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Development of a mobile application for early detection of skin cancer using artificial intelligence

 

Table Of Contents


Chapter 1

: Introduction 1.1 Introduction
1.2 Background of Study
1.3 Problem Statement
1.4 Objectives of Study
1.5 Limitations of Study
1.6 Scope of Study
1.7 Significance of Study
1.8 Structure of the Thesis
1.9 Definition of Terms

Chapter 2

: Literature Review 2.1 Overview of Skin Cancer
2.2 Current Methods for Skin Cancer Detection
2.3 Artificial Intelligence in Dermatology
2.4 Mobile Applications for Healthcare
2.5 Importance of Early Detection in Skin Cancer
2.6 Challenges in Skin Cancer Diagnosis
2.7 Previous Studies on AI in Dermatology
2.8 Ethical Considerations in AI Healthcare Applications
2.9 Impact of Skin Cancer on Public Health
2.10 Future Trends in Dermatology Research

Chapter 3

: Research Methodology 3.1 Research Design
3.2 Data Collection Methods
3.3 Data Analysis Techniques
3.4 Sample Population
3.5 Research Instruments
3.6 Ethical Considerations
3.7 Data Validation Methods
3.8 Research Limitations

Chapter 4

: Discussion of Findings 4.1 Analysis of Data
4.2 Comparison with Existing Methods
4.3 Interpretation of Results
4.4 Discussion on AI Performance
4.5 Implications of Findings
4.6 Recommendations for Practice
4.7 Future Research Directions

Chapter 5

: Conclusion and Summary 5.1 Summary of Findings
5.2 Conclusion
5.3 Contributions to Knowledge
5.4 Practical Implications
5.5 Recommendations for Future Work

Thesis Abstract

Abstract
Skin cancer is a significant public health concern worldwide, with early detection being crucial for successful treatment and outcomes. The advancement of artificial intelligence (AI) technologies has provided new opportunities for improving the early detection of skin cancer through mobile applications. This thesis presents the development of a mobile application that utilizes AI algorithms for the early detection of skin cancer. The research begins with a comprehensive introduction that highlights the background of the study, problem statement, objectives, limitations, scope, significance, structure of the thesis, and definition of key terms. The literature review in Chapter Two provides a detailed examination of existing research on skin cancer detection, AI applications in dermatology, and the use of mobile technology for healthcare purposes. Chapter Three outlines the research methodology employed in developing the mobile application, including data collection methods, AI algorithm selection, software development process, testing procedures, and evaluation criteria. The chapter also discusses ethical considerations and potential challenges faced during the research process. In Chapter Four, the findings of the study are presented and discussed in detail. The performance of the developed mobile application in detecting skin cancer is evaluated based on accuracy, sensitivity, specificity, and other relevant metrics. The results are compared with existing methods and technologies to assess the efficacy of the AI-powered mobile application. The conclusion and summary in Chapter Five provide a comprehensive overview of the research findings, implications for clinical practice, limitations of the study, and recommendations for future research. The mobile application developed in this study demonstrates promising potential for improving the early detection of skin cancer, thereby contributing to better patient outcomes and healthcare delivery. Overall, this thesis contributes to the growing body of literature on the application of AI in dermatology and healthcare, highlighting the importance of leveraging technology for early disease detection and management. The development of a mobile application for skin cancer detection using AI represents a significant advancement in the field, with the potential to enhance healthcare accessibility, affordability, and effectiveness.

Thesis Overview

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