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AI-Powered COVID-19 Prediction (en Inglés)
Gopalan, Angeline Prasanna; Siluvairathinam, Jinu Paulson (Autor)
·
LAP Lambert Academic Publishing
· Tapa Blanda
AI-Powered COVID-19 Prediction (en Inglés) - Gopalan, Angeline Prasanna; Siluvairathinam, Jinu Paulson
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Reseña del libro "AI-Powered COVID-19 Prediction (en Inglés)"
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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