# The Future of Healthcare Is Connected & Data-Driven

Omar Ford

and

mddonline.com

November 30, 2022

[Healthcare](https://www.ketryx.com/learn/blog?tag=healthcare)

## Table of Contents

[Section link](https://www.ketryx.com/blog/the-future-of-healthcare-is-connected-data-driven#)

[_This article originally appeared in MD+DI on November 30, 2022._](https://www.mddionline.com/software/the-future-of-healthcare-is-connected-data-driven)

SANTA CLARA, CA - The opening keynote for BIOMEDevice Silicon Valley was well-attended and the topic was indeed a concerning – Developing Cloud-Based Software in a Changing Regulatory Environment.

Erez Kaminski, CEO and founder of Ketryx, a company that creates software development tools for regulated industries, delivered the opening keynote and challenged the audience to think about the combination of software and medical devices.

Creating safety-critical artificial intelligence and machine learning (AI/ML) applications in the face of changing FDA regulations is a prominent challenge facing manufacturers and regulators. While AI/ML promises to provide newer, smarter solutions for software in medical devices and biotechnology applications, its statistical nature presents challenges from a safety and validation perspective and requires subject matter expertise and purpose-built solutions to comply with FDA regulations.

New approaches to software development and understanding upcoming changes with FDA, including precertification, can improve a team's chances of building a successful, safe product that improves patient care and healthcare outcomes.

[Read the full article](https://www.mddionline.com/software/future-healthcare-connected-data-driven)

### Interview transcript

Omar Ford

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