Genomics at the Nexus of Ai, Computer Vision and Machine Learning - Couverture rigide

Couverture rigide

ISBN 10 : 1394268807 ISBN 13 : 9781394268801

Editeur : Wiley-Scrivener, 2024

Synopsis

Genomics at the Nexus of AI, Computer Vision, and Machine Learning explores the in-depth process of how AI and machine learning algorithms extract genomic data. The main goal is to help readers understand the dynamic intersection between genomics and cutting-edge technologies. This book aims to provide a roadmap for navigating genomics with developments in artificial intelligence to open up new research ideas to detect and analyze genetic patterns using computer vision methods.

This book encompasses a wide range of topics, starting with an introduction to genomics data and its unique characteristics. Each chapter unfolds a unique facet, delving into the collaborative potential and challenges that arise from advanced technologies. It explores image analysis techniques specifically tailored for genomic data. With this resourceful data, research enables the detection and analysis of genetic patterns using computer vision methods. Furthermore, the dedicated research from contributors offers insights and knowledge to genomic research that seeks to explore the mysteries of life through the lens of interdisciplinary collaboration.

A propos du livre

À propos de l?auteur

Shilpa Choudhary, PhD, is a postdoctoral fellow at the Singapore Institute of Technology, Singapore. She has authored more than 50 research papers in various national and international journals as well as authored/edited four books. She has been awarded nine patents and was awarded the 'Gold Medal' in 2012.

Sandeep Kumar, PhD, is a professor in the Department of Computer Science and Engineering, K L Deemed to be University, Vijayawada, Andhra Pradesh, India. He has been granted six patents and has successfully filed another ten. He has published more than 100 research papers in various national and international journals and conferences.

Swathi Gowroju, PhD, is an associate professor and deputy head of the Data Science Department, Sretas Institute of Engineering and Technology, Hyderabad, Telangana, India. She has published more than 30 research papers in the fields of image processing and machine learning.

Monali Gulhane, PhD, is an assistant professor at the Symbiosis Institute of Technology, Nagpur Campus, Symbiosis International (Deemed University), Pune, India. She received the 'Young Researcher Award' in 2022.

R. Sri Lakshmi, PhD, is a postdoctoral fellow at the Singapore Institute of Technology, Singapore. She is proficient in machine learning, artificial intelligence, computer design, etc. Most of her research has been published in renowned journals, patents, and book chapters.

Détails de l'édition

• Éditeur: Wiley-Scrivener
• Date d'édition: 2024
• Langue: anglais
• ISBN 10: 1394268807
• ISBN 13: 9781394268801
• Reliure: Relié
• Nombre de pages: 560
• Éditeur: Choudhary Shilpa, Kumar Sandeep, Gowroju Swathi, Gulhane Monali, Lakshmi R. Sri
• Coordonnées du fabricant: non disponible
• Personne responsable: non disponible