Artificial Intelligence in Image-Based Screening, Diagnostics, and Clinical Care (Hardcover)
Sameer Antani
ISBN 10: 3725835012 ISBN 13: 9783725835010
Editore: Mdpi AG, 2025
Nuovi
Hardcover
Da
CitiRetail, Stevenage, Regno Unito
Valutazione del venditore 5 su 5 stelle
Venditore AbeBooks dal 29 giugno 2022
Questo articolo specifico non è più disponibile.
Riguardo questo articolo
Descrizione:
Hardcover. Artificial intelligence (AI) in medical imaging is revolutionizing healthcare by enhancing screening, diagnostics, and clinical care. This integration is crucial as the global healthcare industry strives to enhance accuracy, efficiency, and accessibility. AI and machine learning (ML) extend far beyond simple automation, ushering in an era of precision medicine with diagnostics and treatments tailored to individual patients. Advances in deep learning (DL) further enable rapid analysis of complex imaging data, supporting clinical decisions, reducing diagnostic variability, and facilitating early detection-ultimately leading to improved outcomes. Despite its promise, integrating AI into clinical settings faces challenges. Effective AI models require high-quality, annotated training datasets; yet, the scarcity of such data and the imbalance between cases and controls hinder model development. Moreover, real-world medical datasets often include noisy and incomplete data, which can compromise algorithm reliability and introduce biases. The Special Issue "Artificial Intelligence in Image-Based Screening, Diagnostics, and Clinical Care" highlights groundbreaking advancements in AI/ML for medical imaging. It addresses challenges posed by limited and imperfect data while presenting innovative methodologies for image-based screening, diagnostics, and management. By showcasing original research and reviews, this issue provides valuable insights into state-of-the-art AI applications poised to effectively address global health challenges. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability. Codice articolo 9783725835010
Dati bibliografici
Titolo: Artificial Intelligence in Image-Based ...
Casa editrice: Mdpi AG
Data di pubblicazione: 2025
Legatura: Hardcover
Condizione: new