{"product_id":"skinintel-ai-your-ai-shalini-yadav-9786208449827","title":"SkinIntel AI - Your AI Dermatologist for Skin Health","description":"Skin cancer remains one of the most widespread cancers globally, and detecting it early plays a vital role in ensuring effective treatment. However, traditional diagnosis methods depend heavily on the expertise of dermatologists, which can make the process slow and costly. This project introduces an automated approach to skin cancer detection using a combination of deep learning and machine learning techniques, aimed at supporting early and efficient diagnosis. To improve accuracy and reliability, several preprocessing steps were applied, including image augmentation, normalization, and class balancing. The model was further enhanced using transfer learning with pre-trained ImageNet weights, allowing it to perform well even with limited data.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Shalini Yadav,Rishikesh Chauhan\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 6208449820\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9786208449827\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e LAP Lambert Academic Publishing\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 06\/11\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 68\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.23lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.16d","brand":"Shalini Yadav","offers":[{"title":"Paperback","offer_id":48114032148735,"sku":"9786208449827","price":51.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_97dad64e-cdf7-41b5-a609-366f9b4f2e80.jpg?v=1769618684","url":"https:\/\/www.whiterainbookhouse.com\/products\/skinintel-ai-your-ai-shalini-yadav-9786208449827","provider":"WR Book House","version":"1.0","type":"link"}