Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
AI-Powered COVID-19 Prediction

AI-Powered COVID-19 Prediction

Gopalan, Angeline Prasanna
Siluvairathinam, Jinu Paulson

Paperback

General Computers

ISBN10: 6208452244
ISBN13: 9786208452247
Publisher: LAP Lambert Academic Publishing
Published: Aug 18 2025
Pages: 152
Weight: 0.47
Height: 0.35 Width: 6.00 Depth: 9.00
Language: English
In an era where rapid and accurate COVID-19 diagnosis can mean the difference between life and death, this groundbreaking work presents a sophisticated artificial intelligence framework for predicting disease severity. Drawing from cutting-edge research in deep learning and medical imaging, the authors introduce innovative approaches including attention-based UNet architecture and marginal space deep ambiguity transfer learning. This comprehensive study offers healthcare professionals and researchers a robust methodology for analyzing chest CT images and predicting COVID-19 severity levels with unprecedented accuracy. The book bridges the gap between theoretical AI concepts and practical medical applications, presenting a detailed examination of multi-scale learning techniques and their implementation in real-world scenarios. Whether you're a medical professional seeking to enhance diagnostic capabilities or a researcher interested in the intersection of AI and healthcare, this work provides valuable insights into the future of pandemic response and management.

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