Clinical Imaging Diagnosis

Data-Driven Techniques, Analytical Frameworks and Practical Applications

Parita Oza, Smita Agrawal, Sudeep Tanwar (Herausgeber)

Buch | Hardcover

268 Seiten

2025 | Unabridged edition
Cambridge Scholars Publishing (Verlag)
978-1-0364-5353-4 (ISBN)

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This book takes an in-depth look at the latest advancements in medical imaging and how they're transforming healthcare. This book covers a wide variety of topics, including how AI is being used for early detection of cancers like ovarian and breast cancer, and how machine learning is improving cardiac, neurological, and lung cancer diagnoses. It also explores how deep learning techniques are helping doctors classify ulcers in gastrointestinal images, predict stroke risks, and protect imaging devices from cyber threats. Additionally, the book highlights the role of Explainable AI (XAI) in making medical imaging more trustworthy. Aimed at healthcare professionals, researchers, and students, this guide provides a thorough understanding of how these emerging technologies are shaping the future of medical diagnostics and clinical practice.

Dr Parita Oza is a faculty member in the Department of Computer Science and Engineering at the Institute of Technology, Nirma University, Ahmedabad, India. She earned her PhD from Pandit Deendayal Energy University (Gandhinagar, India). Dr Smita Agrawal received an MCA degree from Gujarat Vidhyapith, India, in 2004, and a PhD degree in big data analytics from Charusat University, India, in 2019. She has been an Assistant Professor in the Computer Science and Engineering Department since 2009. Dr Sudeep Tanwar received his BTech from Kurukshetra University, India, in 2002, MTech (Hons) from Guru Gobind Singh Indraprastha University, Delhi, India, in 2009, and PhD specializing in wireless sensor networks in 2016. He is a Full Professor and Head of the Computer Science and Engineering Department at Nirma University, India. Dr Paulo Jorge Sequeira Gonçalves completed his PhD in Mechanical Engineering at the University of Lisbon, Instituto Superior Técnico, Portugal, in 2005. He also holds a Master's degree in Mechanical Engineering from 1998 and a Bachelor's degree in Mechanical Engineering from 1995, both from the same institution. He is a Senior Lecturer at the Polytechnic Institute of Castelo Branco, Portugal.

Erscheinungsdatum	04.10.2025
Verlagsort	Newcastle upon Tyne
Sprache	englisch
Maße	148 x 212 mm
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Themenwelt	Medizin / Pharmazie ► Medizinische Fachgebiete ► Radiologie / Bildgebende Verfahren
ISBN-10	1-0364-5353-7 / 1036453537
ISBN-13	978-1-0364-5353-4 / 9781036453534
Zustand	Neuware