Clinical AI with Python: Automating Diagnostics, Risk Scores, and Patient Stratification
Clinical AI with Python: Automating Diagnostics, Risk Scores, and Patient Stratification: Unlock the Future of Medicine with Code by Hayden Van Der Post
English | May 7, 2025 | ISBN: N/A | ASIN: B0F7Z2ZQJ9 | 653 pages | EPUB | 0.63 Mb
English | May 7, 2025 | ISBN: N/A | ASIN: B0F7Z2ZQJ9 | 653 pages | EPUB | 0.63 Mb
Reactive Publishing
Clinical AI with Python is your essential guide to harnessing the power of artificial intelligence to revolutionize diagnostics, automate clinical decision-making, and stratify patients with precision. Whether you're a healthcare analyst, data scientist, medical researcher, or AI engineer, this book bridges the gap between modern machine learning and practical clinical application.
Inside, you'll learn how to:
- Build end-to-end diagnostic models using real-world clinical datasets
- Automate risk scoring systems (like APACHE, CHADS2, and custom stratification models)
- Implement patient cohorting and segmentation using unsupervised learning
- Navigate regulatory, ethical, and interpretability concerns in medical AI
- Deploy Python-based tools for reproducible, scalable, and explainable clinical insights
Ideal for professionals in clinical research, digital health, and applied machine learning.