Shulph Ink
Deep Learning and Medical Applications
Deep Learning and Medical Applications
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- More about Deep Learning and Medical Applications
Diagnostic medical imaging has advanced significantly over the past 40 years,and deep learning techniques are leading to a major paradigm shift. This book focuses on advanced topics in medical imaging modalities,including CT and ultrasound,and provides practical applications in the healthcare industry. It strikes a balance between mathematical theory,numerical practice,and clinical applications and provides in-depth insights into the latest advancements in dental cone-beam CT,fetal ultrasound,and bioimpedance.
Format: Hardback
Length: 339 pages
Publication date: 16 June 2023
Publisher: Springer Verlag, Singapore
Diagnostic medical imaging has seen remarkable advancements over the past 40 years, with significant developments in CT, MRI, and ultrasound technology. Today, the field is undergoing a major paradigm shift, driven by significant and rapid progress in deep learning techniques. This has led to the development of numerous innovative AI-based programs that aim to improve image quality and enhance clinical workflows, resulting in more efficient and accurate diagnoses.
AI advancements in medical imaging not only address existing unsolved problems but also present new and complex challenges. Solutions to these challenges can improve image quality and reveal new information that is currently obscured by noise, artifacts, or other signals. Holistic insight is crucial in solving these challenges, as it requires a thorough understanding of existing methods and unmet demands. This book focuses on advanced topics in medical imaging modalities, such as CT and ultrasound, with the aim of providing practical applications in the healthcare industry. It strikes a balance between mathematical theory, numerical practice, and clinical applications, offering comprehensive coverage from basic to advanced levels of mathematical theories, deep learning techniques, and algorithm implementation details.
Furthermore, the book provides in-depth insights into the latest advancements in dental cone-beam CT, fetal ultrasound, and bioimpedance, making it an essential resource for professionals seeking to stay up-to-date with the latest developments in the field of medical imaging.
Weight: 770g
Dimension: 235 x 155 (mm)
ISBN-13: 9789819918386
Edition number: 1st ed. 2023
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