# Healthcare and Life Sciences

Published articles for Healthcare and Life Sciences.

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## Improving HCLS AI reasoning with open-source agent skills

DevFeed: [Improving HCLS AI reasoning with open-source agent skills](<https://devfeed.tech/articles/improving-hcls-ai-reasoning-with-open-source-agent-skills-31521.md>)

Original publisher: [Read original article](<https://aws.amazon.com/blogs/machine-learning/improving-hcls-ai-reasoning-with-open-source-agent-skills/>)

Author: Michael Hsieh

Published: 2026-09-16T19:00:00Z

Content type: article

Language: en

Sources: [Artificial Intelligence](<https://devfeed.tech/sources/artificial-intelligence.md>)

Topics: [Agent Skills](<https://devfeed.tech/topics/agent-skills.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [foundation-models](<https://devfeed.tech/topics/foundation-models.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>), [Bioinformatics](<https://devfeed.tech/topics/bioinformatics.md>), [Medical imaging](<https://devfeed.tech/topics/medical-imaging.md>)

Tags: [agent-skills](<https://devfeed.tech/tags/agent-skills.md>), [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [amazon-bedrock](<https://devfeed.tech/tags/amazon-bedrock.md>), [amazon-quick-suite](<https://devfeed.tech/tags/amazon-quick-suite.md>), [announcements](<https://devfeed.tech/tags/announcements.md>), [artificial-intelligence](<https://devfeed.tech/tags/artificial-intelligence.md>), [foundation-models](<https://devfeed.tech/tags/foundation-models.md>), [generative-ai](<https://devfeed.tech/tags/generative-ai.md>), [healthcare](<https://devfeed.tech/tags/healthcare.md>), [healthcare-and-life-sciences](<https://devfeed.tech/tags/healthcare-and-life-sciences.md>), [intermediate-200](<https://devfeed.tech/tags/intermediate-200.md>), [kiro](<https://devfeed.tech/tags/kiro.md>), [life-sciences](<https://devfeed.tech/tags/life-sciences.md>), [medical-imaging](<https://devfeed.tech/tags/medical-imaging.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [strands-agents](<https://devfeed.tech/tags/strands-agents.md>)

### AI overview

This post presents 38 open-source agent skills spanning 11 healthcare and life sciences domains. The skills encode domain decision procedures for AI agents, and the reported evaluation found a 70-86% head-to-head win rate over agents without the skills.

### Source excerpt

AI agents on foundation models often misapply healthcare and life sciences decision frameworks, citing the right guideline but applying it incorrectly. This post shares 38 open-source agent skills across 11 HCLS domains that close this gap, with installation steps, three worked use cases, and a 410-prompt evaluation showing a 70-86% win rate.

## Children's Hospital of Philadelphia Uses Open Source AI and MONAI to Model Pediatric Hearts

DevFeed: [Children's Hospital of Philadelphia Uses Open Source AI and MONAI to Model Pediatric Hearts](<https://devfeed.tech/articles/heart-of-the-matter-how-a-major-children-s-hospital-uses-open-source-nvidia-ai-for-cardiac-care-26608.md>)

Original publisher: [Read original article](<https://blogs.nvidia.com/blog/childrens-hospital-open-source-ai-cardiac-care/>)

Author: Isha Salian

Published: 2026-09-15T09:00:42Z

Content type: news

Language: en

Sources: [NVIDIA Blog](<https://devfeed.tech/sources/nvidia-blog.md>)

Topics: [MONAI](<https://devfeed.tech/topics/monai.md>), [Medical imaging](<https://devfeed.tech/topics/medical-imaging.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>), [Machine learning](<https://devfeed.tech/topics/machine-learning.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-for-good](<https://devfeed.tech/tags/ai-for-good.md>), [healthcare-and-life-sciences](<https://devfeed.tech/tags/healthcare-and-life-sciences.md>), [machine-learning](<https://devfeed.tech/tags/machine-learning.md>), [medical-imaging](<https://devfeed.tech/tags/medical-imaging.md>), [monai](<https://devfeed.tech/tags/monai.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [openusd](<https://devfeed.tech/tags/openusd.md>), [robotics](<https://devfeed.tech/tags/robotics.md>), [simulation](<https://devfeed.tech/tags/simulation.md>), [software](<https://devfeed.tech/tags/software.md>)

### AI overview

Children's Hospital of Philadelphia uses open source AI tools built on MONAI to generate anatomically precise pediatric heart models from medical images in seconds. Its teams are applying machine learning to support care for children with congenital heart disease.

### Source excerpt

Children's Hospital of Philadelphia is using open source AI tools to model children's hearts in seconds -- with the goal of enabling safer, more precise care for kids with congenital heart disease.

## How Flywheel Accelerates Deployments using Teleport

DevFeed: [How Flywheel Accelerates Deployments using Teleport](<https://devfeed.tech/articles/how-flywheel-accelerates-deployments-using-teleport-29649.md>)

Original publisher: [Read original article](<https://goteleport.com/blog/flywheel-accelerates-biomedical-deployment/>)

Author: info@goteleport.com (Nate Magee)

Published: 2022-10-19T00:00:00Z

Content type: article

Language: en

Sources: [Teleport](<https://devfeed.tech/sources/teleport.md>)

Topics: [Deployment](<https://devfeed.tech/topics/deployment.md>), [Security](<https://devfeed.tech/topics/security.md>), [Virtual Private Network](<https://devfeed.tech/topics/vpn.md>), [Development](<https://devfeed.tech/topics/development.md>)

Tags: [compliance](<https://devfeed.tech/tags/compliance.md>), [credentials](<https://devfeed.tech/tags/credentials.md>), [customer](<https://devfeed.tech/tags/customer.md>), [deployment](<https://devfeed.tech/tags/deployment.md>), [development](<https://devfeed.tech/tags/development.md>), [env-file-security](<https://devfeed.tech/tags/env-file-security.md>), [healthcare-and-life-sciences](<https://devfeed.tech/tags/healthcare-and-life-sciences.md>), [security](<https://devfeed.tech/tags/security.md>), [vpn](<https://devfeed.tech/tags/vpn.md>), [workflows](<https://devfeed.tech/tags/workflows.md>)

### AI overview

Flywheel uses Teleport to accelerate secure access and offboarding for biomedical and healthcare customers. The article reports that offboarding time fell from several weeks to 20 minutes, while just-in-time access requests reduced manual support and credential-entry work.

### Source excerpt

An overview for how Flywheel accelerated it's deployment for Biomedical Researchers by using Teleport.