Artificial Intelligence for the Detection of Sickle Cell Anemia by Jorge G?mez G
$ 40.62
Description
Artificial Intelligence for the Detection of Sickle Cell Anemia by Jorge G?mez G. Among the models evaluated, the Random Forest model achieved the best performance, with an accuracy of 98%, a sensitivity rate of 98%, and an F1 score of 98%. Its superior performance is attributed to its ability to capture non-linear interactions between hematological variables, which are crucial for clinical diagnosis. Artificial Intelligence for the Detection of Sickle Cell Anemia by Jorge Gómez Gómez, Velssy Hernández Riaño Estimated delivery 3-12 business days Format Paperback Condition Brand New Description This study presents a machine learning-based system for the early prediction of sickle cell anemia using structured clinical data from patient blood counts. The proposed approach seeks to address the limitations of conventional diagnostic methods, which are often costly, time-consuming, and require specialized laboratory infrastructure. The objective was to identify the best-performing model and develop an application that could be used by medical personnel in hard-to-reach areas as a support tool for the early diagnosis of this disease. Among the models evaluated, the Random Forest model achieved the best performance, with an accuracy of 98%, a sensitivity rate of 98%, and an F1 score of 98%. Its superior performance is attributed to its ability to capture non-linear interactions between hematological variables, which are crucial for clinical diagnosis. The system's predictions were validated by medical specialists, showing high agreement with traditional diagnoses. A key innovation of this study is the use of structured blood count data. Details ISBN 6209628877 ISBN-13 9786209628870 Title Artificial Intelligence for the Detection of Sickle Cell Anemia Author Jorge Gómez Gómez, Velssy Hernández Riaño Format Paperback Year 2026 Pages 80 Publisher Our Knowledge Publishing GEItemID:177113709; About Us Grand Eagle Retail is the ideal place for all your shopping needs! With fast shipping, low prices, friendly service and over 1,000,000 in stock items - you're bound to find what you want, at a price you'll love! Shipping & Delivery Times Shipping is FREE to any address in USA. Please view eBay estimated delivery times at the top of the listing. Deliveries are made by either USPS or Courier. We are unable to deliver faster than stated. International deliveries will take 1-6 weeks. NOTE: We are unable to offer combined shipping for multiple items purchased. This is because our items are shipped from different locations. Returns If you wish to return an item, please consult our Returns Policy as below: Please contact Customer Services and request "Return Authorisation" before you send your item back to us. Unauthorised returns will not be accepted. Returns must be postmarked within 4 business days of authorisation and must be in resellable condition. Returns are shipped at the customer's risk. We cannot take responsibility for items which are lost or damaged in transit. For purchases where a shipping charge was paid, there will be no refund of the original shipping charge. Additional Questions If you have any questions please feel free to Contact Us. Categories Baby Books Electronics Fashion Games Health & Beauty Home, Garden & Pets Movies Music Sports & Outdoors Toys
