{"product_id":"dermoscopy-image-analysis","title":"Dermoscopy Image Analysis","description":"\u003cp style=\"text-align: left;\"\u003eDermoscopy Image Analysis provides a comprehensive overview of computerized dermoscopy, a noninvasive imaging technique that enhances visualization of subsurface skin structures. By combining optical magnification with techniques such as liquid immersion or cross-polarized lighting, dermoscopy allows clinicians and researchers to detect key morphological features, particularly for malignant melanoma. This text focuses on the state-of-the-art methods for analyzing dermoscopic images using advanced computational approaches.\u003c\/p\u003e\n\u003cp style=\"text-align: center;\"\u003e\u003cstrong\u003eKey Features\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli style=\"text-align: left;\"\u003eColor normalization and classification: Examines algorithms such as gray-world, max-RGB, and shades-of-gray, improving sensitivity and specificity in heterogeneous image sets.\u003c\/li\u003e\n\u003cli style=\"text-align: left;\"\u003eInnovative color space: Introduces a color model highlighting melanin and hemoglobin distribution, enhancing border detection and classification accuracy.\u003c\/li\u003e\n\u003cli style=\"text-align: left;\"\u003eAdvanced border detection: Reviews algorithms capable of achieving performance nearly equivalent to experienced dermatologists.\u003c\/li\u003e\n\u003cli style=\"text-align: left;\"\u003eFeature extraction techniques: Covers pigment network extraction, global pattern extraction, streak detection, and perceptually significant color detection.\u003c\/li\u003e\n\u003cli style=\"text-align: left;\"\u003eComputer-aided diagnosis (CAD) systems: Presents scalable CAD implementations, interpretable classification feedback, and cost-effective acquisition tools.\u003c\/li\u003e\n\u003cli style=\"text-align: left;\"\u003eDermoscopic image databases: Discusses publicly available datasets with medical annotations for research and validation purposes.\u003c\/li\u003e\n\u003cli style=\"text-align: left;\"\u003eFuture directions: Explores emerging trends in automated dermoscopy image analysis, from preprocessing to classification, emphasizing practical clinical and research applications.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp style=\"text-align: center;\"\u003e\u003cstrong\u003eProduct Details\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli style=\"text-align: left;\"\u003eSeries: Digital Imaging and Computer Vision (Book 10)\u003c\/li\u003e\n\u003cli style=\"text-align: left;\"\u003ePublisher: CRC Press (October 9, 2015).\u003c\/li\u003e\n\u003cli style=\"text-align: left;\"\u003eLanguage: English\u003c\/li\u003e\n\u003cli style=\"text-align: left;\"\u003eISBN-10: 1482253267\u003c\/li\u003e\n\u003cli style=\"text-align: left;\"\u003eISBN-13: 978-1482253269\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Dermatology Library","offers":[{"title":"Default Title","offer_id":44954466877575,"sku":null,"price":25.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0748\/7294\/6823\/files\/content_ca122a89-120f-44c6-85fc-851a9f699d0a.jpg?v=1782167695","url":"https:\/\/dermatologylibrary.online\/products\/dermoscopy-image-analysis","provider":"Dermatology Library","version":"1.0","type":"link"}