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AI for Precision Medicine with Python: From Multi-Modal Patient Data to Personalized Treatment Models create a description for amazon
Paperback
Series: Python for Health Science and Bioinformatics, Book 8
Publisher: Independently Published
Published: Jan 3 2026
Pages: 466
Weight: 1.23
Height: 1.16 Width: 6.00 Depth: 9.00
Language: English
AI for Precision Medicine with Python bridges the gap between raw patient data and truly personalized care. This book shows how modern AI techniques can be applied to real-world clinical and biomedical data to move beyond one-size-fits-all medicine and toward individualized diagnosis, risk prediction, and treatment planning.
Designed for data scientists, biomedical researchers, clinicians, and advanced practitioners, the book walks through how to build end-to-end precision medicine pipelines using Python. You'll learn how to integrate multi-modal patient data including genomics, medical imaging, electronic health records, lab results, and wearable data, and transform them into actionable, patient-specific models.
Rather than focusing on theory alone, this book emphasizes practical implementation. You'll work with real architectures and workflows for feature engineering across heterogeneous data sources, training machine learning and deep learning models, handling missing and biased clinical data, and validating models in healthcare-constrained environments. Topics include multi-modal fusion strategies, survival analysis, disease subtyping, treatment response prediction, and explainable AI techniques critical for clinical trust and regulatory compliance.
Throughout the book, ethical considerations, data privacy, and deployment challenges are treated as first-class problems, not afterthoughts. You'll learn how to design models that are interpretable, auditable, and aligned with real clinical decision-making.
AI for Precision Medicine with Python is not a high-level overview. It is a hands-on guide to building personalized medicine systems that reflect how healthcare data actually behaves in practice.
If you want to move from generic medical AI models to truly patient-centered intelligence, this book provides the tools, frameworks, and mindset to do it right.
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Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition, Text Revision (Dsm-5-Tr(r))
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Cure Your Fatigue, Second Edition: The Root Cause and How to Fix It on Your Own
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Science Under Siege: How to Fight the Five Most Powerful Forces That Threaten Our World
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Menopause: What Your Ob-GYN Wants You to Know
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Food Intelligence: The Science of How Food Both Nourishes and Harms Us
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Hall, Kevin, PhD
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American Sirens: The Incredible Story of the Black Men Who Became America's First Paramedics
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Clinical Reasoning: Coaching the Struggling Medical Learner
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Pcos Is My Power: Understanding Pcos, Fixing Your Hormones, and Resetting Your Health
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Shoulder Pain? The Solution & Prevention: Fifth Edition, Revised & Expanded
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Gut and Psychology Syndrome: Natural Treatment for Autism, Dyspraxia, A.D.D., Dyslexia, A.D.H.D., Depression, Schizophrenia, 2nd Edition
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The Cure for Everything: The Epic Struggle for Public Health and a Radical Vision for Human Thriving
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All the Names in the Bible: Comprehensive Index of Every Person and Place in Scripture
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Mandalas for Seniors Coloring Book for Adults: Mandalas Coloring Book for Adults - Simple Mandalas Coloring Book for Adults Dementia
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