--- title: "Healthcare AI Blog: AI and ML in Healthcare | Montefiore" description: "Montefiore | The Cognome blog: Insights on healthcare AI, machine leaning healthcare systems, clinical decision support, and AI governance." image: https://cognome.com/hubfs/cognome%20logo%20icon%20w%20background.png --- [Skip to content](https://cognome.com/blog/tag/montefiore#main-content) [![Smarter Safer Secure AI for Healthcare](https://cognome.com/hs-fs/hubfs/Smarter%20Safer%20Secure%20AI%20for%20Healthcare.png?width=2000&height=600&name=Smarter%20Safer%20Secure%20AI%20for%20Healthcare.png)](https://cognome.com/) - AI Governance Show submenu for AI Governance - [AI Sniffer™](https://cognome.com/ai-sniffer) - [ExplainerAI™](https://cognome.com/en-us/explainerai-new) - [Data Services](https://cognome.com/ai-ml-services) Show submenu for Data Services - [OMOP Transforms](https://cognome.com/ai-ml-services) - [Self-Service for Research](https://cognome.com/solutions-for-research) - [AutoChart™ - Quality and Population Health](https://cognome.com/autochart) - Insights Show submenu for Insights - [About](https://cognome.com/our-story) - [Blog](https://cognome.com/blog) - [The Learning Health System Podcast](https://cognome.com/learning-health-system-podcast) - [Published Research](https://cognome.com/peer-reviewed-research) - [Partner Login](https://partners.cognome.com/) Open main navigation Close main navigation - AI Governance Show submenu for AI Governance - [AI Sniffer™](https://cognome.com/ai-sniffer) - [ExplainerAI™](https://cognome.com/en-us/explainerai-new) - [Data Services](https://cognome.com/ai-ml-services) Show submenu for Data Services - [OMOP Transforms](https://cognome.com/ai-ml-services) - [Self-Service for Research](https://cognome.com/solutions-for-research) - [AutoChart™ - Quality and Population Health](https://cognome.com/autochart) - Insights Show submenu for Insights - [About](https://cognome.com/our-story) - [Blog](https://cognome.com/blog) - [The Learning Health System Podcast](https://cognome.com/learning-health-system-podcast) - [Published Research](https://cognome.com/peer-reviewed-research) - [Partner Login](https://partners.cognome.com/) - [Contact us](https://cognome.com/contact-us) [Contact us](https://cognome.com/contact-us) # Healthcare AI Insights # *From Inside the Health System* We write about the real challenges of deploying, governing, and scaling AI in health systems — from **clinical safety and model governance** to **Zero Trust security frameworks** and the regulatory landscape shaping what responsible AI looks like in care delivery. Our perspectives come from practitioners who have built and run AI inside leading academic health systems, not from the sidelines. [![](https://cognome.com/hubfs/AI-Generated%20Media/Images/The%20image%20depicts%20a%20modern%20healthcare%20facility%20bustling%20with%20activity.jpeg)](https://cognome.com/blog/going-beyond-atlas) ## [Going Beyond Atlas: Building a Learning Health System](https://cognome.com/blog/going-beyond-atlas) ![Picture of James Green](https://cognome.com/hs-fs/hubfs/Jame%20Green.png?width=50&name=Jame%20Green.png) [James Green](https://cognome.com/blog/author/james-green) Jan 13, 2025, 5:11:23 PM [Read more](https://cognome.com/blog/going-beyond-atlas) [![](https://cognome.com/hubfs/Accordion-images/Academic%20Research.jpeg)](https://cognome.com/blog/harnessing-a-suite-of-models-to-transform-outcomes-operations) ## [Harnessing a Suite of Models to Transform Outcomes & Operations](https://cognome.com/blog/harnessing-a-suite-of-models-to-transform-outcomes-operations) ![Picture of Dr. Selvin Soby](https://cognome.com/hs-fs/hubfs/Selvin%20Soby%2c%20PharmD.png?width=50&name=Selvin%20Soby%2c%20PharmD.png) [Dr. Selvin Soby](https://cognome.com/blog/author/dr-selvin-soby) Aug 14, 2024, 1:15:11 PM [Read more](https://cognome.com/blog/harnessing-a-suite-of-models-to-transform-outcomes-operations) [![](https://cognome.com/hubfs/Blog%20Image.png)](https://cognome.com/blog/introducing-cognome-ai-platform-in-2018) ## [Introducing Cognome’s AI Platform... in 2018!](https://cognome.com/blog/introducing-cognome-ai-platform-in-2018) ![Picture of James Green](https://cognome.com/hs-fs/hubfs/Jame%20Green.png?width=50&name=Jame%20Green.png) [James Green](https://cognome.com/blog/author/james-green) Aug 14, 2024, 10:18:59 AM [Read more](https://cognome.com/blog/introducing-cognome-ai-platform-in-2018) ## Drive people to your products and services Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Learn more - [AI Sniffer](https://cognome.com/ai-sniffer) - [OMOP Transforms](https://cognome.com/ai-ml-services) - [Self Service for Research](https://cognome.com/solutions-for-research) - [AutoChart](https://cognome.com/autochart) - [Privacy Policy](https://cognome.com/en-us/privacy-policy) **COGNOME** - *Smarter, Safer, Secure AI for Healthcare*.  Follow us on [Linked In](https://www.linkedin.com/company/cognome) 800 N King Street, Suite 304 1586, Wilmington DE 19801 USA. © 2018-2026 Cognome, Inc. All rights reserved