Precision Medicine: Improving Healthcare with Data Science and Machine Learning

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.

Target Readership :

Researchers, professionals, and postgraduate students in healthcare informatics, computational biology, and medicine.

Editor(s):

Prasad Lokulwar
Department of Computer Science and Engineering
GH Raisoni College of Engineering
Nagpur, Maharashtra
India

Basant Kumar Verma
Department of Computer Science and Engineering
Panipat Institute of Engineering and Technology
Samalkha, Haryana
India

Mitu Sehgal
Department of CSE-AI and Data Science
Panipat Institute of Engineering and Technology
Samalkha, Haryana
India

Kailash Kumar
College of Computing and Informatics
Saudi Electronic University
Riyadh
Saudi Arabia

Mohan Kolhe
Hydrogen Energy & Sustainable Electrical Energy System
University of Agder
Norway

Contributor(s):

A. R. Patil Bhagat
Department of Computer Technology
Yeshwantrao Chavan College of Engineering
Nagpur
India

Anisha
Department of CSE-AIDS
Panipat Institute of Engineering and Technology
Samalkha
India

Ashwini Yerlekar
Department of CSE (AI&ML)
S. B. Jain Institute of Technology, Management and Research
Nagpur
India

Abhijit Titarmare
Department of Electronics and Telecommunication Engineering
G. H. Raisoni College of Engineering
Nagpur
India

Anand Babu Kotta
Department of Mechanical Engineering
G. H. Raisoni College of Engineering
Nagpur
India

B. Tarakeswara Rao
Department of CSE
KKR & KSR Institute of Technology and Sciences
Guntur, Andhra Pradesh
India

Dhananjay Bhagat
Department of Computer Engineering and Technology, School of Computer Science and Engineering
Dr. Vishwanath Karad, MIT World Peace University
Pune
India

Goldi Soni
Amity School of Engineering & Technology, Amity University, Chhattisgarh
Raipur
India

Jagvijay Singh
Eduvate Consultancy Pvt. Ltd.
Gr.Noida, U.P.
India

Krupali Dhawale
Department of Computer Technology
Yeshwantrao Chavan College of Engineering
Nagpur
India

Mangala Madankar
Department of Computer Science & Engineering
G. H. Raisoni College of Engineering
Nagpur
India

Neha Bhatia
Department of Information Technology
Panipat Institute of Engineering & Technology
Panipat, Haryana
India

Neha Purohit
Department of Computer Science and Engineering
G. H. Raisoni College of Engineering
Nagpur
India

Nisha Wadhawan
School of Engineering & Technology
Apeejay Satya University
Gurugram
India

Parul Dubey
Symbiosis Institute of Technology, Nagpur Campus, Symbiosis International (Deemed University)
Pune
India

Pranali Dhawas
Department of Artificial Intelligence
G. H. Raisoni College of Engineering
Nagpur
India

Prashant Khobragade
Department of Computer Science and Engineering
G. H. Raisoni College of Engineering
Nagpur
India

Payal Ghutke
Department of Electronics Engineering
G. H. Raisoni College of Engineering
Nagpur
India

Praveen Kumar Dhankar
Symbiosis Institute of Technology, Nagpur Campus, Symbiosis International (Deemed University)
Pune
India

Roshni Jha
Department of CSE-AIDS
Panipat Institute of Engineering and Technology
Samalkha
India

Rashmi Makkar
Department of Information Technology
Panipat Institute of Engineering & Technology
Panipat, Haryana
India

Ragini Vishwakarma
Molecular Plant Pathology Laboratory Department of Botany
Deen Dayal Upadhyaya Gorakhpur University
Gorakhpur, UP-273009
India

R. S. M. Lakshmi Patibandla
Department of CSE
Koneru Lakshmaiah Education Foundation
Guntur, Andhra Pradesh
India

Ramakrishna Murthy Malla
Department of CSE
Anil Neerukonda Institute of Technology and Sciences
Visakhapatnam, Andhra Pradesh
India

Ritika
School of Engineering & Technology
Apeejay Satya University
Gurugram
India

Sorabh Gupta
Department of Information Technology
Panipat Institute of Engineering & Technology
Panipat, Haryana
India

Sayali R. Tajane
Department of Computer Science Engineering
G.H. Raisoni College of Engineering
Nagpur
India

Shivraj Guduri
Department of Artificial intelligence
G.H. Raisoni College of Engineering
Nagpur
India

Shankar Gadve
Amity School of Engineering & Technology, Amity University, Chhattisgarh
Raipur
India

Smriti Mall
Molecular Plant Pathology Laboratory Department of Botany
Deen Dayal Upadhyaya Gorakhpur University
Gorakhpur, UP-273009
India

Shruti Thakur
Department of Computer Science & Engineering
G. H. Raisoni College of Engineering
Nagpur
India

Suman Kumari
Department of Information Technology
Panipat Institute of Engineering & Technology
Panipat, Haryana
India

Sandeep Kumar
Department of Information Technology
Panipat Institute of Engineering & Technology
Panipat, Haryana
India

Shally
Department of CSE-AIDS
Panipat Institute of Engineering and Technology
Samalkha
India

Vaishali Shende
Department of Artificial Intelligence
G. H. Raisoni College of Engineering
Nagpur
India

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