---
title: GNS Healthcare Blog | Julie Slezak
---
- [Blog](https://blog.gnshealthcare.com/)
- [Careers](https://www.gnshealthcare.com/careers/)
- [Twitter](https://twitter.com/gnshealthcare)
- [LinkedIn](https://www.linkedin.com/company/gns-healthcare/)
- [YouTube](https://www.youtube.com/channel/UC8RbKPCoi9Y-8BG_rEZEOXg)
[](https://www.gnshealthcare.com/)
- Solutions
- [REFS Platform](https://www.gnshealthcare.com/refs-platform/)
- [Subpopulations](https://www.gnshealthcare.com/subpopulations/)
- [Value-based Drug Models](https://www.gnshealthcare.com/value-based-drug-models/)
- [Intervention Optimization](https://www.gnshealthcare.com/intervention-optimization/)
- [Customized Modeling](https://www.gnshealthcare.com/customized-modeling/)
- Who We Serve
- [Biopharma](https://www.gnshealthcare.com/biopharma/)
- [Health Plans](https://www.gnshealthcare.com/health-plans/)
- [Foundations](https://www.gnshealthcare.com/foundations/)
- Results
- [The Power of Causal Machine Learning](https://www.gnshealthcare.com/the-power-of-causal-machine-learning/)
- [Journal Articles](https://www.gnshealthcare.com/journal-articles/)
- [Posters](https://www.gnshealthcare.com/posters/)
- [News & Events](https://www.gnshealthcare.com/news/)
- [Blog](https://blog.gnshealthcare.com/)
- [In the News](https://www.gnshealthcare.com/news/#news)
- [Events](https://www.gnshealthcare.com/news/#events)
- [Press Releases](https://www.gnshealthcare.com/news/#press-releases)
- [GNS Precision Medicine Forum](https://www.gnshealthcare.com/gns-precision-medicine-forum/)
- About Us
- [Leadership](https://www.gnshealthcare.com/leadership/)
- [Board of Directors](https://www.gnshealthcare.com/board-of-directors/)
- [Strategic Advisory Board](https://www.gnshealthcare.com/strategic-advisory-board/)
- [Our Culture](https://www.gnshealthcare.com/culture/)
- [Careers](https://www.gnshealthcare.com/careers/)
- [Contact](https://www.gnshealthcare.com/contact/)
- [Request Info](https://info.gnshealthcare.com/request-info-website)
- [Blog](https://blog.gnshealthcare.com/)
- [Careers](https://www.gnshealthcare.com/careers/)
## GNS Healthcare Blog
# GNS Healthcare Blog
## GNS Healthcare Primary Blog
By December 31, 1969
Mar 02
[](https://info.aitiabio.com/5-challenges-to-applying-ai-and-machine-learning-in-healthcare)
## [5 Challenges to Applying AI and Machine Learning in Healthcare](https://info.aitiabio.com/5-challenges-to-applying-ai-and-machine-learning-in-healthcare)
By [Julie Slezak](https://info.aitiabio.com/author/julie-slezak) | [Machine Learning](https://info.aitiabio.com/topic/machine-learning), [Big Data](https://info.aitiabio.com/topic/big-data), [Data Science](https://info.aitiabio.com/topic/data-science), [Artificial Intelligence](https://info.aitiabio.com/topic/artificial-intelligence)
While artificial intelligence and machine learning technologies hold plenty of promise in helping to improve patient outcomes and lower costs in health care, making effective use of these technologies requires expertise and experience in handling massive data sets and the tools that extract the right information to answer healthcare’s most difficult questions.
Julie Slezak, EVP of Clinical Analytics at GNS, highlights the key stumbling blocks she sees most often and how to overcome them. Following are five key challenges. Consider this a giant heads-up to anyone employing artificial...
[Read More](https://info.aitiabio.com/5-challenges-to-applying-ai-and-machine-learning-in-healthcare)
### Subscribe to the GNS Newsletter
Search:
Search
### Follow Us:
### Recent Posts:
### Categories:
- [AI (29)](https://info.aitiabio.com/topic/ai)
- [Precision Medicine (21)](https://info.aitiabio.com/topic/precision-medicine)
- [Artificial Intelligence (20)](https://info.aitiabio.com/topic/artificial-intelligence)
- [Machine Learning (20)](https://info.aitiabio.com/topic/machine-learning)
- [Future (13)](https://info.aitiabio.com/topic/future)
- [Big Data (12)](https://info.aitiabio.com/topic/big-data)
- [Healthcare (11)](https://info.aitiabio.com/topic/healthcare)
### Twitter
[Tweets by @gnshealthcare](https://twitter.com/gnshealthcare)
**About GNS Healthcare**
By leveraging the most powerful form of AI, called causal machine learning, we transform massive and diverse data streams to precisely match therapeutics, procedures, and care management interventions to individuals. We understand that in order to make precision medicine a reality, we need to discover and deliver insights that will cure disease and heal the healthcare system.
[Privacy Policy](https://www.gnshealthcare.com/privacy-policy)
**Contact Us**
196 Broadway
Cambridge, MA 02139
Email: [info@gnshealthcare.com](mailto:info@gnshealthcare.com)
Phone: 617.374.2300
- [Twitter](https://twitter.com/gnshealthcare)
- [LinkedIn](https://www.linkedin.com/company/gns-healthcare/)
- [YouTube](https://www.youtube.com/channel/UC8RbKPCoi9Y-8BG_rEZEOXg)
© GNS Healthcare 561 Windsor St. A200, Somerville, MA 02143 | 617-374-2300