
research
research
Apr 18, 2025
Apr 18, 2025
Deep‑Learning Model Outperforms Clinicians in Oncology Dosing
Peer‑reviewed study comparing model vs. clinician accuracy across 1,200 cases.
Dr. Laura Chen
Dr. Laura Chen
12 min
12 min
Introduction
Digital therapeutics (DTx) — software-driven interventions that prevent, manage, or treat disease — are reshaping healthcare delivery. However, regulatory frameworks for these tools vary widely across jurisdictions, creating uncertainty for innovators.
This article explores key regulatory trends and provides actionable insights for DTx companies aiming to succeed in global markets.
Evolving Standards in the United States
The U.S. Food and Drug Administration (FDA) has been proactive in adapting policies for digital health:
Pre-Certification Pilot Program: Aims to streamline approvals for software-as-a-medical-device (SaMD).
AI/ML Action Plan: Sets expectations for adaptive algorithms and real-world learning.
Companies should monitor updates to FDA Digital Health Guidance to align their development roadmaps with regulatory expectations.
Navigating European Union MDR
In the EU, digital therapeutics are now subject to the Medical Device Regulation (MDR), which introduces:
Stricter classification of SaMD
Expanded clinical evidence requirements
Post-market surveillance obligations
Failure to comply can delay market access and create legal risks.
Compliance Roadmap for Innovators
Engage Regulators Early
Initiate dialogue with relevant authorities during product development.Design for Transparency
Prioritize explainable AI and clear documentation to support regulatory review.Plan for Lifecycle Management
Address how the product will evolve post-launch while maintaining compliance.
Looking Ahead
As DTx matures, global regulatory convergence may emerge — but for now, companies must navigate a patchwork of local rules. Early planning and strategic partnerships will be key to success.
Conclusion
The regulatory landscape for digital therapeutics is complex but navigable. Companies that invest in regulatory intelligence and proactive engagement will be well-positioned to lead in this exciting new era of digital health.
Other Articles
Stay Current on
AI‑Powered Healthcare







research
Author:
Dr. Laura Chen
Deep‑Learning Model Outperforms Clinicians in Oncology Dosing

research
Author:
Dr. Laura Chen
Deep‑Learning Model Outperforms Clinicians in Oncology Dosing

research
Author:
Dr. Laura Chen
Deep‑Learning Model Outperforms Clinicians in Oncology Dosing

whitepaper
Author:
Marcus Patel, MBA
The ROI of Precision Medicine: A 2025 Cost‑Benefit Analysis

whitepaper
Author:
Marcus Patel, MBA
The ROI of Precision Medicine: A 2025 Cost‑Benefit Analysis

whitepaper
Author:
Marcus Patel, MBA
The ROI of Precision Medicine: A 2025 Cost‑Benefit Analysis
Take the Next Step
Book a Live Demo and See Azuron in Action
Experience the UI, review security protocols, and ask anything live.


Take the Next Step
Book a Live Demo and See Azuron in Action
Experience the UI, review security protocols, and ask anything live.


Take the Next Step
Book a Live Demo and See Azuron in Action
Experience the UI, review security protocols, and ask anything live.

