کتاب هوش مصنوعی مولد برای انفورماتیک زیست‌پزشکی و سلامت هوشمند

Chapter 1 Generative AI in Wearables: Exploring the Impact of GANs, VAEs, and Transformers*
Chapter 2 Safeguarding Privacy and Security in AI‐Enabled Healthcare Informatics
Chapter 3 Generating Synthetic Medical Data Using GAI
Chapter 4 Automation of Drug Design and Development
Chapter 5 Autism Spectrum Disorder Diagnosis: A Comprehensive Review of Machine Learning Approaches
Chapter 6 Temporal Normalization and Brain Image Analysis for Early‐Stage Prediction of Attention Deficit Hyperactivity Disorder (ADHD)
Chapter 7 Sustainable Agriculture Through Advanced Crop Management: VGG16‐Based Tea Leaf Disease Recognition
Chapter 8 Advancing Colorectal Cancer Diagnosis: Integrating Synthetic Data and Machine Learning for Microbiome Analysis
Chapter 9 Recent Knowledge in Drug Design and Development: Automation and Advancement
Chapter 10 Machine Learning and Generative AI Techniques for Sentiment Analysis with Applications
Chapter 11 Use of AI with Optimization Techniques: Case Study, Challenges, and Future Trends
Chapter 12 Inclusive Role of Internet of (Healthcare) Things in Digital Health: Challenges, Methods, and Future Directions
Chapter 13 Generating Synthetic Medical Dataset Using Generative AI: A Case Study
Chapter 14 A Comprehensive Review of Cardiac Image Analysis for Precise Heart Disease Diagnosis Using Deep Learning Techniques
Chapter 15 Classification Methods of Deep Learning for Detecting Autism Spectrum Disorder in Children (4–۱۲ Years)
Chapter 16 Deep Learning Model for Resolution Enhancement of Biomedical Images for Biometrics
Chapter 17 Tackling the Complexities of Federated Learning
Chapter 18 Revolutionizing Healthcare: The Impact of AI‐Powered Sensors
Chapter 19 GAI and Deep Learning‐Based Medical Sensor Data Relationship Model for Health Informatics
Chapter 20 Leveraging Generative Adversarial Networks for Image Augmentation in Deep Learning
Chapter 21 Exploring Trust and Mistrust Dynamics: Generative AI‐Curated Narratives in Health Communication Media Content Among Gen X
Chapter 22 Generative Intelligence‐Based Federated Learning Model for Brain Tumor Classification in Smart Health
Chapter 23 AI‐Based Emotion Detection System in Healthcare for Patient
Chapter 24 Leveraging Process Mining for Enhanced Efficiency and Precision in Healthcare
Chapter 25 Transform Drug Discovery and Development With Generative Artificial Intelligence
Chapter 26 Medical Image Analysis and Morphology with Generative Artificial Intelligence for Biomedical and Smart Health Informatics
Chapter 27 Machine Learning Applications in the Prediction of Polycystic Ovarian Syndrome
Chapter 28 Diagnosis and Classification of Skin Cancer Using Generative Artificial Intelligence (Gen AI)
Chapter 29 Secure Decentralized ECG Prediction: Balancing Privacy, Performance, and Heterogeneity