Responsible AI and MLOps for Healthcare
As healthcare data volume increases, the use of data-centric AI is crucial to effectively speed up time-to-value, improve model accuracy, and accelerate model performance.
Create a faster and more efficient
digitized healthcare system
With the help of Seldon, healthcare organizations can improve the efficiency and accuracy of their predictive models, leading to better patient outcomes and cost savings. By implementing a robust MLOps strategy, such as continuous integration and delivery, the healthcare industry can stay at the forefront of data-driven decision-making and improve patient care.
Seldon is the Healthcare Industry leaders' choice
Why use Seldon in the Healthcare industry?
- Enhanced patient health outcomes through data analysis
- Increased efficiency and reduced costs with automation
- Improved compliance through structured process
Take back control of your time
The AI in healthcare market is increasing at a growth rate of 37 percent from 2022 to 2030. The technology has the potential to lead to more accurate diagnoses, better care, and less time spent by healthcare professionals on administrative tasks which in turn enables more time spent on interacting and treating patients.”
Improve Patient Outcomes
Analyze vast amounts of medical data to identify patterns that may go unnoticed by healthcare professionals. Achieve earlier and more accurate diagnoses, so you can determine the best course of action for each patient. As a result, quality of life is improved for both patients and HCPs.
Optimize Clinical Workflows
Improve overall cost efficiency by creating standardized processes that reduce errors and inconsistencies. Use algorithms to identify areas where resources are being underutilized such as unnecessary tests or procedures. Free your team’s valuable time to focus on higher-level responsibilities by automating routine tasks.
Proactive AI Risk Management
There are several ethical and regulatory challenges with the use of artificial intelligence in healthcare. With Seldon, compliance and control is made simple with granular user management and role based access. We make it easy to assess audit trails and map out any technical functionality or governance risks.
"Seldon has made a huge difference to how we scale and deploy our inference ecosystem."
Sash Stasyk
MLOps Engineering Team Lead
Read our case study on how Exscientia reduced the time it
takes to monitor and prepare models from days to hours.
Healthcare Industry Resources
Unlock the power of MLOps with Seldon
Book your demo and see how Seldon can help you:
- Deploy models into production 85% faster
- Monitor for drift, bias, accuracy and performance
- Explain model outcome and understand predictions
- Manage ML pipelines across teams
- Comply with global regulation on AI fairness and transparency
Join the world's most advanced health organizations and use Seldon for MLOps and AI Trust.
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