
Title:
Generative artificial intelligence for biomedical and smart health informatics
Author:
Khamparia, Aditya, 1988- editor.
ISBN:
9781394280735
9781394280711
9781394280728
Physical Description:
1 online resource (xli, 655 pages) : illustrations (chiefly color)
Contents:
Generative AI in Wearables : Exploring the Impact of GANs, VAEs, and Transformers / Diwakar Diwakara, Deepa Raja -- Safeguarding Privacy and Security in AI-enabled Healthcare Informatics / Akanksha Kochhar, Ganeev Kaur Chhabra, Toshika Goswami, Moolchand Sharma -- Generating synthetic medical data using GAI / Sudhanshu Singh, Suruchi Singh, CS Raghuvanshi -- Automation of Drug Design and Development / Sudhanshu Singh -- Autism Spectrum Disorder Diagnosis : A Comprehensive Review of Machine Learning Approaches / Deepti Prasad, Suman Bhatia -- Temporal Normalization and Brain Image Analysis for Early-Stage Prediction of Attention Deficit Hyperactivity Disorder (ADHD) / Poonam Chaudhary, Srishti Sharma, Nikki Rani, Diksha Aggarwal -- Sustainable Agriculture through Advanced Crop Management : VGG16-Based Tea Leaf Disease Recognition / Sivaraman R, Praveena S, Naresh Kumar H -- Advancing Colorectal Cancer Diagnosis : Integrating Synthetic Data and Machine Learning for Microbiome Analysis / Alessio Rotelli, Ernesto Iadanza -- Recent Knowledge in Drug Design and Development : Automation and advancement / Kusum Gurung, Saurav Kumar Mishra, Tabsum Chhetri, Sneha Roy, Anagha Balakrishnan, John J Georrge -- Machine Learning and Generative AI Techniques for Sentiment Analysis with Applications / Riya Sharma, Balraj Singh, Aditya Khamparia -- Use of AI with Optimization techniques : Case study, Challenges and Future trends / Ayushi Mittal, Parul, Charu Gupta, Devendra Kumar Tayal -- Inclusive Role of Internet of (Healthcare) Things in Digital Health : Challenges, Methods, and Future Directions / Mohammed Abdalla -- Generating synthetic medical dataset using Generative AI : A Case Study / Partha Pratim Ray -- A Comprehensive Review of Cardiac Image Analysis for Precise Heart Disease Diagnosis Using Deep Learning Techniques / Anuj Gupta, Vikas Kumar, Aryan Nakhale -- Classification Methods of Deep Learning for Detecting Autism Spectrum Disorder in Children [4-12 years] / P Yashashwini Reddy, C Kishor Kumar Reddy, Kari Lippert, Sahithi Reddy -- Deep Learning Model for Resolution Enhancement of Biomedical Images for Biometrics / Dr. B. RaviKrishna, Dr. M. Vijay Reddy, Mukesh Soni, Prof. Haewon Byeon, Dr. Sagar Dhanraj Pande, Maher Ali Rusho -- Tackling The Complexities of Federated Learning / Raj Thakur, Shreyansh Patel, Neelesh Singh, Aaryan Barde, Snehlata Barde -- Revolutionizing Healthcare : The Impact of AI-Powered Sensors / Veenadhari Bhamidipaty, Durgananda Lahari Bhamidipaty, Indira Guntoory, KDP. Bhamidipaty, KP Iyengar, Bhuvan Botchu, Rajesh Botchu -- GAI and Deep Learning Based Medical Sensor Data Relationship Model for Health Informatics / Dr. Kirti Shukla, Dr. Pramod Kumar, Mukesh Soni, Prof. Haewon Byeon, Dr. Sagar Dhanraj Pande, Ismail Keshta -- Leveraging Generative Adversarial Networks for Image Augmentation in Deep Learning / Ravi Kumar, Akshay Kanwar, Amritpal Singh, Aditya Khamparia -- Exploring Trust and Mistrust Dynamics : Generative AI-Curated Narratives in Health Communication Media Content among Gen X / Seema Shukla, Babita Pandey, Devendra Kumar Pandey, Dr. Brijendra Pratap Mishra, Aditya Khamparia -- Generative Intelligence based Federated Learning Model for Brain Tumor Classification in Smart Health / Dr. Niladri Maiti, Dr. Riddhi Chawla, Aadam Quraishi, Mukesh Soni, Maher Ali Rusho, Dr. Sagar Dhanraj Pande -- AI based Emotion Detection system in healthcare for patient / Dr. Ati Jain, Dr. Amiyavardhan Jain -- Leveraging Process Mining for Enhanced Efficiency and Precision in Healthcare / Parth Sharma, Sohan Kumar, Tanay Falor, Rishik Gupta, Vanshika Singh Andotra, Om Dabral, Abhinav Upadhyay -- Revolutionizing Drug Discovery and Development : Harnessing the Power of Generative Artificial Intelligence / Antonio Lavecchia -- Medical Image Analysis and Morphology with Generative Artificial Intelligence for Biomedical and Smart Health Informatics / Dharmendra Dangi, Arish Mallick, Amit Bhagat, Dheeraj Dixit -- Machine Learning applications in the Prediction of Polycystic Ovarian Syndrome / Ardra Nair, Virrat Devaser, Komal Arora -- Diagnosis and Classification of Skin Cancer Using Generative Artificial Intelligence (Gen AI) / Niveditha N Reddy, Pooja Agarwal -- Secure Decentralized ECG Prediction : Balancing Privacy, Performance, and Heterogeneity / Bagesh Kumar, Sohan Kumar, Yash Vikram Singh Rathore, Akash Raj, Vanshika Singh Andotra, Rishik Gupta, Prakhar Shukla.
Abstract:
"Health informatics is the study and implementation of computer structures and algorithms to improve communication, understanding, and management of medical information. It can be viewed as branch of engineering and applied science"-- Provided by publisher.
Local Note:
John Wiley and Sons
Genre:
Electronic Access:
https://onlinelibrary.wiley.com/doi/book/10.1002/9781394280735Copies:
Available:*
Library | Material Type | Item Barcode | Shelf Number | Status | Item Holds |
|---|---|---|---|---|---|
Searching... | E-Book | 599683-1001 | R855.3 .G46 2025 | Searching... | Searching... |
