GinDee Food & Nutrition AI
Multimodal AI to help both patients and physicians achieve better lifestyle modification outcomes.
Challenges
Limited dietary information for both doctors and patients to achieve better health outcomes
GinDee Food AI
Better patient’s lifestyle modification and empower doctor for comprehensive. analysis and recommendation.
Personalized nutrition and dietary insights for patients
With Large Vision Models and Chatbot LLM, Gindee provides personalized nutrition insightful information, visualizations and chatbot to help patients during their lifestyle modification.
Comprehensive dietary dashboard and analysis for doctors
Provide a dashboard that visualizes patients’ eating history. AI analyzes all data to provide doctors with actionable lifestyle modification guidance, making consultations more effective and comprehensive.
Ready-to-integrate hospital services such as doctor or dietitian consultation
GinDee integrates with hospital care services, providing doctor and dietitian consultations. It enables hospitals to expand the whole new lifestyle modification services with AI technology and features.
86%
Acuracy based on results from testing on the standard Nutrition5k dataset, mostly non-Thai dishes
Model accuracy will be enhanced with over 80,000 user-corrected food entries
170,000
Users in GinDee community with MAU over 1,000,000 transactions including LVM and chats.
1M
Thai food images for continuous model training and fine-tuning.
Lab Result Integration
Integrates patient lab results via file uploading into the GinDee, providing more comprehensive and accurate recommendation.
Use case
New Hospital Services for Weight Loss and NCD Patient Care, Supported by GinDee
Background
Our Client Background
A large private hospital aimed at enhancing its health services for weight loss and non-communicable diseases (NCD) management by integrating technology to provide personalized care.
Challenge
The hospital faced challenges in tracking patients’ eating habits, providing personalized dietary recommendations, and offering continuous monitoring to improve long-term outcomes for patients dealing with weight management and NCDs.
Our Solutions
How It Works
Large Vision Model: Patients use "Snap Your Meal" to track meals, receiving personalized nutrition feedback. Visualization: GinDee converts patients’ food logs into detailed visual graphs to monitor dietary habits and progress over time. Chatbot: Analyzes and summarizes patients' data, providing insights for doctors and healthcare staff. Doctor Dashboard & AI Analysis: Tracks patients’ eating behaviors and integrates lab results to offer lifestyle modification suggestions and advanced recommendations for doctors during consultations.
Results
Large Vision Model: Patients use "Snap Your Meal" to track meals, receiving personalized nutrition feedback. Visualization: GinDee converts patients’ food logs into detailed visual graphs to monitor dietary habits and progress over time. Chatbot: Analyzes and summarizes patients' data, providing insights for doctors and healthcare staff. Doctor Dashboard & AI Analysis: Tracks patients’ eating behaviors and integrates lab results to offer lifestyle modification suggestions and advanced recommendations for doctors during consultations.
Frequently Asked Questions
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