کتاب AI Models for Analyzing Health-Related Concepts in the Qur’an and Contemporary Medicine

Chapter 1 4
Framing Health as a Multidimensional Intelligence 4
Health as a Conceptual Bridge Between Revelation and Science 4
From Text to Diagnosis: Why Health Requires Intelligent 7
Interpretation 7
The Qur’anic View of the Human Being as a System 10
Modern Medicine’s Fragmentation of Health Concepts 13
The Need for Intelligent Models to Reconnect Meaning and Measurement 15
Chapter 2 18
Linguistic Patterns of Health and Illness in the Qur’an 18
Core Arabic Roots Related to Health, Disease, and Healing 18
Semantic Fields of Physical, Mental, and Spiritual Well being 20
Contextual Variations of Health Related Verses 22
Metaphorical vs. Physiological Language in the Qur’an 24
Challenges of Translating Qur’anic Health Concepts into Data 25
Chapter 3 28
Foundations of Artificial Intelligence for Textual Analysis 28
Evolution of AI Models in Language Understanding 28
Symbolic vs. Statistical Approaches in Text Analysis 31
Machine Learning and Meaning Extraction 34
Limitations of AI in Sacred Text Interpretation 36
Ethical Boundaries of Automated Religious Analysis 39
Chapter 4 41
Data Preparation for Qur’anic and Medical Texts 41
Digitization and Structuring of Qur’anic Texts 41
Medical Literature as a Comparative Dataset 42
Annotation Strategies for Health Concepts 44
Noise, Bias, and Ambiguity in Religious and Medical Data 47
Validation of Datasets for Cross Disciplinary Research 49
Chapter 5 52
Concept Mapping Between Qur’anic Health and Modern Medicine 52
Identifying Shared Conceptual Domains 52
Physical Health: Body, Nutrition, and Disease 53
Mental Health: Stress, Fear, and Psychological Balance 55
Social Health: Community, Responsibility, and Care 56
Spiritual Health as a Missing Variable in Modern Models 58
Chapter 6 61
AI Models for Semantic and Conceptual Alignment 61
Natural Language Processing Techniques for Concept Matching 61
Ontology Based Models for Health Knowledge Representation 63
Deep Learning Approaches to Semantic Similarity 64
Hybrid Models Combining Linguistics and Medicine 66
Evaluating Alignment Accuracy and Interpretability 68
Chapter 7 71
Case Studies in AI Based Health Analysis 71
Disease Prevention in Qur’anic Discourse and Public Health 71
Mental Well being and Anxiety: A Comparative Analysis 73
Nutrition and Moderation Across Textual Traditions 75
Healing and Recovery: Divine and Clinical Perspectives 77
Lessons Learned from Model Performance 79
References 83