.. Gesundai documentation master file, created by
   sphinx-quickstart on Fri Oct 18 13:25:00 2024.
   You can adapt this file completely to your liking, but it should at least
   contain the root `toctree` directive.

GESUND AI 👋
-----------------------

A CRO platform for clinical-grade AI
Train. Validate. Secure clearance.
Gesund.ai orchestrates the AI as-a-Medical Device lifecycle, providing privacy-centered access to diverse yet standardized medical data sources, and a unique analytical toolbox that fosters clinical validation, regulatory clearance and effective marketing

How it works? 
----------------
Standardized, unified and diversified data customized for your ML needs and regulatory requirements Gesund assesses model validation needs and provides a suitable mix of high-quality data from its multiple and diverse clinical partner sites
Model owner shares clinical study with Gesund for curation of appropriate dataset(s), and uploads their model onto Gesunds federated validation platform, which resides on hospital premise or private cloud.
Model runs against a previously unseen validation data set that has been curated on the hospital side.
Model accuracy metrics are produced and displayed on the Gesund platform for further examination with respect to patient characteristics, scenario analyses and stress testing.
The model insights are exported into a report for the model owner to supplement their regulatory submission.

.. toctree::
   :maxdepth: 2
   :caption: Contents:

   user_guide.md
   validation_metrics.md
   platform_integrations.md
   api.md
   changelog.md

Apache 2.0 License
--------------------
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at

    http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.