Fetal Infant And Ophthalmic Medical Image Analysis

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Fetal, Infant and Ophthalmic Medical Image Analysis

Author : M. Jorge Cardoso
Publisher : Springer
ISBN 13 : 3319675613
Total Pages : 263 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Fetal, Infant and Ophthalmic Medical Image Analysis by : M. Jorge Cardoso

Download or read book Fetal, Infant and Ophthalmic Medical Image Analysis written by M. Jorge Cardoso and published by Springer. This book was released on 2017-09-06 with total page 263 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed joint proceedings of the International Workshop on Fetal and Infant Image Analysis, FIFI 2017, and the 6th International Workshop on Ophthalmic Medical Image Analysis, OMIA 2017, held in conjunction with the 20th International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2017, in Québec City, QC, Canada, in September 2017. The 8 full papers presented at FIFI 2017 and the 20 full papers presented at OMIA 2017 were carefully reviewed and selected. The FIFI papers feature research on advanced image analysis approaches focused on the analysis of growth and development in the fetal, infant and paediatric period. The OMIA papers cover various topics in the field of ophthalmic image analysis.

Ophthalmic Medical Image Analysis

Author : Huazhu Fu
Publisher : Springer Nature
ISBN 13 : 3030634191
Total Pages : 227 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Ophthalmic Medical Image Analysis by : Huazhu Fu

Download or read book Ophthalmic Medical Image Analysis written by Huazhu Fu and published by Springer Nature. This book was released on 2020-11-20 with total page 227 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 6th International Workshop on Ophthalmic Medical Image Analysis, OMIA 2020, held in conjunction with the 23rd International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2020, in Lima, Peru, in October 2020. The workshop was held virtually due to the COVID-19 crisis. The 21 papers presented at OMIA 2020 were carefully reviewed and selected from 34 submissions. The papers cover various topics in the field of ophthalmic medical image analysis and challenges in terms of reliability and validation, number and type of conditions considered, multi-modal analysis (e.g., fundus, optical coherence tomography, scanning laser ophthalmoscopy), novel imaging technologies, and the effective transfer of advanced computer vision and machine learning technologies.

Ophthalmic Medical Image Analysis

Author : Huazhu Fu
Publisher : Springer Nature
ISBN 13 : 3030329569
Total Pages : 192 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Ophthalmic Medical Image Analysis by : Huazhu Fu

Download or read book Ophthalmic Medical Image Analysis written by Huazhu Fu and published by Springer Nature. This book was released on 2019-10-10 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 6th International Workshop on Ophthalmic Medical Image Analysis, OMIA 2019, held in conjunction with the 22nd International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2019, in Shenzhen, China, in October 2019. The 22 full papers (out of 36 submissions) presented at OMIA 2019 were carefully reviewed and selected. The papers cover various topics in the field of ophthalmic image analysis.

Ophthalmic Medical Image Analysis

Author : Bhavna Antony
Publisher : Springer Nature
ISBN 13 : 303116525X
Total Pages : 216 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Ophthalmic Medical Image Analysis by : Bhavna Antony

Download or read book Ophthalmic Medical Image Analysis written by Bhavna Antony and published by Springer Nature. This book was released on 2022-09-15 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 9th International Workshop on Ophthalmic Medical Image Analysis, OMIA 2022, held in conjunction with the 25th International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2022, in Singapore, Singapore, in September 2022. The 20 papers presented at OMIA 2022 were carefully reviewed and selected from 33 submissions. The papers cover various topics in the field of ophthalmic medical image analysis and challenges in terms of reliability and validation, number and type of conditions considered, multi-modal analysis (e.g., fundus, optical coherence tomography, scanning laser ophthalmoscopy), novel imaging technologies, and the effective transfer of advanced computer vision and machine learning technologies.

Ophthalmic Medical Image Analysis

Author : Huazhu Fu
Publisher : Springer
ISBN 13 : 9783030869991
Total Pages : 200 pages
Book Rating : 4.8/5 (699 download)

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Book Synopsis Ophthalmic Medical Image Analysis by : Huazhu Fu

Download or read book Ophthalmic Medical Image Analysis written by Huazhu Fu and published by Springer. This book was released on 2021-09-21 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 8th International Workshop on Ophthalmic Medical Image Analysis, OMIA 2021, held in conjunction with the 24th International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2021, in Strasbourg, France, in September 2021.* The 20 papers presented at OMIA 2021 were carefully reviewed and selected from 31 submissions. The papers cover various topics in the field of ophthalmic medical image analysis and challenges in terms of reliability and validation, number and type of conditions considered, multi-modal analysis (e.g., fundus, optical coherence tomography, scanning laser ophthalmoscopy), novel imaging technologies, and the effective transfer of advanced computer vision and machine learning technologies. *The workshop was held virtually.

Ophthalmic Medical Image Analysis

Author : Bhavna Antony
Publisher : Springer Nature
ISBN 13 : 3031440137
Total Pages : 174 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Ophthalmic Medical Image Analysis by : Bhavna Antony

Download or read book Ophthalmic Medical Image Analysis written by Bhavna Antony and published by Springer Nature. This book was released on 2023-09-15 with total page 174 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 10th International Workshop on Ophthalmic Medical Image Analysis, OMIA 2023, held in conjunction with the 26th International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2023, in Vancouver, Canada, in October 2023. The 16 papers presented at OMIA 2023 were carefully reviewed and selected from 27 submissions. The papers cover various topics in the field of ophthalmic medical image analysis and challenges in terms of reliability and validation, number and type of conditions considered, multi-modal analysis (e.g., fundus, optical coherence tomography, scanning laser ophthalmoscopy), novel imaging technologies, and the effective transfer of advanced computer vision and machine learning technologies.

Computational Retinal Image Analysis

Author : Emanuele Trucco
Publisher : Academic Press
ISBN 13 : 0081028172
Total Pages : 506 pages
Book Rating : 4.0/5 (81 download)

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Book Synopsis Computational Retinal Image Analysis by : Emanuele Trucco

Download or read book Computational Retinal Image Analysis written by Emanuele Trucco and published by Academic Press. This book was released on 2019-11-19 with total page 506 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computational Retinal Image Analysis: Tools, Applications and Perspectives gives an overview of contemporary retinal image analysis (RIA) in the context of healthcare informatics and artificial intelligence. Specifically, it provides a history of the field, the clinical motivation for RIA, technical foundations (image acquisition modalities, instruments), computational techniques for essential operations, lesion detection (e.g. optic disc in glaucoma, microaneurysms in diabetes) and validation, as well as insights into current investigations drawing from artificial intelligence and big data. This comprehensive reference is ideal for researchers and graduate students in retinal image analysis, computational ophthalmology, artificial intelligence, biomedical engineering, health informatics, and more. Provides a unique, well-structured and integrated overview of retinal image analysis Gives insights into future areas, such as large-scale screening programs, precision medicine, and computer-assisted eye care Includes plans and aspirations of companies and professional bodies

Data Driven Treatment Response Assessment and Preterm, Perinatal, and Paediatric Image Analysis

Author : Andrew Melbourne
Publisher : Springer
ISBN 13 : 303000807X
Total Pages : 189 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Data Driven Treatment Response Assessment and Preterm, Perinatal, and Paediatric Image Analysis by : Andrew Melbourne

Download or read book Data Driven Treatment Response Assessment and Preterm, Perinatal, and Paediatric Image Analysis written by Andrew Melbourne and published by Springer. This book was released on 2018-09-14 with total page 189 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed joint proceedings of the First International Workshop on Data Driven Treatment Response Assessment, DATRA 2018 and the Third International Workshop on Preterm, Perinatal and Paediatric Image Analysis, PIPPI 2018, held in conjunction with the 21st International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2018, in Granada, Spain, in September 2018. The 5 full papers presented at DATRA 2018 and the 12 full papers presented at PIPPI 2018 were carefully reviewed and selected. The DATRA papers cover a wide range of exploring pattern recognition technologies for tackling clinical issues related to the follow-up analysis of medical data with focus on malignancy progression analysis, computer-aided models of treatment response, and anomaly detection in recovery feedback. The PIPPI papers cover topics of advanced image analysis approaches focused on the analysis of growth and development in the fetal, infant and paediatric period.

Artificial Intelligence Research and Development

Author : Z. Falomir
Publisher : IOS Press
ISBN 13 : 161499918X
Total Pages : 422 pages
Book Rating : 4.6/5 (149 download)

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Book Synopsis Artificial Intelligence Research and Development by : Z. Falomir

Download or read book Artificial Intelligence Research and Development written by Z. Falomir and published by IOS Press. This book was released on 2018-10-04 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt: It is almost impossible today to find an economic sector or aspect of society which does not involve AI techniques in some way. This pervasive technology has become indispensible in a multitude of ways, from supporting decision making to managing digital devices such as smart sensors, mechanical arms or artificial eyes. The ability of AI to emulate intelligence in the resolution of challenging problems has placed it at the centre of problem solving in all areas of our society. This book presents contributions from CCIA 2018, the 21st International Conference of the Catalan Association for Artificial Intelligence which took place in Alt Empordà, Catalonia, Spain, on 8-10th October 2018. The book aims to provide a picture of what is being achieved and what is under development in AI today. As such, its contents represent the diversity of approaches and applications currently being researched, but it also presents invited contributions which deal with some of the challenges that will have to be faced in the decade to come. The contributions included in this book are organized under the following headings: logic, satisfiability and fuzzy sets; classifiers, networks and machine learning; data science, recommender systems and case-based reasoning; natural language and sound processing; cognitive systems and agents; and computer vision and robotics. The book also covers a number of current AI challenges and new trends like big data, spatial problem solving, ethics and AI, and how blockchain impacts AI. Providing an up-to-the-minute overview of current AI technology and research, this book will be of value to all those with an interest in the subject.

Fetal MRI, An Issue of Magnetic Resonance Imaging Clinics of North America, E-Book

Author : Camilo Jaimes
Publisher : Elsevier Health Sciences
ISBN 13 : 0443128960
Total Pages : 217 pages
Book Rating : 4.4/5 (431 download)

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Book Synopsis Fetal MRI, An Issue of Magnetic Resonance Imaging Clinics of North America, E-Book by : Camilo Jaimes

Download or read book Fetal MRI, An Issue of Magnetic Resonance Imaging Clinics of North America, E-Book written by Camilo Jaimes and published by Elsevier Health Sciences. This book was released on 2024-07-01 with total page 217 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this issue of MRI Clinics, guest editors Drs. Camilo Jaime Cobos and Jungwhan J. Choi bring their considerable expertise to the topic of Fetal MRI. Top experts in the field offer a primer on this timely topic, with coverage of how to use fetal MRI, safety and quality issues, and the use of fetal MRI for individual body systems: head and neck, cardiac, gastrointestinal, genitourinary, spine, and skeletal malformations. Contains 13 relevant, practice-oriented topics including quality and safety in fetal MRI; how to perform fetal MRI; fetal cardiac MRI; fetal gastrointestinal MRI; fetal skeletal dysplasias; imaging the abnormal placenta; complicated twin pregnancies and fetoscopic interventions; and more. Provides in-depth clinical reviews on fetal 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.

Artificial Intelligence and Deep Learning in Pathology

Author : Stanley Cohen
Publisher : Elsevier Health Sciences
ISBN 13 : 0323675379
Total Pages : 290 pages
Book Rating : 4.3/5 (236 download)

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Book Synopsis Artificial Intelligence and Deep Learning in Pathology by : Stanley Cohen

Download or read book Artificial Intelligence and Deep Learning in Pathology written by Stanley Cohen and published by Elsevier Health Sciences. This book was released on 2020-06-02 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recent advances in computational algorithms, along with the advent of whole slide imaging as a platform for embedding artificial intelligence (AI), are transforming pattern recognition and image interpretation for diagnosis and prognosis. Yet most pathologists have just a passing knowledge of data mining, machine learning, and AI, and little exposure to the vast potential of these powerful new tools for medicine in general and pathology in particular. In Artificial Intelligence and Deep Learning in Pathology, Dr. Stanley Cohen covers the nuts and bolts of all aspects of machine learning, up to and including AI, bringing familiarity and understanding to pathologists at all levels of experience. Focuses heavily on applications in medicine, especially pathology, making unfamiliar material accessible and avoiding complex mathematics whenever possible. Covers digital pathology as a platform for primary diagnosis and augmentation via deep learning, whole slide imaging for 2D and 3D analysis, and general principles of image analysis and deep learning. Discusses and explains recent accomplishments such as algorithms used to diagnose skin cancer from photographs, AI-based platforms developed to identify lesions of the retina, using computer vision to interpret electrocardiograms, identifying mitoses in cancer using learning algorithms vs. signal processing algorithms, and many more.

Advances in Electrical and Computer Technologies

Author : Thangaprakash Sengodan
Publisher : Springer Nature
ISBN 13 : 9811590192
Total Pages : 1335 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Advances in Electrical and Computer Technologies by : Thangaprakash Sengodan

Download or read book Advances in Electrical and Computer Technologies written by Thangaprakash Sengodan and published by Springer Nature. This book was released on 2021-02-26 with total page 1335 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book comprises select proceedings of the International Conference on Advances in Electrical and Computer Technologies 2020 (ICAECT 2020). The papers presented in this book are peer-reviewed and cover latest research in electrical, electronics, communication and computer engineering. Topics covered include smart grids, soft computing techniques in power systems, smart energy management systems, power electronics, feedback control systems, biomedical engineering, geo informative systems, grid computing, data mining, image and signal processing, video processing, computer vision, pattern recognition, cloud computing, pervasive computing, intelligent systems, artificial intelligence, neural network and fuzzy logic, broad band communication, mobile and optical communication, network security, VLSI, embedded systems, optical networks and wireless communication. The volume can be useful for students and researchers working in the different overlapping areas of electrical, electronics and communication engineering.

Imaging in the Visual System Disorders

Author : Dehui Xiang
Publisher : Frontiers Media SA
ISBN 13 : 2889768120
Total Pages : 103 pages
Book Rating : 4.8/5 (897 download)

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Book Synopsis Imaging in the Visual System Disorders by : Dehui Xiang

Download or read book Imaging in the Visual System Disorders written by Dehui Xiang and published by Frontiers Media SA. This book was released on 2022-09-16 with total page 103 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Deep Learning In Biology And Medicine

Author : Davide Bacciu
Publisher : World Scientific
ISBN 13 : 1800610955
Total Pages : 333 pages
Book Rating : 4.8/5 (6 download)

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Book Synopsis Deep Learning In Biology And Medicine by : Davide Bacciu

Download or read book Deep Learning In Biology And Medicine written by Davide Bacciu and published by World Scientific. This book was released on 2022-01-17 with total page 333 pages. Available in PDF, EPUB and Kindle. Book excerpt: Biology, medicine and biochemistry have become data-centric fields for which Deep Learning methods are delivering groundbreaking results. Addressing high impact challenges, Deep Learning in Biology and Medicine provides an accessible and organic collection of Deep Learning essays on bioinformatics and medicine. It caters for a wide readership, ranging from machine learning practitioners and data scientists seeking methodological knowledge to address biomedical applications, to life science specialists in search of a gentle reference for advanced data analytics.With contributions from internationally renowned experts, the book covers foundational methodologies in a wide spectrum of life sciences applications, including electronic health record processing, diagnostic imaging, text processing, as well as omics-data processing. This survey of consolidated problems is complemented by a selection of advanced applications, including cheminformatics and biomedical interaction network analysis. A modern and mindful approach to the use of data-driven methodologies in the life sciences also requires careful consideration of the associated societal, ethical, legal and transparency challenges, which are covered in the concluding chapters of this book.

Proceedings of the 21st EANN (Engineering Applications of Neural Networks) 2020 Conference

Author : Lazaros Iliadis
Publisher : Springer Nature
ISBN 13 : 3030487911
Total Pages : 630 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Proceedings of the 21st EANN (Engineering Applications of Neural Networks) 2020 Conference by : Lazaros Iliadis

Download or read book Proceedings of the 21st EANN (Engineering Applications of Neural Networks) 2020 Conference written by Lazaros Iliadis and published by Springer Nature. This book was released on 2020-05-27 with total page 630 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers the proceedings of the 21st Engineering Applications of Neural Networks Conference, which is supported by the International Neural Networks Society (INNS). Artificial Intelligence (AI) has been following a unique course, characterized by alternating growth spurts and “AI winters.” Today, AI is an essential component of the fourth industrial revolution and enjoying its heyday. Further, in specific areas, AI is catching up with or even outperforming human beings. This book offers a comprehensive guide to AI in a variety of areas, concentrating on new or hybrid AI algorithmic approaches with robust applications in diverse sectors. One of the advantages of this book is that it includes robust algorithmic approaches and applications in a broad spectrum of scientific fields, namely the use of convolutional neural networks (CNNs), deep learning and LSTM in robotics/machine vision/engineering/image processing/medical systems/the environment; machine learning and meta learning applied to neurobiological modeling/optimization; state-of-the-art hybrid systems; and the algorithmic foundations of artificial neural networks.

Image Analysis and Modeling in Ophthalmology

Author : Eddie Y. K. Ng
Publisher : CRC Press
ISBN 13 : 1466559381
Total Pages : 402 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Image Analysis and Modeling in Ophthalmology by : Eddie Y. K. Ng

Download or read book Image Analysis and Modeling in Ophthalmology written by Eddie Y. K. Ng and published by CRC Press. This book was released on 2014-02-11 with total page 402 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Fetal and Neonatal Eye Pathology

Author : Robert M. Verdijk
Publisher : Springer Nature
ISBN 13 : 3030360792
Total Pages : 181 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Fetal and Neonatal Eye Pathology by : Robert M. Verdijk

Download or read book Fetal and Neonatal Eye Pathology written by Robert M. Verdijk and published by Springer Nature. This book was released on 2020-02-20 with total page 181 pages. Available in PDF, EPUB and Kindle. Book excerpt: This richly illustrated book discusses the fetal eye, offering a brief introduction to the topic and discussing its development and treatment. The high-quality reference images allow the morphological fetal age to be determined, and the authors provide examples of artifacts and real-world findings to simplify histopathological diagnosis. The book also discusses findings in fetal eyes, presenting typical examples of common malformations, including clinical and histological pictures as well as additional findings from other specialties (such as neuropathology, genetics). In addition, it covers non-specific ocular malformations. It particularly addresses documentation and interpretation of cases of suspected Shaken-Baby Syndrome, which is of forensic importance. In the context of retinopathy of prematurity, histopathological and clinical findings are correlated. The book provides reference images of fetal development and guidelines on grossing and handling fetal eyes, and also explores the complicated topic of artifacts, including case illustrations with comprehensive information concerning other specialties. Lastly it discusses clinically and forensically relevant findings in newborns. It guides ophthalmic and pediatric pathologists in the interpretation of ocular findings, helping to narrow down differential diagnoses in fetal pathology, while at the same time serving as a valuable tool for specialists who do not have a great deal of experience in the examination of fetal eyes.