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Intelligent Systems in Biomedicine : Theories, Algorithms, and Clinical Applications / by Almir Badnjević, Lemana Spahić.
Springer Nature - Springer Physics and Astronomy eBooks 2026 English International Available online
View online- Format:
- Book
- Author/Creator:
- Badnjevic, Almir.
- Series:
- Series in BioEngineering, 2196-887X
- Language:
- English
- Subjects (All):
- Medical physics.
- Artificial intelligence.
- Medical informatics.
- Bioinformatics.
- Machine learning.
- Biomedical engineering.
- Medical Physics.
- Artificial Intelligence.
- Health Informatics.
- Machine Learning.
- Biomedical Engineering and Bioengineering.
- Local Subjects:
- Medical Physics.
- Artificial Intelligence.
- Health Informatics.
- Bioinformatics.
- Machine Learning.
- Biomedical Engineering and Bioengineering.
- Physical Description:
- 1 online resource (313 pages)
- Edition:
- 1st ed. 2026.
- Place of Publication:
- Cham : Springer Nature Switzerland : Imprint: Springer, 2026.
- Summary:
- This textbook provides a comprehensive introduction to intelligent systems, integrating foundational theories, learning paradigms, and practical applications with a specific emphasis on biomedical and healthcare domains. The book combines theoretical foundations with real-world applications and serves as an essential resource for understanding intelligent systems and their transformative role in modern AI-driven biomedical innovations. Ethical and regulatory challenges specific to AI in biomedicine are also discussed. Practice problems and exercises complete this valuable resource for students, researchers, and professionals working in this field.
- Contents:
- Theories and Algorithms: Introduction to Intelligent Systems
- Supervised Learning Techniques
- Advanced Supervised Learning
- Unsupervised Learning Techniques
- Advanced Unsupervised Learning
- Perceptrons and Multilayer Perceptrons (MLPs)
- Fundamentals of Neural Networks
- Advanced Network Classifications
- Fuzzy Systems and Their Applications
- Modern AI and Emerging Technologies
- Applications of Intelligent Systems in Biomedicine: AI in Medical Imaging and Diagnostics
- Intelligent Systems in Medical Device Performance Assessment
- Diagnostic Support Systems and Clinical Decision Making
- AI-Driven Personalized Medicine and Drug Discovery
- Wearable Biosensors and Remote Health Monitoring
- Robotics and AI in Surgery and Rehabilitation
- AI in Biomedicine: Ethical, Regulatory, and Future Considerations
- Review & Practice Problems: Summary of Key Concepts
- Practice Problems and Exercises.
- Notes:
- Description based on publisher supplied metadata and other sources.
- ISBN:
- 3-032-14785-9
- 9783032147851
- OCLC:
- 1568062941
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