{"product_id":"9783032029621","title":"AI for Medical Image Analysis: Reconciling Innovation and Ethical Considerations","description":"\u003ch1\u003eAI for Medical Image Analysis: Reconciling Innovation and Ethical Considerations\u003c\/h1\u003e \u003ch2\u003eBen Aoun, Najib; Ahmad, Sadique; Hammad, Mohamed\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp class=\"MsoNormal\" style=\"text-align: justify; mso-pagination: widow-orphan; mso-layout-grid-align: auto; punctuation-wrap: hanging; text-autospace: ideograph-numeric ideograph-other; mso-vertical-align-alt: auto; margin: 3.0pt 0cm 3.0pt 0cm;\"\u003e\u003cspan lang=\"EN-US\" style=\"font-size: 11.0pt; font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-language: EN-IN;\"\u003eThe way doctors identify, treat, and manage illnesses has been completely transformed by the introduction of artificial intelligence (AI) into healthcare. The application of image processing and computer vision technologies is one of the most impactful advancements, which has boosted the accuracy and effectiveness of medical image analysis, enhanced treatment planning and enabled more personalized care. With the use of these technologies, healthcare professionals may now \"see beyond\" the limits of conventional imaging techniques, gaining deeper understanding and more thorough analyses—both essential for efficient patient care. However, applying AI techniques for medical image analysis has to be conducted while upholding the ethical considerations to ensure the technology benefits patients and healthcare providers while minimizing potential risks. In fact, it is essential to establish a thorough framework that incorporates stringent validation on diverse and representative datasets to mitigate bias and guarantee accuracy across different populations.\u003c\/span\u003e\u003cspan lang=\"EN-US\" style=\"font-size: 11.0pt; font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-ansi-language: EN-IN; mso-fareast-language: EN-IN;\"\u003e \u003c\/span\u003e\u003cspan lang=\"EN-US\" style=\"font-size: 11.0pt; font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-language: EN-IN;\"\u003eAI systems must exhibit transparency and explainability, enabling healthcare professionals to comprehend and trust their outputs, while accountability measures distinctly delineate responsibility for AI-generated judgments. In addition, AI systems have to support, not replace, the clinicians, guaranteeing that they continue to play a crucial role in decision-making. The development and deployment of AI-based medica image analysis systems have to be guided by ethical oversight committees to address any emerging issues.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"text-align: justify; mso-pagination: widow-orphan; mso-layout-grid-align: auto; punctuation-wrap: hanging; text-autospace: ideograph-numeric ideograph-other; mso-vertical-align-alt: auto; margin: 3.0pt 0cm 3.0pt 0cm;\"\u003e\u003cspan lang=\"EN-US\" style=\"font-size: 11.0pt; font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-language: EN-IN;\"\u003eThis book, \"AI for Medical Image Analysis: reconciling Innovation and ethical considerations,\" delves into the use of AI in medical image analysis while adhering to ethical considerations. It will cover the technological advancements, applications, strategies and ethical considerations around the use of AI in healthcare imaging. It presents a holistic perspective on how AI-driven computer vision and image processing are reshaping the healthcare landscape and expanding the realm of what is conceivable for medical diagnostics and treatment.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"text-align: justify; mso-pagination: widow-orphan; mso-layout-grid-align: auto; punctuation-wrap: hanging; text-autospace: ideograph-numeric ideograph-other; mso-vertical-align-alt: auto; margin: 3.0pt 0cm 3.0pt 0cm;\"\u003e\u003cspan lang=\"EN-US\" style=\"font-size: 11.0pt; font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-language: EN-IN;\"\u003eThis book will:\u003c\/span\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cspan style=\"font-size: 11.0pt; line-height: 115%; font-family: 'Corbel',sans-serif; mso-fareast-font-family: Corbel; mso-bidi-font-family: Corbel; mso-ansi-language: EN-IN; mso-fareast-language: EN-IN;\"\u003e\u003cspan style=\"mso-list: Ignore;\"\u003e\u003cspan style=\"font: 7.0pt 'Times New Roman';\"\u003e      \u003c\/span\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c!--[endif]--\u003e\u003cspan lang=\"EN-US\" style=\"font-size: 11.0pt; line-height: 115%; font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-language: EN-IN;\"\u003eHighlight the efficiency of AI for the medical \u003cspan style=\"layout-grid-mode: line; mso-bidi-font-weight: bold;\"\u003eimage analysis\u003c\/span\u003e and tumor segmentation, including machine learning and deep learning models.\u003c\/span\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cspan style=\"font-size: 11.0pt; line-height: 115%; font-family: 'Corbel',sans-serif; mso-fareast-font-family: Corbel; mso-bidi-font-family: Corbel; mso-ansi-language: EN-IN; mso-fareast-language: EN-IN;\"\u003e\u003cspan style=\"mso-list: Ignore;\"\u003e\u003cspan style=\"font: 7.0pt 'Times New Roman';\"\u003e          \u003c\/span\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c!--[endif]--\u003e\u003cspan lang=\"EN-US\" style=\"font-size: 11.0pt; line-height: 115%; font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-language: EN-IN;\"\u003eInclude case studies across many areas of AI in medical imaging data.\u003c\/span\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cspan style=\"font-size: 11.0pt; line-height: 115%; font-family: 'Corbel',sans-serif; mso-fareast-font-family: Corbel; mso-bidi-font-family: Corbel; mso-ansi-language: EN-IN; mso-fareast-language: EN-IN;\"\u003e\u003cspan style=\"mso-list: Ignore;\"\u003e\u003cspan style=\"font: 7.0pt 'Times New Roman';\"\u003e         \u003c\/span\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c!--[endif]--\u003e\u003cspan lang=\"EN-US\" style=\"font-size: 11.0pt; line-height: 115%; font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin; mso-fareast-language: EN-IN;\"\u003eInvestigate the ethical, regulatory and social considerations of AI in medical \u003cspan style=\"layout-grid-mode: line; mso-bidi-font-weight: bold;\"\u003eimage analysis\u003c\/span\u003e\u003c\/span\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp class=\"MsoNormal\" style=\"mso-margin-top-alt: auto; mso-margin-bottom-alt: auto; mso-pagination: widow-orphan; mso-layout-grid-align: auto; punctuation-wrap: hanging; text-autospace: ideograph-numeric ideograph-other; mso-vertical-align-alt: auto;\"\u003e\u003cspan lang=\"EN-US\" style=\"font-size: 11.0pt; font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\"\u003ePresent the current challenges and futures research directions.\u003c\/span\u003e\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2026-01-09\u003c\/p\u003e \u003cp\u003eFormat: Hardcover\u003c\/p\u003e \u003cp\u003eISBN-13: 9783032029621\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-032-02963-8\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 346\u003c\/p\u003e ","brand":"Springer Nature Switzerland","offers":[{"title":"Default Title","offer_id":44309942796428,"sku":"9783032029621","price":161.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783032029621.jpg?v=1770141000","url":"https:\/\/lateknightbooks.com\/products\/9783032029621","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}