Machine Learning in Computer Aided Diagnosis Medical Imaging Intelligence and Analysis

Book Machine Learning in Computer Aided Diagnosis  Medical Imaging Intelligence and Analysis Cover

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  • Publisher : IGI Global
  • Release : 31 January 2012
  • ISBN : 9781466600607
  • Page : 524 pages
  • Rating : 4.5/5 from 103 voters

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"This book provides a comprehensive overview of machine learning research and technology in medical decision-making based on medical images"--Provided by publisher.

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Machine Learning in Computer-Aided Diagnosis: Medical Imaging Intelligence and Analysis

Machine Learning in Computer-Aided Diagnosis: Medical Imaging Intelligence and Analysis
  • Author : Suzuki, Kenji
  • Publisher : IGI Global
  • Release Date : 2012-01-31
  • ISBN : 9781466600607
GET THIS BOOKMachine Learning in Computer-Aided Diagnosis: Medical Imaging Intelligence and Analysis

"This book provides a comprehensive overview of machine learning research and technology in medical decision-making based on medical images"--Provided by publisher.

Computer Aided Intervention and Diagnostics in Clinical and Medical Images

Computer Aided Intervention and Diagnostics in Clinical and Medical Images
  • Author : J. Dinesh Peter,Steven Lawrence Fernandes,Carlos Eduardo Thomaz,Serestina Viriri
  • Publisher : Springer
  • Release Date : 2019-01-01
  • ISBN : 9783030040611
GET THIS BOOKComputer Aided Intervention and Diagnostics in Clinical and Medical Images

This book is a compendium of the ICCMIA 2018 proceedings, which provides an ideal reference for all medical imaging researchers and professionals to explore innovative methods and analyses on imaging technologies for better prospective patient care. This work serves as an exclusive source for new computer assisted clinical and medical developments in imaging diagnosis, intervention and analysis. It includes articles on computer assisted medical scanning techniques, computer-aided diagnosis, robotic surgery and imaging, imaging genomics, clinically-oriented imaging physics and informatics, augmented-reality medical

A Systematic Survey of Computer-Aided Diagnosis in Medicine: Past and Present Developments

A Systematic Survey of Computer-Aided Diagnosis in Medicine: Past and Present Developments
  • Author : Juri Yanase,Evangelos Triantaphyllou
  • Publisher : Infinite Study
  • Release Date : 2023-02-01
  • ISBN : 0987654321XXX
GET THIS BOOKA Systematic Survey of Computer-Aided Diagnosis in Medicine: Past and Present Developments

Computer-aided diagnosis (CAD) in medicine is the result of a large amount of effort expended in the interface of medicine and computer science. As some CAD systems in medicine try to emulate the diagnostic decision-making process of medical experts, they can be considered as expert systems in medicine.

Medical Image Analysis and Informatics

Medical Image Analysis and Informatics
  • Author : Paulo Mazzoncini de Azevedo-Marques,Arianna Mencattini,Marcello Salmeri,Rangaraj M. Rangayyan
  • Publisher : CRC Press
  • Release Date : 2017-11-23
  • ISBN : 9781498753203
GET THIS BOOKMedical Image Analysis and Informatics

With the development of rapidly increasing medical imaging modalities and their applications, the need for computers and computing in image generation, processing, visualization, archival, transmission, modeling, and analysis has grown substantially. Computers are being integrated into almost every medical imaging system. Medical Image Analysis and Informatics demonstrates how quantitative analysis becomes possible by the application of computational procedures to medical images. Furthermore, it shows how quantitative and objective analysis facilitated by medical image informatics, CBIR, and CAD could lead to

Computer-Aided Detection and Diagnosis in Medical Imaging

Computer-Aided Detection and Diagnosis in Medical Imaging
  • Author : Qiang Li,Robert M. Nishikawa
  • Publisher : Taylor & Francis
  • Release Date : 2015-03-17
  • ISBN : 9781439871775
GET THIS BOOKComputer-Aided Detection and Diagnosis in Medical Imaging

Improve the Accurate Detection and Diagnosis of Cancer and Other Diseases Despite the expansion of the CAD field in recent decades, there is currently no single book dedicated to the development and use of CAD systems. Filling this need, Computer-Aided Detection and Diagnosis in Medical Imaging covers the major technical advances and methodologies shaping the development and clinical utility of CAD systems in breast imaging, chest imaging, abdominal imaging, and other emerging applications. After a historical overview of CAD, the

Lung Imaging and Computer Aided Diagnosis

Lung Imaging and Computer Aided Diagnosis
  • Author : Ayman El-Baz,Jasjit S. Suri
  • Publisher : CRC Press
  • Release Date : 2011-08-23
  • ISBN : 9781439845578
GET THIS BOOKLung Imaging and Computer Aided Diagnosis

Lung cancer remains the leading cause of cancer-related deaths worldwide. Early diagnosis can improve the effectiveness of treatment and increase a patient’s chances of survival. Thus, there is an urgent need for new technology to diagnose small, malignant lung nodules early as well as large nodules located away from large diameter airways because the current technology—namely, needle biopsy and bronchoscopy—fail to diagnose those cases. However, the analysis of small, indeterminate lung masses is fraught with many technical

Computer-aided Technologies

Computer-aided Technologies
  • Author : Razvan Udroiu
  • Publisher : BoD – Books on Demand
  • Release Date : 2016-12-07
  • ISBN : 9789535127871
GET THIS BOOKComputer-aided Technologies

The aim of this book is to present the latest applications, trends, and developments of computer-aided technologies (CAx). Computer-aided technologies are the core of product lifecycle management (PLM) and human lifecycle management (HUM). This book has seven chapters, organized in two sections: "Computer-Aided Technologies in Engineering" and "Computer-Aided Technologies in Medicine." The first section treats the different aspects of PLM, including design, simulations and analysis, manufacturing, production planning, and quality assurance. In the second part of the book are presented

Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015

Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015
  • Author : Nassir Navab,Joachim Hornegger,William M. Wells,Alejandro Frangi
  • Publisher : Springer
  • Release Date : 2015-09-28
  • ISBN : 9783319245713
GET THIS BOOKMedical Image Computing and Computer-Assisted Intervention -- MICCAI 2015

The three-volume set LNCS 9349, 9350, and 9351 constitutes the refereed proceedings of the 18th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2015, held in Munich, Germany, in October 2015. Based on rigorous peer reviews, the program committee carefully selected 263 revised papers from 810 submissions for presentation in three volumes. The papers have been organized in the following topical sections: quantitative image analysis I: segmentation and measurement; computer-aided diagnosis: machine learning; computer-aided diagnosis: automation; quantitative image analysis II: classification, detection, features, and morphology;

Handbook of Medical Image Computing and Computer Assisted Intervention

Handbook of Medical Image Computing and Computer Assisted Intervention
  • Author : Kevin Zhou,Daniel Rueckert,Gabor Fichtinger
  • Publisher : Academic Press
  • Release Date : 2019-10-18
  • ISBN : 9780128165867
GET THIS BOOKHandbook of Medical Image Computing and Computer Assisted Intervention

Handbook of Medical Image Computing and Computer Assisted Intervention presents important advanced methods and state-of-the art research in medical image computing and computer assisted intervention, providing a comprehensive reference on current technical approaches and solutions, while also offering proven algorithms for a variety of essential medical imaging applications. This book is written primarily for university researchers, graduate students and professional practitioners (assuming an elementary level of linear algebra, probability and statistics, and signal processing) working on medical image computing and

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2015

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2015
  • Author : Nassir Navab,Joachim Hornegger,William M. Wells,Alejandro Frangi
  • Publisher : Springer
  • Release Date : 2015-09-28
  • ISBN : 9783319245744
GET THIS BOOKMedical Image Computing and Computer-Assisted Intervention – MICCAI 2015

The three-volume set LNCS 9349, 9350, and 9351 constitutes the refereed proceedings of the 18th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2015, held in Munich, Germany, in October 2015. Based on rigorous peer reviews, the program committee carefully selected 263 revised papers from 810 submissions for presentation in three volumes. The papers have been organized in the following topical sections: quantitative image analysis I: segmentation and measurement; computer-aided diagnosis: machine learning; computer-aided diagnosis: automation; quantitative image analysis II: classification, detection, features, and morphology;

Computing and Visualization for Intravascular Imaging and Computer-Assisted Stenting

Computing and Visualization for Intravascular Imaging and Computer-Assisted Stenting
  • Author : Simone Balocco,Maria A. Zuluaga,Guillaume Zahnd,Su-Lin Lee,Stefanie Demirci
  • Publisher : Academic Press
  • Release Date : 2016-12-12
  • ISBN : 9780128110195
GET THIS BOOKComputing and Visualization for Intravascular Imaging and Computer-Assisted Stenting

Computing and Visualization for Intravascular Imaging and Computer-Assisted Stenting presents imaging, treatment, and computed assisted technological techniques for diagnostic and intraoperative vascular imaging and stenting. These techniques offer increasingly useful information on vascular anatomy and function, and are poised to have a dramatic impact on the diagnosis, analysis, modeling, and treatment of vascular diseases. After setting out the technical and clinical challenges of vascular imaging and stenting, the book gives a concise overview of the basics before presenting state-of-the-art methods

Smart Healthcare Systems

Smart Healthcare Systems
  • Author : Adwitiya Sinha,Megha Rathi
  • Publisher : CRC Press
  • Release Date : 2019-07-24
  • ISBN : 9780429670282
GET THIS BOOKSmart Healthcare Systems

About the Book The book provides details of applying intelligent mining techniques for extracting and pre-processing medical data from various sources, for application-based healthcare research. Moreover, different datasets are used, thereby exploring real-world case studies related to medical informatics. This book would provide insight to the learners about Machine Learning, Data Analytics, and Sustainable Computing. Salient Features of the Book Exhaustive coverage of Data Analysis using R Real-life healthcare models for: Visually Impaired Disease Diagnosis and Treatment options Applications of

Advances in Computerized Analysis in Clinical and Medical Imaging

Advances in Computerized Analysis in Clinical and Medical Imaging
  • Author : J Dinesh Peter,Steven Lawrence Fernandes,Carlos Eduardo Thomaz
  • Publisher : CRC Press
  • Release Date : 2019-10-28
  • ISBN : 9780429820496
GET THIS BOOKAdvances in Computerized Analysis in Clinical and Medical Imaging

Advances in Computerized Analysis in Clinical and Medical Imaging book is devoted for spreading of knowledge through the publication of scholarly research, primarily in the fields of clinical & medical imaging. The types of chapters consented include those that cover the development and implementation of algorithms and strategies based on the use of geometrical, statistical, physical, functional to solve the following types of problems, using medical image datasets: visualization, feature extraction, segmentation, image-guided surgery, representation of pictorial data, statistical shape analysis,

Medical Image Computing and Computer Assisted Intervention – MICCAI 2021

Medical Image Computing and Computer Assisted Intervention – MICCAI 2021
  • Author : Marleen de Bruijne,Philippe C. Cattin,Stéphane Cotin,Nicolas Padoy,Stefanie Speidel,Yefeng Zheng,Caroline Essert
  • Publisher : Springer Nature
  • Release Date : 2021-09-22
  • ISBN : 9783030871932
GET THIS BOOKMedical Image Computing and Computer Assisted Intervention – MICCAI 2021

The eight-volume set LNCS 12901, 12902, 12903, 12904, 12905, 12906, 12907, and 12908 constitutes the refereed proceedings of the 24th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2021, held in Strasbourg, France, in September/October 2021.* The 531 revised full papers presented were carefully reviewed and selected from 1630 submissions in a double-blind review process. The papers are organized in the following topical sections: Part I: image segmentation Part II: machine learning - self-supervised learning; machine learning - semi-supervised learning; and machine learning - weakly supervised learning Part III:

Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2009

Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2009
  • Author : Guang-Zhong Yang,David J. Hawkes,Daniel Rueckert,Alison Noble,Chris Taylor
  • Publisher : Springer Science & Business Media
  • Release Date : 2009-09-07
  • ISBN : 9783642042706
GET THIS BOOKMedical Image Computing and Computer-Assisted Intervention -- MICCAI 2009

The two-volume set LNCS 5761 and LNCS 5762 constitute the refereed proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2009, held in London, UK, in September 2009. Based on rigorous peer reviews, the program committee carefully selected 259 revised papers from 804 submissions for presentation in two volumes. The first volume includes 125 papers divided in topical sections on cardiovascular image guided intervention and robotics; surgical navigation and tissue interaction; intra-operative imaging and endoscopic navigation; motion modeling and image formation; image