Machine Learning for Medical Image Reconstruction

Machine Learning for Medical Image Reconstruction
Author: Florian Knoll
Publisher: Springer Nature
Total Pages: 274
Release: 2019-10-24
Genre: Computers
ISBN: 3030338436

This book constitutes the refereed proceedings of the Second International Workshop on Machine Learning for Medical Reconstruction, MLMIR 2019, held in conjunction with MICCAI 2019, in Shenzhen, China, in October 2019. The 24 full papers presented were carefully reviewed and selected from 32 submissions. The papers are organized in the following topical sections: deep learning for magnetic resonance imaging; deep learning for computed tomography; and deep learning for general image reconstruction.

Handbook of Image and Video Processing

Handbook of Image and Video Processing
Author: Alan C. Bovik
Publisher: Academic Press
Total Pages: 1429
Release: 2010-07-21
Genre: Technology & Engineering
ISBN: 0080533612

55% new material in the latest edition of this "must-have for students and practitioners of image & video processing!This Handbook is intended to serve as the basic reference point on image and video processing, in the field, in the research laboratory, and in the classroom. Each chapter has been written by carefully selected, distinguished experts specializing in that topic and carefully reviewed by the Editor, Al Bovik, ensuring that the greatest depth of understanding be communicated to the reader. Coverage includes introductory, intermediate and advanced topics and as such, this book serves equally well as classroom textbook as reference resource. • Provides practicing engineers and students with a highly accessible resource for learning and using image/video processing theory and algorithms • Includes a new chapter on image processing education, which should prove invaluable for those developing or modifying their curricula • Covers the various image and video processing standards that exist and are emerging, driving today's explosive industry • Offers an understanding of what images are, how they are modeled, and gives an introduction to how they are perceived • Introduces the necessary, practical background to allow engineering students to acquire and process their own digital image or video data • Culminates with a diverse set of applications chapters, covered in sufficient depth to serve as extensible models to the reader's own potential applications About the Editor... Al Bovik is the Cullen Trust for Higher Education Endowed Professor at The University of Texas at Austin, where he is the Director of the Laboratory for Image and Video Engineering (LIVE). He has published over 400 technical articles in the general area of image and video processing and holds two U.S. patents. Dr. Bovik was Distinguished Lecturer of the IEEE Signal Processing Society (2000), received the IEEE Signal Processing Society Meritorious Service Award (1998), the IEEE Third Millennium Medal (2000), and twice was a two-time Honorable Mention winner of the international Pattern Recognition Society Award. He is a Fellow of the IEEE, was Editor-in-Chief, of the IEEE Transactions on Image Processing (1996-2002), has served on and continues to serve on many other professional boards and panels, and was the Founding General Chairman of the IEEE International Conference on Image Processing which was held in Austin, Texas in 1994.* No other resource for image and video processing contains the same breadth of up-to-date coverage* Each chapter written by one or several of the top experts working in that area* Includes all essential mathematics, techniques, and algorithms for every type of image and video processing used by electrical engineers, computer scientists, internet developers, bioengineers, and scientists in various, image-intensive disciplines

Facial Palsy

Facial Palsy
Author: Chieh-Han John Tzou
Publisher: Springer Nature
Total Pages: 435
Release: 2021-05-27
Genre: Medical
ISBN: 303050784X

This book offers a comprehensive overview of the surgical techniques available in reconstruction of the paralyzed face. It is divided into six parts. The first part introduces the topic of facial palsy, and the following parts provide detailed information on facial nerve reconstruction techniques, management of eye closure and smile reanimation. The book highlights symmetrization techniques and synkinesis and presents innovations and new frontiers in facial palsy.Written by an international group of experts who are committed to maintaining high standards and service in treating this condition and improving outcomes, it is a valuable source of information for clinicians and practitioners in plastic and reconstructive surgery, neurosurgeons and oral-and-maxillofacial surgeons, but also useful for researchers in this field.

Howler Monkeys

Howler Monkeys
Author: Martín M. Kowalewski
Publisher: Springer
Total Pages: 447
Release: 2014-12-04
Genre: Science
ISBN: 1493919601

Howler monkeys (genus Alouatta) comprise twelve species of leaf-eating New World monkeys that range from southern Mexico through northern Argentina. This genus is the most widespread of any New World primate taxa, and can be found to inhabit a range of forest types from undisturbed rainforest to severely anthropogenically impacted forest fragments. Although there have been many studies on individual species of howler monkeys, this book is the first comprehensive volume to place information on howler behavior and biology within a theoretical framework of ecological and social adaptability. This is the second of two volumes devoted to the genus Alouatta. This volume: · Examines behavioral and physiological mechanisms that enable howler monkeys to exploit highly disturbed and fragmented habitats · Presents models of howler monkey diet, social organization, and mating systems that can also inform researchers studying Old World colobines, apes, and other tropical mammals These goals are achieved in a collection of chapters written by a distinguished group of scientists on the feeding ecology, behavior, mating strategies, and management and conservation of howlers. This book also contains chapters on the howler microbiome, the concept of behavioral variability, sexual selection, and the role of primates in forest regeneration.

Guide to Biometric Reference Systems and Performance Evaluation

Guide to Biometric Reference Systems and Performance Evaluation
Author: Dijana Petrovska-Delacrétaz
Publisher: Springer Science & Business Media
Total Pages: 414
Release: 2009-04-05
Genre: Computers
ISBN: 1848002920

Biometrics has moved from using fingerprints to using many methods of assessing human physical and behavioral traits. This guide introduces a new performance evaluation framework designed to offer full coverage of performance evaluation of biometric systems.

Image Analysis and Modeling in Ophthalmology

Image Analysis and Modeling in Ophthalmology
Author: Eddie Y. K. Ng
Publisher: CRC Press
Total Pages: 402
Release: 2014-02-11
Genre: Medical
ISBN: 1466559381

Successful thermal modeling of the human eye helps in the early diagnosis of eye abnormalities such as inflammation, cataracts, diabetic retinopathy, and glaucoma-all leading causes of blindness. This book presents a unified work of eye imaging and modeling techniques that have been proposed and applied to ophthalmologic problems. It delves into various morphological, texture, higher order spectra, and wavelet transformation techniques used to extract important diagnostic features from images, which can then be analyzed by a data scientist for automated diagnosis.

Breast Elastography

Breast Elastography
Author: Richard G. Barr
Publisher: Thieme
Total Pages: 601
Release: 2015-01-28
Genre: Medical
ISBN: 1604068531

This comprehensive reference covers the principles and techniques used in performing breast elastography, an innovative imaging technology that can dramatically reduce the need for biopsies. The book begins with an introduction of the techniques, followed by sections on how to perform each technique and methods of interpretation, and concludes with more than 60 detailed case studies. Key Features: Includes case studies covering a wide range of breast pathologies and illustrating the use of all available elastography techniques to help radiologists obtain the best images for each pathology Covers all methods of breast elastography, including sheer wave and strain wave Contains more than 200 high-quality color images that demonstrate how to perform each technique Breast Elastography is an essential reference for all radiologists, residents and fellows, and sonographers involved in breast imaging and evaluation.

Schizophrenia

Schizophrenia
Author: Steven M. Silverstein
Publisher: MIT Press
Total Pages: 403
Release: 2013-11-15
Genre: Medical
ISBN: 0262019620

Leading researchers address conceptual and technical issues in schizophrenia and suggest novel strategies for advancing research and treatment. Despite major advances in methodology and thousands of published studies every year, treatment outcomes in schizophrenia have not improved over the last fifty years. Moreover, we still lack strategies for prevention and we do not yet understand how the interaction of genetic, developmental, and environmental factors contribute to the disorder. In this book, leading researchers consider conceptual and technical obstacles to progress in understanding schizophrenia and suggest novel strategies for advancing research and treatment. The contributors address a wide range of critical issues: the construct of schizophrenia itself; etiology, risk, prediction, and prevention; different methods of modeling the disorder; and treatment development and delivery. They identify crucial gaps in our knowledge and offer creative but feasible suggestions. These strategies include viewing schizophrenia as a heterogeneous group of conditions; adopting specific new approaches to prediction and early intervention; developing better integration of data across genetics, imaging, perception, cognition, phenomenology, and other fields; and moving toward an evidence-based, personalized approach to treatment requiring rational clinical decision-making to reduce functional disability. Contributors Robert Bittner, Robert W. Buchanan, Kristin S. Cadenhead, William T. Carpenter, Jr., Aiden Corvin, Daniel Durstewitz, André A. Fenton, Camilo de la Fuente-Sandoval, Jay A. Gingrich, Joshua A. Gordon, Chloe Gott, Peter B. Jones, René S. Kahn, Richard Keefe, Wolfgang Kelsch, James L. Kennedy, Matcheri S. Keshavan, Angus W. MacDonald III, Anil K. Malhotra, John McGrath, Andreas Meyer-Lindenberg, Kevin J. Mitchell, Bita Moghaddam, Vera A. Morgan, Craig Morgan, Kim T. Mueser, Karoly Nikolich, Patricio O'Donnell, Michael O'Donovan, William A. Phillips, Wulf Rössler, Louis Sass, Akira Sawa, Jeremy K. Seamans, Steven M. Silverstein, William Spaulding, Sharmili Sritharan, Heike Tost, Peter Uhlhaas, Aristotle Voineskos, Michèle Wessa, Leanne M. Williams, Ashley Wilson, Til Wykes