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AI-Powered COVID-19 Prediction

By Gopalan, Angeline Prasanna

AI-Powered COVID-19 Prediction

- Default Title
Description
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.
Product details
Binding:
Paperback
Number of Pages:
152
Release Date:
2025-08-18
Publication Date:
2025-08-18
Publisher:
LAP LAMBERT Academic Publishing
Languages:
Original: English
ISBN10:
6208452244
ISBN13:
9786208452247
GPSR Manufacturer Reference:
[email protected]
Weight:
244 g
Height:
150 cm
Width:
220 cm
Thickness:
10 cm
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