IINTS was selected to represent Belgium at the European Union Contest for Young Scientists.
IINTS-SDK
An open research platform to explore, test, and demystify the technology behind automated insulin delivery.
Understanding the "Recipe"
An algorithm is simply a recipe: a set of rules. In a standard pump, you set the rules (e.g., "deliver 2 units for this meal"). In a smart pump, the computer attempts to determine the rules itself based on your glucose levels.
The "Black Box" Problem
Commercial pump algorithms are usually proprietary. While you see the outcome, the insulin being delivered, you often don't understand why the decision was made.
- Hidden Logic: You lack insight into the actual decision-making process.
- Trial & Risk: You cannot safely experiment with how the system reacts to stress or exercise.
IINTS-AF: The Research SDK
IINTS-AF is a comprehensive Software Development Kit (SDK). It provides an independent research framework that allows developers and academics to build, test, and evaluate AI algorithms within a safe, deterministic environment.
Global Data Access & Integration
Before an algorithm ever controls a real pump, it must be evaluated against diverse, real-world physiological data. The IINTS-AF SDK features a built-in Data Registry, allowing researchers to prepare, import, or benchmark supported datasets when researchers have access, including the Jaeb Center AIDE T1D, Tidepool Big Data Donation, and the OpenAPS Data Commons. Every dataset in the registry is MDMP-certified, provenance-tracked, cryptographically fingerprinted, and license/consent metadata is recorded when available, and traceable to its source. Before an algorithm ever sees training data, MDMP guarantees its integrity and source verification.
Data You Can Trust
IINTS-AF uses MDMP (Medical & Machine Data Management Protocol) to certify every dataset used in simulation. MDMP provides cryptographic proof that training data is what it claims to be: unmodified, provenance-tracked, and license/consent metadata is recorded when available. No black boxes in the data layer either.
Built for Developers & Researchers
Getting started with medical AI research shouldn't take weeks. With IINTS-AF, it takes seconds.
One-Command Install
Instantly set up the complete environment including safety engines and simulators.
Instant Data
Built-in connectors for the world's leading T1D datasets.
Deterministic Testing
Run thousands of simulations to find edge-case bugs before they reach a patient.
"IINTS-AF represents a shift toward explainable autonomous insulin delivery research, where human safety logic serves as the final authority over artificial intelligence."