{"product_id":"9783032119988","title":"Studies in Computational Intelligence: Transforming Diagnostics, Treatment, and Patient Outcomes","description":"\u003ch1\u003eStudies in Computational Intelligence: Transforming Diagnostics, Treatment, and Patient Outcomes\u003c\/h1\u003e \u003ch2\u003eShaban-Nejad, Arash; Michalowski, Martin; Bianco, Simone\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cdiv class=\"OutlineElement Ltr SCXW108388785 BCX0\"\u003e\n\u003cp class=\"Paragraph SCXW108388785 BCX0\"\u003e\u003cspan class=\"TextRun SCXW108388785 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"\u003e\u003cspan class=\"NormalTextRun SCXW108388785 BCX0\" data-ccp-parastyle=\"Normal (Web)\"\u003eThis volume brings together \u003c\/span\u003e\u003cspan class=\"NormalTextRun SCXW108388785 BCX0\" data-ccp-parastyle=\"Normal (Web)\"\u003ecutting-edge\u003c\/span\u003e\u003cspan class=\"NormalTextRun SCXW108388785 BCX0\" data-ccp-parastyle=\"Normal (Web)\"\u003e research at the intersection of artificial intelligence, clinical care, and public health. While it highlights the impact of \u003c\/span\u003e\u003c\/span\u003e\u003cspan class=\"TextRun SCXW108388785 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"\u003e\u003cspan class=\"NormalTextRun SCXW108388785 BCX0\" data-ccp-charstyle=\"Strong\"\u003egenerative AI\u003c\/span\u003e\u003c\/span\u003e\u003cspan class=\"TextRun SCXW108388785 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"\u003e\u003cspan class=\"NormalTextRun SCXW108388785 BCX0\" data-ccp-charstyle=\"Strong\"\u003e,\u003c\/span\u003e\u003c\/span\u003e\u003cspan class=\"TextRun SCXW108388785 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"\u003e\u003cspan class=\"NormalTextRun SCXW108388785 BCX0\" data-ccp-parastyle=\"Normal (Web)\"\u003e including large language models, it also delves into broader challenges such as fairness, robustness, scalability, and explainability.\u003c\/span\u003e\u003c\/span\u003e\u003cspan class=\"EOP SCXW108388785 BCX0\" data-ccp-props='{\"134233117\":true,\"134233118\":true,\"201341983\":0,\"335559740\":240}'\u003e \u003c\/span\u003e\u003c\/p\u003e\n\u003c\/div\u003e\n\u003cdiv class=\"OutlineElement Ltr SCXW108388785 BCX0\"\u003e\n\u003cp class=\"Paragraph SCXW108388785 BCX0\"\u003e\u003cspan class=\"TextRun SCXW108388785 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"\u003e\u003cspan class=\"NormalTextRun SCXW108388785 BCX0\" data-ccp-parastyle=\"Normal (Web)\"\u003eChapters explore:\u003c\/span\u003e\u003c\/span\u003e\u003cspan class=\"EOP SCXW108388785 BCX0\" data-ccp-props='{\"134233117\":true,\"134233118\":true,\"201341983\":0,\"335559740\":240}'\u003e \u003c\/span\u003e\u003c\/p\u003e\n\u003c\/div\u003e\n\u003cdiv class=\"ListContainerWrapper SCXW108388785 BCX0\"\u003e\n\u003cul class=\"BulletListStyle1 SCXW108388785 BCX0\" role=\"list\"\u003e\n\u003cli class=\"OutlineElement Ltr SCXW108388785 BCX0\" role=\"listitem\" aria-setsize=\"-1\" data-leveltext=\"\" data-font=\"Symbol\" data-listid=\"5\" data-list-defn-props='{\"335552541\":1,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\",\"469777815\":\"multilevel\"}' data-aria-posinset=\"1\" data-aria-level=\"1\"\u003e\n\u003cp class=\"Paragraph SCXW108388785 BCX0\"\u003e\u003cspan class=\"TextRun SCXW108388785 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"\u003e\u003cspan class=\"NormalTextRun SCXW108388785 BCX0\" data-ccp-parastyle=\"Normal (Web)\"\u003eApplications of Generative AI in healthcare and medicine\u003c\/span\u003e\u003c\/span\u003e\u003cspan class=\"EOP SCXW108388785 BCX0\" data-ccp-props='{\"134233117\":true,\"134233118\":true,\"201341983\":0,\"335559740\":240}'\u003e \u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\n\u003cdiv class=\"ListContainerWrapper SCXW108388785 BCX0\"\u003e\n\u003cul class=\"BulletListStyle1 SCXW108388785 BCX0\" role=\"list\"\u003e\n\u003cli class=\"OutlineElement Ltr SCXW108388785 BCX0\" role=\"listitem\" aria-setsize=\"-1\" data-leveltext=\"\" data-font=\"Symbol\" data-listid=\"5\" data-list-defn-props='{\"335552541\":1,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\",\"469777815\":\"multilevel\"}' data-aria-posinset=\"2\" data-aria-level=\"1\"\u003e\n\u003cp class=\"Paragraph SCXW108388785 BCX0\"\u003e\u003cspan class=\"TextRun SCXW108388785 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"\u003e\u003cspan class=\"NormalTextRun SCXW108388785 BCX0\" data-ccp-parastyle=\"Normal (Web)\"\u003eStrategies to reduce bias and improve equity in clinical AI\u003c\/span\u003e\u003c\/span\u003e\u003cspan class=\"EOP SCXW108388785 BCX0\" data-ccp-props='{\"134233117\":true,\"134233118\":true,\"201341983\":0,\"335559740\":240}'\u003e \u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\n\u003cdiv class=\"ListContainerWrapper SCXW108388785 BCX0\"\u003e\n\u003cul class=\"BulletListStyle1 SCXW108388785 BCX0\" role=\"list\"\u003e\n\u003cli class=\"OutlineElement Ltr SCXW108388785 BCX0\" role=\"listitem\" aria-setsize=\"-1\" data-leveltext=\"\" data-font=\"Symbol\" data-listid=\"5\" data-list-defn-props='{\"335552541\":1,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\",\"469777815\":\"multilevel\"}' data-aria-posinset=\"3\" data-aria-level=\"1\"\u003e\n\u003cp class=\"Paragraph SCXW108388785 BCX0\"\u003e\u003cspan class=\"TextRun SCXW108388785 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"\u003e\u003cspan class=\"NormalTextRun SCXW108388785 BCX0\" data-ccp-parastyle=\"Normal (Web)\"\u003eTools for making model predictions more explainable and accountable\u003c\/span\u003e\u003c\/span\u003e\u003cspan class=\"EOP SCXW108388785 BCX0\" data-ccp-props='{\"134233117\":true,\"134233118\":true,\"201341983\":0,\"335559740\":240}'\u003e \u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\n\u003cdiv class=\"ListContainerWrapper SCXW108388785 BCX0\"\u003e\n\u003cul class=\"BulletListStyle1 SCXW108388785 BCX0\" role=\"list\"\u003e\n\u003cli class=\"OutlineElement Ltr SCXW108388785 BCX0\" role=\"listitem\" aria-setsize=\"-1\" data-leveltext=\"\" data-font=\"Symbol\" data-listid=\"5\" data-list-defn-props='{\"335552541\":1,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\",\"469777815\":\"multilevel\"}' data-aria-posinset=\"4\" data-aria-level=\"1\"\u003e\n\u003cp class=\"Paragraph SCXW108388785 BCX0\"\u003e\u003cspan class=\"TextRun SCXW108388785 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"\u003e\u003cspan class=\"NormalTextRun SCXW108388785 BCX0\" data-ccp-parastyle=\"Normal (Web)\"\u003eApproaches for real-world deployment at scale\u003c\/span\u003e\u003c\/span\u003e\u003cspan class=\"EOP SCXW108388785 BCX0\" data-ccp-props='{\"134233117\":true,\"134233118\":true,\"201341983\":0,\"335559740\":240}'\u003e \u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\n\u003cdiv class=\"ListContainerWrapper SCXW108388785 BCX0\"\u003e\n\u003cul class=\"BulletListStyle1 SCXW108388785 BCX0\" role=\"list\"\u003e\n\u003cli class=\"OutlineElement Ltr SCXW108388785 BCX0\" role=\"listitem\" aria-setsize=\"-1\" data-leveltext=\"\" data-font=\"Symbol\" data-listid=\"5\" data-list-defn-props='{\"335552541\":1,\"335559685\":720,\"335559991\":360,\"469769226\":\"Symbol\",\"469769242\":[8226],\"469777803\":\"left\",\"469777804\":\"\",\"469777815\":\"multilevel\"}' data-aria-posinset=\"5\" data-aria-level=\"1\"\u003e\n\u003cp class=\"Paragraph SCXW108388785 BCX0\"\u003e\u003cspan class=\"TextRun SCXW108388785 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"\u003e\u003cspan class=\"NormalTextRun SCXW108388785 BCX0\" data-ccp-parastyle=\"Normal (Web)\"\u003eHuman-centered and governance frameworks for responsible AI\u003c\/span\u003e\u003c\/span\u003e\u003cspan class=\"EOP SCXW108388785 BCX0\" data-ccp-props='{\"134233117\":true,\"134233118\":true,\"201341983\":0,\"335559740\":240}'\u003e \u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\n\u003cdiv class=\"OutlineElement Ltr SCXW108388785 BCX0\"\u003e\n\u003cp class=\"Paragraph SCXW108388785 BCX0\"\u003e\u003cspan class=\"TextRun SCXW108388785 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"\u003e\u003cspan class=\"NormalTextRun SCXW108388785 BCX0\" data-ccp-parastyle=\"Normal (Web)\"\u003eRather than focusing on isolated use cases or technical performance alone, this book offers a \u003c\/span\u003e\u003c\/span\u003e\u003cspan class=\"TextRun SCXW108388785 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"\u003e\u003cspan class=\"NormalTextRun SCXW108388785 BCX0\" data-ccp-charstyle=\"Strong\"\u003esystems-level perspective\u003c\/span\u003e\u003c\/span\u003e\u003cspan class=\"TextRun SCXW108388785 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"\u003e\u003cspan class=\"NormalTextRun SCXW108388785 BCX0\" data-ccp-parastyle=\"Normal (Web)\"\u003e, bridging computational innovation with clinical and ethical relevance.\u003c\/span\u003e\u003c\/span\u003e\u003cspan class=\"EOP SCXW108388785 BCX0\" data-ccp-props='{\"134233117\":true,\"134233118\":true,\"201341983\":0,\"335559740\":240}'\u003e \u003c\/span\u003e\u003c\/p\u003e\n\u003c\/div\u003e\n\u003cdiv class=\"OutlineElement Ltr SCXW108388785 BCX0\"\u003e\n\u003cp class=\"Paragraph SCXW108388785 BCX0\"\u003e\u003cspan class=\"TextRun SCXW108388785 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"\u003e\u003cspan class=\"NormalTextRun SCXW108388785 BCX0\" data-ccp-parastyle=\"Normal (Web)\"\u003eDesigned for researchers, healthcare professionals, and innovators, this collection provides critical insights for anyone aiming to responsibly develop or implement AI in health contexts.\u003c\/span\u003e\u003c\/span\u003e\u003cspan class=\"EOP SCXW108388785 BCX0\" data-ccp-props='{\"134233117\":true,\"134233118\":true,\"201341983\":0,\"335559740\":240}'\u003e \u003c\/span\u003e\u003c\/p\u003e\n\u003c\/div\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2026-07-13\u003c\/p\u003e \u003cp\u003eFormat: Hardcover\u003c\/p\u003e \u003cp\u003eISBN-13: 9783032119988\u003c\/p\u003e \u003cp\u003eDOI: \u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 377\u003c\/p\u003e ","brand":"Springer Nature Switzerland","offers":[{"title":"Default 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