Related Experiment Video
Updated: Aug 8, 2026
12:08
Improving IV Insulin Administration in a Community Hospital
Published on: June 11, 2012
Computer-planned menus for patients with diabetes mellitus
Diabetes Care
|November 1, 1980
Summary
A new computer program plans personalized menus for diabetic patients, incorporating food preferences and dietary needs. This tool aids in daily meal planning, nutrient tracking, and diabetes management education.
Area of Science:
- Computer Science
- Nutrition Science
- Health Informatics
Background:
- Diabetes management requires careful dietary planning.
- Traditional menu planning can be time-consuming and may not fully accommodate individual preferences.
- Automated solutions can improve efficiency and personalization in dietary interventions.
Purpose of the Study:
- To develop and evaluate a computer program for generating personalized menus for diabetic patients.
- To integrate patient-specific dietary prescriptions, meal patterns, and food preferences into menu planning.
- To provide comprehensive output including daily menus, nutrient summaries, and shopping lists.
Main Methods:
- A computer program was developed using a food selection algorithm combining patient preferences and randomization.
- An integer programming algorithm was employed to determine food item quantities, ensuring adherence to dietary prescriptions.
- Input parameters included diet prescription, usual meal patterns, and food preferences.
Main Results:
- The program successfully generates daily menus tailored to individual diabetic patients.
- Menus include food names, quantities, exchange information, calories, and space for recording exchanges.
- Output also provides weekly nutrient summaries and shopping lists.
Conclusions:
- The developed computer program offers a practical tool for creating varied and personalized menus for diabetic individuals.
- The program serves as a diet plan, an instructional model for the exchange concept, and a diabetic diary.
- Automated menu planning can enhance patient adherence and support effective diabetes self-management.
Related Concept Videos
01:15Diabetes: Management and Pharmacotherapy
The therapy for diabetes aims to alleviate hyperglycemia-related symptoms, prevent acute metabolic decompensation, and reduce chronic end-organ complications. Glycemic control is evaluated through short-term (self-monitoring, continuous glucose monitoring) and long-term (A1c, fructosamine) metrics, enabling near real-time tracking of blood glucose levels and reflecting glycemic control over specific time frames.
Insulin remains the cornerstone of treatment for most patients with type 1 and many...
Insulin remains the cornerstone of treatment for most patients with type 1 and many...
01:16Insulin: Dosing Regimen and Adverse Effects
Insulin-replacement therapy usually includes both long-acting insulin (basal) and short-acting insulin (to cater to postprandial needs). In a diverse group of type 1 diabetes patients, the average daily insulin dose is typically 0.5-0.7 units/kg body weight. However, obese patients and pubertal adolescents may need more due to insulin resistance.
The basal dose constitutes about 40%-50% of the total daily dose, with the rest as premeal insulin. The mealtime insulin dose should mirror...
The basal dose constitutes about 40%-50% of the total daily dose, with the rest as premeal insulin. The mealtime insulin dose should mirror...
01:26Diabetes Mellitus: Introduction
Diabetes mellitus consists of chronic metabolic disorders characterized by persistent hyperglycemia. This elevated blood glucose results from defects in insulin secretion, impaired insulin action, or both. Insulin, produced by pancreatic β-cells, is essential for maintaining glucose homeostasis by facilitating cellular glucose uptake for energy or storage. Disruptions in insulin production or function lead to glucose accumulation in the bloodstream, causing the clinical features and long-term...
01:12Type I Diabetes I: Introduction
Type 1 diabetes mellitus is a chronic metabolic disorder characterized by an absolute deficiency of insulin resulting from the autoimmune destruction of pancreatic β-cells. Although it can occur at any age, it is most commonly diagnosed in childhood, adolescence, or early adulthood. The loss of insulin production impairs cellular glucose uptake, resulting in persistent hyperglycemia and necessitating lifelong insulin therapy.Autoimmune Destruction of β-CellsThe hallmark of type 1 diabetes is an...
01:26Type II Diabetes I: Introduction
Type 2 diabetes mellitus (T2DM) is a chronic metabolic disorder characterized by insulin resistance, in which target tissues such as the liver, muscle, and adipose tissue respond poorly to insulin. It is also associated with inadequate compensatory insulin secretion, where pancreatic β-cells fail to produce sufficient insulin. Together, these abnormalities lead to persistent hyperglycemia.EtiologyT2DM develops through a complex interaction of genetic predisposition and environmental or...
01:22Complications of Diabetes Mellitus
Diabetes mellitus is a chronic metabolic disorder characterized by persistent hyperglycemia due to insulin deficiency, resistance, or both. Prolonged hyperglycemia disrupts metabolic homeostasis and leads to acute and chronic complications.Acute ComplicationsAcute complications result from sudden metabolic imbalance.Diabetic ketoacidosis (DKA) mainly appears in type 1 diabetes but may also develop in type 2 diabetes, particularly under extreme stress. It arises from severe insulin deficiency,...