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portada Machine-Learning-Based Disease Diagnosis and Prediction
Type
Physical Book
Publisher
Author
Language
English
Pages
684
Format
Hardcover
ISBN13
9783725886371

Machine-Learning-Based Disease Diagnosis and Prediction

Fakhar Abbas (Author) · MDPI AG · Hardcover

Machine-Learning-Based Disease Diagnosis and Prediction - Fakhar Abbas

New Book Imported to Netherlands
Delivery: 16 Oct - 20 Oct Shipping: 5 to 6 business days.
€ 172,39
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€ 172,39

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Synopsis "Machine-Learning-Based Disease Diagnosis and Prediction"

This Reprint collects the thirty peer-reviewed articles published in the Special Issue "Machine-Learning-Based Disease Diagnosis and Prediction" in Diagnostics. Written by research teams from Asia, Europe, the Middle East, and Latin America, the contributions illustrate how machine learning and deep learning are transforming diagnostic and predictive medicine. The topics include medical imaging and radiomics, structured clinical and laboratory risk prediction, explainable and interpretable AI, oncology, ophthalmology, dentistry, and large-scale healthcare systems. Across the articles, recurring themes are the need for external validation, the importance of explainable methods (for example, SHAP-based analyses) to build clinical trust, the rising significance of privacy-preserving and federated learning, and the potential of multimodal data integration. Taken together, this Reprint provides clinicians, data scientists, and biomedical researchers with a timely overview of advances toward more rigorous, interpretable, and clinically meaningful AI-driven diagnostic tools.

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