Artificial Intelligence in Modern Healthcare System

The book explores advancements in medical system design through the use of recent technologies, particularly artificial intelligence. It analyzes the accuracy of predictions suitable for real-time deployment of these methodologies. The text covers a wide range of prediction and segmentation algorithms based on machine learning and deep learning techniques. These approaches are applied in the analysis of critical diseases, such as mental disorders, diabetic retinopathy, cardiovascular disorders, breast cancer, and many others.

Sommario

Introduction to AI in Medical Systems.- Background and research orientation of AI techniques in Medical Imaging.- Benchmark datasets for analysis in Medical System.- AI for diagnosis of mental illness and neurological disorders.

Info autore

Ashish Kumar is Assistant Professor in the Department of History, Panjab University, Chandigarh (India). His area of specialization is ancient and early medieval history of India with a special interest in the history of political processes and connected economic and religious developments.

Riassunto

The book explores advancements in medical system design through the use of recent technologies, particularly artificial intelligence. It analyzes the accuracy of predictions suitable for real-time deployment of these methodologies. The text covers a wide range of prediction and segmentation algorithms based on machine learning and deep learning techniques. These approaches are applied in the analysis of critical diseases, such as mental disorders, diabetic retinopathy, cardiovascular disorders, breast cancer, and many others.

Dettagli sul prodotto

• Autori: Ashish Kumar, Divya Singh
• Editore: Springer, Berlin
• Lingue: Inglese
• Formato: Copertina rigida
• Pubblicazione: 11.10.2025
• EAN: 9789819667024
• ISBN: 978-981-9667-02-4
• Pagine: 376
• Illustrazioni: XXI, 376 p. 27 illus., 25 illus. in color.
• Serie: Transactions on Computer Systems and Networks
• Categorie: Scienze naturali, medicina, informatica, tecnica > Informatica, EDP > Informatica; Artificial Intelligence, Healthcare, Biomedizinische Technik, Smart Devices, Medical and Health Technologies, Segmentation, Prediction, AI techniques in Medical Imaging, AI in Medical Systems, High-risk surgeries, AI in Brain Tumor Prediction, AI for Diagnosis, Datasets for Analysis in Medical System, AI for Predicting Diabetic Retinopathy