Disruptive Trends in Computer Aided Diagnosis

Disruptive Trends in Computer Aided Diagnosis collates novel techniques and methodologies in the domain of content based image classification and deep learning/machine learning techniques to design efficient computer aided diagnosis architecture. It is aimed to highlight new challenges and probable solutions in the domain of computer aided diagnosis to leverage balancing of sustainable ecology. The volume focuses on designing efficient algorithms for proposing CAD systems to mitigate the challenges of critical illnesses at an early stage. State-of-the-art novel methods are explored for envisaging automated diagnosis systems thereby overriding the limitations due to lack of training data, sample annotation, region of interest identification, proper segmentation and so on. The assorted techniques addresses the challenges encountered in existing systems thereby facilitating accurate patient healthcare and diagnosis. Features: An integrated interdisciplinary approach to address complex computer aided diagnosis problems and limitations. Elucidates a rich summary of the state-of-the-art tools and techniques related to automated detection and diagnosis of life threatening diseases including pandemics. Machine learning and deep learning methodologies on evolving accurate and precise early detection and medical diagnosis systems. Information presented in an accessible way for students, researchers and medical practitioners. The volume would come to the benefit of both post-graduate students and aspiring researchers in the field of medical informatics, computer science and electronics and communication engineering. In addition, the volume is also intended to serve as a guiding factor for the medical practitioners and radiologists in accurate diagnosis of diseases.

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  • Author : Rik Das
  • Publisher : CRC Press
  • Pages : 218 pages
  • ISBN : 1000414698
  • Rating : 4/5 from 21 reviews
CLICK HERE TO GET THIS BOOKDisruptive Trends in Computer Aided Diagnosis

Disruptive Trends in Computer Aided Diagnosis

Disruptive Trends in Computer Aided Diagnosis
  • Author : Rik Das,Sudarshan Nandy,Siddhartha Bhattacharyya
  • Publisher : CRC Press
  • Release : 29 September 2021
GET THIS BOOKDisruptive Trends in Computer Aided Diagnosis

Disruptive Trends in Computer Aided Diagnosis collates novel techniques and methodologies in the domain of content based image classification and deep learning/machine learning techniques to design efficient computer aided diagnosis architecture. It is aimed to highlight new challenges and probable solutions in the domain of computer aided diagnosis to leverage balancing of sustainable ecology. The volume focuses on designing efficient algorithms for proposing CAD systems to mitigate the challenges of critical illnesses at an early stage. State-of-the-art novel methods

Diabetes and Cardiovascular Disease

Diabetes and Cardiovascular Disease
  • Author : Ayman S. El-Baz,Jasjit S. Suri
  • Publisher : Elsevier
  • Release : 23 March 2021
GET THIS BOOKDiabetes and Cardiovascular Disease

Computer-Assisted Diagnosis: Diabetes and Cardiovascular Disease brings together multifaceted information on research and clinical applications from an academic, clinical, bioengineering and bioinformatics perspective. The editors provide a stellar, diverse list of authors to explore this interesting field. Academic researchers, bioengineers, new investigators and students interested in diabetes and heart disease need an authoritative reference to reduce the amount of time spent on source-searching so they can spend more time on actual research and clinical application. This reference accomplishes this with

Lung Imaging and Computer Aided Diagnosis

Lung Imaging and Computer Aided Diagnosis
  • Author : Ayman El-Baz,Jasjit S. Suri
  • Publisher : CRC Press
  • Release : 23 August 2011
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

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 : 16 May 2022
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 : 23 November 2017
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 : 17 March 2015
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

Computer-Aided Glaucoma Diagnosis System

Computer-Aided Glaucoma Diagnosis System
  • Author : Arwa Ahmed Gasm Elseid,Alnazier Osman Mohammed Hamza
  • Publisher : CRC Press
  • Release : 14 May 2020
GET THIS BOOKComputer-Aided Glaucoma Diagnosis System

Glaucoma is the second leading cause of blindness globally. Early detection and treatment can prevent its progression to avoid total blindness. This book discusses and reviews current approaches for detection and examines new approaches for diagnosing glaucoma using CAD system. Computer-Aided Glaucoma Diagnosis System, Chapter 1 provides a brief introduction of the disease and current methodology used to diagnose it today. Chapter 2 presents a review of the medical background of the disease, followed by a theoretical and mathematical background used in

Handbook of Medical Imaging

Handbook of Medical Imaging
  • Author : Anonim
  • Publisher : Academic Press
  • Release : 09 October 2000
GET THIS BOOKHandbook of Medical Imaging

In recent years, the remarkable advances in medical imaging instruments have increased their use considerably for diagnostics as well as planning and follow-up of treatment. Emerging from the fields of radiology, medical physics and engineering, medical imaging no longer simply deals with the technology and interpretation of radiographic images. The limitless possibilities presented by computer science and technology, coupled with engineering advances in signal processing, optics and nuclear medicine have created the vastly expanded field of medical imaging. The Handbook

Diabetes and Fundus OCT

Diabetes and Fundus OCT
  • Author : Ayman S. El-Baz,Jasjit S. Suri
  • Publisher : Elsevier
  • Release : 17 April 2020
GET THIS BOOKDiabetes and Fundus OCT

Diabetes and Fundus OCT brings together a stellar cast of authors who review the computer-aided diagnostic (CAD) systems developed to diagnose non-proliferative diabetic retinopathy in an automated fashion using Fundus and OCTA images. Academic researchers, bioengineers, new investigators and students interested in diabetes and retinopathy need an authoritative reference to bring this multidisciplinary field together to help reduce the amount of time spent on source-searching and instead focus on actual research and the clinical application. This reference depicts the current

Diabetes and Retinopathy

Diabetes and Retinopathy
  • Author : Ayman S. El-Baz,Jasjit S. Suri
  • Publisher : Elsevier
  • Release : 12 May 2020
GET THIS BOOKDiabetes and Retinopathy

Diabetes and Retinopathy brings together the multifaceted information about the research and clinical application from academic, clinical, bioengineering and bioinformatics perspectives. The editors bring together a stellar cast of authors to pull together this diverse and interesting field. Academic researchers, bioengineers, new investigators and students interested in diabetes and retinopathy need an authoritative reference to bring this multidisciplinary field together to reduce the amount of time spent on source-searching and more time on actual research and the clinical application. This

Computer-aided Technologies

Computer-aided Technologies
  • Author : Razvan Udroiu
  • Publisher : BoD – Books on Demand
  • Release : 07 December 2016
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

Classification Techniques for Medical Image Analysis and Computer Aided Diagnosis

Classification Techniques for Medical Image Analysis and Computer Aided Diagnosis
  • Author : Nilanjan Dey
  • Publisher : Academic Press
  • Release : 31 July 2019
GET THIS BOOKClassification Techniques for Medical Image Analysis and Computer Aided Diagnosis

Classification Techniques for Medical Image Analysis and Computer Aided Diagnosis covers the most current advances on how to apply classification techniques to a wide variety of clinical applications that are appropriate for researchers and biomedical engineers in the areas of machine learning, deep learning, data analysis, data management and computer-aided diagnosis (CAD) systems design. The book covers several complex image classification problems using pattern recognition methods, including Artificial Neural Networks (ANN), Support Vector Machines (SVM), Bayesian Networks (BN) and deep

Medical Imaging and Computer-Aided Diagnosis

Medical Imaging and Computer-Aided Diagnosis
  • Author : Ruidan Su,Han Liu
  • Publisher : Springer Nature
  • Release : 02 July 2020
GET THIS BOOKMedical Imaging and Computer-Aided Diagnosis

This book covers virtually all aspects of image formation in medical imaging, including systems based on ionizing radiation (x-rays, gamma rays) and non-ionizing techniques (ultrasound, optical, thermal, magnetic resonance, and magnetic particle imaging) alike. In addition, it discusses the development and application of computer-aided detection and diagnosis (CAD) systems in medical imaging. Given its coverage, the book provides both a forum and valuable resource for researchers involved in image formation, experimental methods, image performance, segmentation, pattern recognition, feature extraction, classifier

Caplan's Stroke

Caplan's Stroke
  • Author : Louis R. Caplan
  • Publisher : Cambridge University Press
  • Release : 08 September 2016
GET THIS BOOKCaplan's Stroke

This market-leading guide covers all aspects of cerebrovascular disease, stroke syndromes, causes, prevention, evaluation and management.