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.

Computational Retinal Image Analysis

Author : Emanuele Trucco
Publisher : Academic Press
ISBN 13 : 0081028164
Total Pages : 504 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 2019-12-04 with total page 504 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

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.

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.

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.

Proceedings of International Conference on Computational Intelligence and Data Engineering

Author : Nabendu Chaki
Publisher : Springer
ISBN 13 : 9811364591
Total Pages : 258 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Proceedings of International Conference on Computational Intelligence and Data Engineering by : Nabendu Chaki

Download or read book Proceedings of International Conference on Computational Intelligence and Data Engineering written by Nabendu Chaki and published by Springer. This book was released on 2019-04-16 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book presents high-quality research work on cutting-edge technologies and the most-happening areas of computational intelligence and data engineering. It includes selected papers from the International Conference on Computational Intelligence and Data Engineering (ICCIDE 2018). The conference was conceived as a forum for researchers from academia and industry to present and share ideas and results and allow them to develop a comprehensive understanding of the challenges of technological advancements from different viewpoints. As such, this book helps foster strong links between academia and industry. It covers various topics, including collective intelligence, intelligent transportation systems, fuzzy systems, Bayesian network, ant colony optimization, data privacy and security, data mining, data warehousing, big data analytics, cloud computing, natural language processing, swarm intelligence, and speech processing.

Proceedings of International Conference on Data Science and Applications

Author : Mukesh Saraswat
Publisher : Springer Nature
ISBN 13 : 9811966311
Total Pages : 946 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Proceedings of International Conference on Data Science and Applications by : Mukesh Saraswat

Download or read book Proceedings of International Conference on Data Science and Applications written by Mukesh Saraswat and published by Springer Nature. This book was released on 2023-02-16 with total page 946 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers outstanding papers presented at the International Conference on Data Science and Applications (ICDSA 2022), organized by Soft Computing Research Society (SCRS) and Jadavpur University, Kolkata, India, from 26 to 27 March 2022. It covers theoretical and empirical developments in various areas of big data analytics, big data technologies, decision tree learning, wireless communication, wireless sensor networking, bioinformatics and systems, artificial neural networks, deep learning, genetic algorithms, data mining, fuzzy logic, optimization algorithms, image processing, computational intelligence in civil engineering, and creative computing.

Artificial Intelligence in Ophthalmology

Author : Andrzej Grzybowski
Publisher : Springer Nature
ISBN 13 : 3030786013
Total Pages : 280 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Artificial Intelligence in Ophthalmology by : Andrzej Grzybowski

Download or read book Artificial Intelligence in Ophthalmology written by Andrzej Grzybowski and published by Springer Nature. This book was released on 2021-10-13 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a wide-ranging overview of artificial intelligence (AI), machine learning (ML) and deep learning (DL) algorithms in ophthalmology. Expertly written chapters examine AI in age-related macular degeneration, glaucoma, retinopathy of prematurity and diabetic retinopathy screening. AI perspectives, systems and limitations are all carefully assessed throughout the book as well as the technical aspects of DL systems for retinal diseases including the application of Google DeepMind, the Singapore algorithm, and the Johns Hopkins algorithm. Artificial Intelligence in Ophthalmology meets the need for a resource that reviews the benefits and pitfalls of AI, ML and DL in ophthalmology. Ophthalmologists, optometrists, eye-care workers, neurologists, cardiologists, internal medicine specialists, AI engineers and IT specialists with an interest in how AI can help with early diagnosis and monitoring treatment in ophthalmic patients will find this book to be an indispensable guide to an evolving area of healthcare technology.

International Conference on Artificial Intelligence and Sustainable Engineering

Author : Goutam Sanyal
Publisher : Springer Nature
ISBN 13 : 9811685428
Total Pages : 555 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis International Conference on Artificial Intelligence and Sustainable Engineering by : Goutam Sanyal

Download or read book International Conference on Artificial Intelligence and Sustainable Engineering written by Goutam Sanyal and published by Springer Nature. This book was released on 2022-05-03 with total page 555 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book comprises select papers from the International Conference on Artificial Intelligence and Sustainable Engineering (AISE 2020). The volume focuses on the recent advancements in artificial intelligence and addresses how it is useful in achieving truly sustainable solutions. The key strands of this book include artificial intelligence in healthcare, IoT for modern life, security and surveillance, big data analytics, machine learning and computing, communication technologies, gesture technology, virtual intelligence, and audio & speech processing. The book addresses sustainability challenges in various computing techniques and opportunities for sustainable engineering based on AI and supporting tools such as engineering design for sustainable development using IoT/AI, smart cities: waste minimization, remanufacturing, reuse and recycling technologies using IoT/AI, industry 4.0, intelligent and smart grid systems, energy conservation using technology, green engineering/technology, robotic process automation (RPA) and water and air quality management. This book can be a valuable resource for academicians, researchers, and professionals working in AI and its applications.

Advanced Machine Vision Paradigms for Medical Image Analysis

Author : Tapan K. Gandhi
Publisher : Academic Press
ISBN 13 : 0128192968
Total Pages : 308 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Advanced Machine Vision Paradigms for Medical Image Analysis by : Tapan K. Gandhi

Download or read book Advanced Machine Vision Paradigms for Medical Image Analysis written by Tapan K. Gandhi and published by Academic Press. This book was released on 2020-08-11 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computer vision and machine intelligence paradigms are prominent in the domain of medical image applications, including computer assisted diagnosis, image guided radiation therapy, landmark detection, imaging genomics, and brain connectomics. Medical image analysis and understanding are daunting tasks owing to the massive influx of multi-modal medical image data generated during routine clinal practice. Advanced computer vision and machine intelligence approaches have been employed in recent years in the field of image processing and computer vision. However, due to the unstructured nature of medical imaging data and the volume of data produced during routine clinical processes, the applicability of these meta-heuristic algorithms remains to be investigated. Advanced Machine Vision Paradigms for Medical Image Analysis presents an overview of how medical imaging data can be analyzed to provide better diagnosis and treatment of disease. Computer vision techniques can explore texture, shape, contour and prior knowledge along with contextual information, from image sequence and 3D/4D information which helps with better human understanding. Many powerful tools have been developed through image segmentation, machine learning, pattern classification, tracking, and reconstruction to surface much needed quantitative information not easily available through the analysis of trained human specialists. The aim of the book is for medical imaging professionals to acquire and interpret the data, and for computer vision professionals to learn how to provide enhanced medical information by using computer vision techniques. The ultimate objective is to benefit patients without adding to already high healthcare costs. Explores major emerging trends in technology which are supporting the current advancement of medical image analysis with the help of computational intelligence Highlights the advancement of conventional approaches in the field of medical image processing Investigates novel techniques and reviews the state-of-the-art in the areas of machine learning, computer vision, soft computing techniques, as well as their applications in medical image analysis

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

Author : Andrew Melbourne
Publisher :
ISBN 13 : 9783030008086
Total Pages : 180 pages
Book Rating : 4.0/5 (8 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 . This book was released on 2018 with total page 180 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.

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.

Artificial Intelligence Applications in Chronic Ocular Diseases

Author : Wei Chi
Publisher : Frontiers Media SA
ISBN 13 : 2832548393
Total Pages : 365 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Artificial Intelligence Applications in Chronic Ocular Diseases by : Wei Chi

Download or read book Artificial Intelligence Applications in Chronic Ocular Diseases written by Wei Chi and published by Frontiers Media SA. This book was released on 2024-04-23 with total page 365 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the acceleration of urbanization and aging processes, chronic ocular diseases have become a critical threat to the vision health of the global population . Chronic ocular diseases include a series of disorders and conditions that involve long-term defects in both anterior and posterior segments of the eye, such as cataract, glaucoma, keratoconus (KC), diabetic retinopathy (DR), and age-related macular degeneration (AMD). However, it is still challenging to understand the mechanisms of these diseases and to discover new and reliable biomarkers to identify the diseases and their severities. Moreover, conventional methods in clinical societies are not as effective or efficient as expected, especially in the era of artificial intelligence.

Fetal and Neonatal Eye Pathology

Author : Robert M. Verdijk
Publisher :
ISBN 13 : 9783030360801
Total Pages : 177 pages
Book Rating : 4.3/5 (68 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 . This book was released on 2020 with total page 177 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.