Precision Medicine: Improving Healthcare with Data Science and Machine Learning explores the shift toward personalised healthcare, where treatments are tailored to individual patient characteristics. Driven by advances in data science and machine learning, precision medicine enables more accurate diagnoses, better predictions, and targeted therapies.
This book provides a comprehensive overview of how data-driven technologies are transforming modern healthcare. It covers key areas such as clinical decision support systems, predictive modelling, genomic analysis, and biomarker discovery. Through a combination of foundational concepts and real-world applications, the book highlights the growing role of big data and intelligent algorithms in improving patient outcomes and healthcare efficiency.
It also addresses important challenges, including data privacy, ethical considerations, and regulatory issues, while offering insights into the future of data-driven healthcare.
Key Features:
-Integration of precision medicine with data science and machine learning
-Case studies on genomic analysis, biomarker discovery, and personalised treatments
-Coverage of clinical decision support and predictive modelling techniques
-Discussion of ethical, privacy, and regulatory challenges
-Practical insights for implementing machine learning in healthcare
-Future perspectives on data-driven and personalised medicine
eBook - ePub
Precision Medicine
Improving Healthcare with Data Science and Machine Learning
- English
- ePUB (mobile friendly)
- Available on iOS & Android
eBook - ePub
Precision Medicine
Improving Healthcare with Data Science and Machine Learning
About this book
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Information
Topic
MedicineTable of contents
- Welcome
- Table of Contents
- Title
- BENTHAM SCIENCE PUBLISHERS LTD.
- FOREWORD
- Preface
- List of Contributors
- Development and Performance Enhancement of Machine Learning Based Approaches for Detection of Skin Diseases
- Foundation of Data Science and Machine Learning in Healthcare
- Genomics Data Analytics: An Innovative Approach to Precision Medicine
- Imaging Data Analysis in Precision Medicine
- Electronic Health Records (EHR) and Clinical Decision Support System
- Pharmacogenomics and Drug Development
- Predictive Modeling and Patient Stratification
- Ethical and Regulatory Considerations for Precision Medicine
- Implementing Challenges and Best Practices in Precision Medicine
- Precision Medicine: Improving Healthcare with Data Science and Machine Learning
- Deep Learning Models for DR Prediction: A Comparative Analysis of CNN, RNN, and Ensemble Methods
- Global Perspective on Precision Medicine and Future Trends and Emerging Technologies
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Yes, you can access Precision Medicine by Prasad Lokulwar,Basant Kumar Verma,Mitu Sehgal in PDF and/or ePUB format, as well as other popular books in Medicine & Public Health, Administration & Care. We have over 1.5 million books available in our catalogue for you to explore.