Advancements and Challenges in AI and ML-Based Applications for Diabetic Neuropathy: Current State and Future Directions

Diabetic neuropathy, a common complication of diabetes mellitus, significantly impacts the quality of life for millions of individuals worldwide. It is characterized by nerve damage that can lead to pain, numbness, and impaired functionality in affected individuals. With the rise of artificial intelligence (AI) and machine learning (ML) technologies, there has been a growing interest in utilizing these techniques to enhance the diagnosis, prediction, and management of diabetic neuropathy. This research paper aims to explore the current state of AI and ML applications in diabetic neuropathy, highlighting advancements, challenges, and future directions.