This book presents a unified and up-to date introduction to ROC methodologies, covering both diagnosis (classification) and prediction. It emphasizes the practical implementation of these methods using standard statistical software such as R and S...Lasīt vairāk
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....Lasīt vairāk
The book highlights the principles of psychological assessment to help researchers and clinicians better develop, evaluate, administer, score, integrate, and interpret psychological assessments. It discusses psychometrics (reliability and validity),...Lasīt vairāk
This book explores the vast potential to deploy precise, efficient, and impactful interventions precisely when needed in a patients care journey. In a world where patients increasingly demand more from healthcare services, and the volume of availab...Lasīt vairāk
Sērija : Advances in Medical Diagnosis, Treatment, and Care
(Izdošanas datums: 26-Feb-2024, Multiple-component retail product, Izdevniecība: Medical Information Science Reference, ISBN-13: 9798369336823)
Academic scholars face the daunting challenge of keeping pace with the rapid evolution of innovative technologies. The emergence of AI-driven solutions, deep learning frameworks, and medical robotics introduces a complex terrain, demanding in-depth...Lasīt vairāk
This book presents a unified and up-to date introduction to ROC methodologies, covering both diagnosis (classification) and prediction. It emphasizes the practical implementation of these methods using standard statistical software such as R and S...Lasīt vairāk
This book focuses on the Explainable Artificial Intelligence (XAI) for healthcare, providing a broad overview of state-of-art approaches for accurate analysis and diagnosis, and encompassing computational vision processing techniques that handle com...Lasīt vairāk
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...Lasīt vairāk
This book is an attempt to collate 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 highli...Lasīt vairāk
By applying data analytics techniques and machine learning algorithms to predict disease, medical practitioners can more accurately diagnose and treat patients. However, researchers face problems in identifying suitable algorithms for pre-processing...Lasīt vairāk
Despite success with treatment when diagnosed early, breast cancer is still one of the most fatal forms of cancer for women. Imaging diagnosis is still one of the most efficient ways to detect early breast changes with mammography among the most use...Lasīt vairāk
Wellington Pinheiro dos Santos, Washington Wagner Azevedo da Silva, Maira Araujo de Santana
(Izdošanas datums: 17-Jul-2020, Hardback, Izdevniecība: Business Science Reference, ISBN-13: 9781799834564)
This book presents a review of the physiology and anatomy of the breast; the dynamics of breast cancer; principles of pattern recognition, artificial neural networks, and computer graphics; and the breast imaging techniques and computational methods...Lasīt vairāk
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 diagnosi...Lasīt vairāk
Provides innovative insights into implementing smart systems to detect neurological diseases at a faster rate than by normal means. Topics covered include artificial intelligence, data analysis, and biomedical informatics....Lasīt vairāk
Presents advanced methodological, technological, and scientific approaches related to the application of sophisticated exploitation of AI, as well as providing insight into the technologies and intelligent applications that have received growing att...Lasīt vairāk
Sērija : Advances in Medical Diagnosis, Treatment, and Care
(Izdošanas datums: 26-Oct-2018, Multiple-component retail product, Izdevniecība: Medical Information Science Reference, ISBN-13: 9781522576921)
With the development of advanced screening procedures and techniques, certain limitations of the existing screening processes for disease methodologies and paradigms have been noted. More accurate and less invasive screening methods are needed to di...Lasīt vairāk
A reference source that utilizes advanced ICT techniques to solve problems in health data collection, analysis, and interpretation, and improve health systems for the advanced screening of diseases. This book examines safer methods to accelerate dis...Lasīt vairāk
