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Diabetes is a chronic illness that affects the body’s ability to metabolize glucose, which is the sugar that provides energy to the body. Type 1 and type 2 diabetes are the two main types of the disease. The immune system of a person with type 1 diabetes attacks and destroys the pancreatic cells that make insulin, which causes blood sugar levels to rise. Type 1 diabetes symptoms include excessive thirst, frequent urination, extreme hunger, weight loss, fatigue, impaired vision, delayed healing, tingling or numbness in the hands and feet, and recurring infections. AI algorithms may be used to collect and analyze medical data to support early diagnosis and treatment. Typically developing in childhood or adolescence, type 1 diabetes can be managed with the injection of insulin or an insulin pump. A person with type 2 diabetes either develops an inability to use insulin or ceases making enough of it to regulate blood sugar levels.

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Diabetes Disease Using Deep Learning Classification in ANN

  • 会议论文

  • 发表日期：

    2026年

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  • Kamini Solanki,
  • Rahul Vaghela,
  • Jay Panchal,
  • Anjali Mahavar,
  • Jaimin Undavia,
  • Nilay Vaidya

摘要

Diabetes is a chronic illness that affects the body’s ability to metabolize glucose, which is the sugar that provides energy to the body. Type 1 and type 2 diabetes are the two main types of the disease. The immune system of a person with type 1 diabetes attacks and destroys the pancreatic cells that make insulin, which causes blood sugar levels to rise. Type 1 diabetes symptoms include excessive thirst, frequent urination, extreme hunger, weight loss, fatigue, impaired vision, delayed healing, tingling or numbness in the hands and feet, and recurring infections. AI algorithms may be used to collect and analyze medical data to support early diagnosis and treatment. Typically developing in childhood or adolescence, type 1 diabetes can be managed with the injection of insulin or an insulin pump. A person with type 2 diabetes either develops an inability to use insulin or ceases making enough of it to regulate blood sugar levels.