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Automated Detection Of Cephalometric Landmarks Using Deep Neural Patchworks
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Book Synopsis Automated Detection of Cephalometric Landmarks Using Deep Neural Patchworks by : Julia Vera Weingart
Download or read book Automated Detection of Cephalometric Landmarks Using Deep Neural Patchworks written by Julia Vera Weingart and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Abstract: Objectives This study evaluated the accuracy of deep neural patchworks (DNPs), a deep learning-based segmentation framework, for automated identification of 60 cephalometric landmarks (bone-, soft tissue- and tooth-landmarks) on CT scans. The aim was to determine whether DNP could be used for routine three-dimensional cephalometric analysis in diagnostics and treatment planning in orthognathic surgery and orthodontics. Methods: Full skull CT scans of 30 adult patients (18 female, 12 male, mean age 35.6 years) were randomly divided into a training and test data set (each n = 15). Clinician A annotated 60 landmarks in all 30 CT scans. Clinician B annotated 60 landmarks in the test data set only. The DNP was trained using spherical segmentations of the adjacent tissue for each landmark. Automated landmark predictions in the separate test data set were created by calculating the center of mass of the predictions. The accuracy of the method was evaluated by comparing these annotations to the manual annotations. Results: The DNP was successfully trained to identify all 60 landmarks. The mean error of our method was 1.94 mm (SD 1.45 mm) compared to a mean error of 1.32 mm (SD 1.08 mm) for manual annotations. The minimum error was found for landmarks ANS 1.11 mm, SN 1.2 mm, and CP_R 1.25 mm. Conclusion: The DNP-algorithm was able to accurately identify cephalometric landmarks with mean errors
Book Synopsis Advances in Periodontal Surgery by : Salvador Nares
Download or read book Advances in Periodontal Surgery written by Salvador Nares and published by Springer. This book was released on 2019-05-01 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes practical, contemporary, and evidence-based surgical approaches for the treatment of diseases and conditions affecting the periodontium, including advanced forms of periodontal disease, gingival recession, and complex cases requiring interdisciplinary management. The book opens by identifying key considerations in periodontal surgery, for example with regard to diagnosis and prognosis, and by presenting decision trees that will be useful in daily practice. Cutting-edge resection and regeneration techniques for the treatment of periodontitis and mucogingival surgical procedures for the management of soft tissue deficiencies are then described and illustrated in detail, highlighting important tips and tricks as well as potential difficulties and complications. The final part of the book is devoted to interdisciplinary care, which is of key importance when periodontal surgery is indicated in the management of cases requiring orthodontic, endodontic, and restorative therapy. Advances in Periodontal Surgery will be of value for practitioners at all levels of experience as well as for students entering the field.
Book Synopsis Words to Rhyme with by : Willard R. Espy
Download or read book Words to Rhyme with written by Willard R. Espy and published by Checkmark Books. This book was released on 2001 with total page 692 pages. Available in PDF, EPUB and Kindle. Book excerpt: An easy-to-use dictionary of over 80,000 rhyming words.
Download or read book Orthodontics written by Thomas M. Graber and published by . This book was released on 1994 with total page 986 pages. Available in PDF, EPUB and Kindle. Book excerpt: This second edition has been rewritten to reflect changes in the field. Concentrating on the most current concepts and best treatment methods in modern orthodontics, it provides an overview of diagnosis and treatment planning, followed by descriptions of orthodontic techniques.
Download or read book Antifascisms written by David Ward and published by Fairleigh Dickinson Univ Press. This book was released on 1996 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is an in-depth analysis of three of the most crucial years in twentieth-century Italian history, the years 1943-46. After more than two decades of a Fascist regime and a disastrous war experience during which Italy changed sides, these years saw the laying of the political and cultural foundations for what has since become known as Italy's First Republic. Drawing on texts from the literature, film, journalism, and political debate of the period, Antifascisms offers a thorough survey of the personalities and positions that informed the decisions taken in this crucial phase of modern Italian history.
Book Synopsis Radiographic Cephalometry by : Alexander Jacobson
Download or read book Radiographic Cephalometry written by Alexander Jacobson and published by Quintessence Publishing (IL). This book was released on 2006 with total page 326 pages. Available in PDF, EPUB and Kindle. Book excerpt: Accompanying CD-ROM contains ... "an 'average' template and larger and smaller 'normal' templates ... Also provided are instructions for the digital application of the templates to accommodate skulls of all sizes."--Page ix.
Book Synopsis Building Data Science Teams by : DJ Patil
Download or read book Building Data Science Teams written by DJ Patil and published by "O'Reilly Media, Inc.". This book was released on 2011-09-15 with total page 14 pages. Available in PDF, EPUB and Kindle. Book excerpt: As data science evolves to become a business necessity, the importance of assembling a strong and innovative data teams grows. In this in-depth report, data scientist DJ Patil explains the skills, perspectives, tools and processes that position data science teams for success. Topics include: What it means to be "data driven." The unique roles of data scientists. The four essential qualities of data scientists. Patil's first-hand experience building the LinkedIn data science team.
Download or read book Data Jujitsu written by D. J. Patil and published by "O'Reilly Media, Inc.". This book was released on 2012 with total page 26 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis The Indians of Los Angeles County by : Hugo Reid
Download or read book The Indians of Los Angeles County written by Hugo Reid and published by . This book was released on 1926 with total page 90 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Link Mining: Models, Algorithms, and Applications by : Philip S. Yu
Download or read book Link Mining: Models, Algorithms, and Applications written by Philip S. Yu and published by Springer Science & Business Media. This book was released on 2010-09-16 with total page 580 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers detailed surveys and systematic discussion of models, algorithms and applications for link mining, focusing on theory and technique, and related applications: text mining, social network analysis, collaborative filtering and bioinformatics.
Book Synopsis Education in Parapsychology by : Harvey Irwin
Download or read book Education in Parapsychology written by Harvey Irwin and published by . This book was released on 2013 with total page 103 pages. Available in PDF, EPUB and Kindle. Book excerpt: This monograph addresses the provision of educational experiences in the field of parapsychology and is designed to meet the needs of both students and instructors.
Book Synopsis Alphaherpesviruses by : Sandra Knowles Weller
Download or read book Alphaherpesviruses written by Sandra Knowles Weller and published by Caister Academic Press Limited. This book was released on 2011 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Alphaherpesviruses are a fascinating group of DNA viruses that includes important human pathogens such as herpes simplex virus type 1 (HSV-1), HSV-2, and varicella-zoster virus (VZV): the causative agents of cold sores, genital ulcerous disease, and chickenpox/shingles, respectively. A key attribute of these viruses is their ability to establish lifelong latent infection in the peripheral nervous system of the host. Such persistence requires subversion of the host's immune system and intrinsic antiviral defense mechanisms. Understanding the mechanisms of the immune evasion and what triggers viral reactivation is a major challenge for today's researchers. This has prompted enormous research efforts into understanding the molecular and cellular biology of these viruses. This up-to-date and comprehensive volume aims to distill the most important research in this area providing a timely overview of the field. Topics covered include: transcriptional regulation, DNA replication, translational control, virus entry and capsid assembly, the role of microRNAs in infection and oncolytic vectors for cancer therapy. In addition there is coverage of virus-host interactions, including apoptosis, subversion of host protein quality control and DNA damage response pathways, autophagy, establishment and reactivation from latency, interferon responses, immunity and vaccine development. Essential reading for everyone working with alphaherpesviruses and of interest to all virologists working on latent infections.
Book Synopsis Orthodontic Cephalometry by : Athanasios E. Athanasiou
Download or read book Orthodontic Cephalometry written by Athanasios E. Athanasiou and published by Mosby. This book was released on 1995 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Describes the theoretical basis of cephalometric radiography, methodology, limitations and sources or error, using radiographs and line diagrams. Orofacial anatomy and pathology, clinical applications and possible complications are also covered by the text, and case histories are presented.
Download or read book Crossword Solver written by Anne Stibbs and published by Bloomsbury Pub Limited. This book was released on 2000 with total page 423 pages. Available in PDF, EPUB and Kindle. Book excerpt: An aid to solving crosswords. It contains over 100,000 potential solutions, including plurals, comparative and superlative adjectives, and inflections of verbs. The list extends to first names, place names and technical terms, euphemisms and compound expressions, as well as abbreviations.
Book Synopsis Sisters, Super-Creeps and Slushy, Gushy Love Songs by : Karen McCombie
Download or read book Sisters, Super-Creeps and Slushy, Gushy Love Songs written by Karen McCombie and published by . This book was released on 2011 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: Ally knows her super-efficient big sis Linn finds their chaotic family a bit ... exasperating. But when Linn falls for Q, the tearaway lead singer in a local band, all her sensible ways go out of the window. Everyone else can see that Q's a creep, but does Ally have the courage to burst Linn's heart-shaped bubble?
Book Synopsis Flavor and Aroma Analysis as a Tool for Quality Control of Foods by : Ángel Calín-Sánchez
Download or read book Flavor and Aroma Analysis as a Tool for Quality Control of Foods written by Ángel Calín-Sánchez and published by Mdpi AG. This book was released on 2021-10-31 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: Food quality constitutes the main concern of regular consumers with regard to sensory quality and economic factors. Farmers and manufacturers have made great efforts to learn about consumers' considerations; however, the requirements in terms of production optimization due to environmental deficiencies and energy saving still benefit from science and innovation. Accordingly, and within the idea and objective of bringing together original studies dealing with the aroma profile and sensory quality of foods, we present this Special Issue on "Flavor and Aroma Analysis as a Tool for the Quality Control of Foods". From the twelve published papers, four main research topics were covered: (i) the effect of agricultural practices, (ii) the effect of different processing and conditions, (iii) the characterization of foods and (iv) consumer perception and acceptability.
Book Synopsis A First Course in Database Systems by : Jeffrey D. Ullman
Download or read book A First Course in Database Systems written by Jeffrey D. Ullman and published by Pearson Higher Ed. This book was released on 2013-08-29 with total page 516 pages. Available in PDF, EPUB and Kindle. Book excerpt: For Database Systems and Database Design and Application courses offered at the junior, senior, and graduate levels in Computer Science departments. Written by well-known computer scientists, this accessible and succinct introduction to database systems focuses on database design and use. The authors provide in-depth coverage of databases from the point of view of the database designer, user, and application programmer, leaving implementation for later courses. It is the first database systems text to cover such topics as UML, algorithms for manipulating dependencies in relations, extended relational algebra, PHP, 3-tier architectures, data cubes, XML, XPATH, XQuery, XSLT. The full text downloaded to your computer With eBooks you can: search for key concepts, words and phrases make highlights and notes as you study share your notes with friends eBooks are downloaded to your computer and accessible either offline through the Bookshelf (available as a free download), available online and also via the iPad and Android apps. Upon purchase, you'll gain instant access to this eBook. Time limit The eBooks products do not have an expiry date. You will continue to access your digital ebook products whilst you have your Bookshelf installed.
