learning in Clinical Neuroscience by : Victor E. Staartjes
Download or read book Machine Learning in Clinical Neuroscience written by Victor E. Staartjes and published by Springer Nature. This book was released on 2021-12-03 with total page 343 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Machine Learning and Deep Learning in Neuroimaging Data Analysis by : Anitha S. Pillai
Download or read book Machine Learning and Deep Learning in Neuroimaging Data Analysis written by Anitha S. Pillai and published by CRC Press. This book was released on 2024-02-15 with total page 133 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machine learning (ML) and deep learning (DL) have become essential tools in healthcare. They are capable of processing enormous amounts of data to find patterns and are also adopted into methods that manage and make sense of healthcare data, either electronic healthcare records or medical imagery. This book explores how ML/DL can assist neurologists in identifying, classifying or predicting neurological problems that require neuroimaging. With the ability to model high-dimensional datasets, supervised learning algorithms can help in relating brain images to behavioral or clinical observations and unsupervised learning can uncover hidden structures/patterns in images. Bringing together artificial intelligence (AI) experts as well as medical practitioners, these chapters cover the majority of neuro problems that use neuroimaging for diagnosis, along with case studies and directions for future research.
Book Synopsis Machine Learning and Interpretation in Neuroimaging by : Georg Langs
Download or read book Machine Learning and Interpretation in Neuroimaging written by Georg Langs and published by Springer. This book was released on 2012-11-11 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: Brain imaging brings together the technology, methodology, research questions and approaches of a wide range of scientific fields including physics, statistics, computer science, neuroscience, biology, and engineering. Thus, methodological and technological advances that enable us to obtain measurements, examine relationships across observations, and link these data to neuroscientific hypotheses happen in a highly interdisciplinary environment. The dynamic field of machine learning with its modern approach to data mining provides many relevant approaches for neuroscience and enables the exploration of open questions. This state-of-the-art survey offers a collection of papers from the Workshop on Machine Learning and Interpretation in Neuroimaging, MLINI 2011, held at the 25th Annual Conference on Neural Information Processing, NIPS 2011, in the Sierra Nevada, Spain, in December 2011. Additionally, invited speakers agreed to contribute reviews on various aspects of the field, adding breadth and perspective to the volume. The 32 revised papers were carefully selected from 48 submissions. At the interface between machine learning and neuroimaging the papers aim at shedding some light on the state of the art in this interdisciplinary field. They are organized in topical sections on coding and decoding, neuroscience, dynamcis, connectivity, and probabilistic models and machine learning.
Book Synopsis Artificial Intelligence in Medical Imaging by : Erik R. Ranschaert
Download or read book Artificial Intelligence in Medical Imaging written by Erik R. Ranschaert and published by Springer. This book was released on 2019-01-29 with total page 373 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a thorough overview of the ongoing evolution in the application of artificial intelligence (AI) within healthcare and radiology, enabling readers to gain a deeper insight into the technological background of AI and the impacts of new and emerging technologies on medical imaging. After an introduction on game changers in radiology, such as deep learning technology, the technological evolution of AI in computing science and medical image computing is described, with explanation of basic principles and the types and subtypes of AI. Subsequent sections address the use of imaging biomarkers, the development and validation of AI applications, and various aspects and issues relating to the growing role of big data in radiology. Diverse real-life clinical applications of AI are then outlined for different body parts, demonstrating their ability to add value to daily radiology practices. The concluding section focuses on the impact of AI on radiology and the implications for radiologists, for example with respect to training. Written by radiologists and IT professionals, the book will be of high value for radiologists, medical/clinical physicists, IT specialists, and imaging informatics professionals.
