MedTech Intelligence

MedTech Intelligence

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Regulatory, QA, product development, and market access for medtech.

If Your AI Can’t Explain Itself, Can FDA Authorize It?
NewsJun 1, 2026

If Your AI Can’t Explain Itself, Can FDA Authorize It?

Manufacturers are encountering FDA deficiency letters on AI‑driven diagnostic tools despite high accuracy because reviewers cannot understand how the algorithms work. The agency now emphasizes explainability, requiring clear documentation of model logic, data provenance, and clinical interpretability under Good Machine...

By MedTech Intelligence
Fixing Eligibility at the Point of Care:  The Missing Link in Medical Device Reimbursement Integrity
NewsMay 21, 2026

Fixing Eligibility at the Point of Care: The Missing Link in Medical Device Reimbursement Integrity

Hospitals rely on real‑time Medicaid eligibility data to decide whether costly medical devices, imaging, or digital therapeutics will be reimbursed. In FY 2024, improper Medicaid payments reached roughly $31.1 billion, a 5.09 % error rate driven largely by incomplete enrollment verification. Fragmented eligibility...

By MedTech Intelligence
The Failure of the ‘Usual Suspects’ Approach to Life Science Recruitment
NewsMay 21, 2026

The Failure of the ‘Usual Suspects’ Approach to Life Science Recruitment

The article argues that the traditional "usual suspects" executive search model is failing to meet the talent needs of AI‑driven clinical diagnostics firms. With the global AI diagnostics market projected to reach $10.1 billion in 2026 and $209.6 billion by 2034, the...

By MedTech Intelligence
Value, Focus, and the Future of MedTech:  M&A and Divestitures Are Rewriting the Strategic Playbook.
NewsMay 20, 2026

Value, Focus, and the Future of MedTech: M&A and Divestitures Are Rewriting the Strategic Playbook.

MedTech firms are reshaping portfolios by prioritizing market access, turning it into the primary driver of mergers, acquisitions and divestitures. Leaders now evaluate assets on reimbursement certainty, evidence strength and ASP durability rather than pure innovation. High‑profile deals such as...

By MedTech Intelligence
The Boston Children’s Experience:  Hidden ICU Risk and AI-Driven De-Escalation
NewsMay 20, 2026

The Boston Children’s Experience: Hidden ICU Risk and AI-Driven De-Escalation

Boston Children’s Hospital has spent over a decade deploying AI‑driven clinical intelligence in its pediatric ICUs, shifting the focus from early‑warning alerts to data‑backed de‑escalation. Continuous, high‑frequency physiologic monitoring now provides real‑time risk trajectories that inform decisions on extubation and...

By MedTech Intelligence
Medtronic Bets on Cardiovascular Realignment Amid Stock Pressure and Facility Closures
NewsMay 18, 2026

Medtronic Bets on Cardiovascular Realignment Amid Stock Pressure and Facility Closures

Medtronic announced a sweeping restructuring of its cardiovascular business, including the planned closure of its Santa Rosa, California campus, which will affect roughly 370 employees. The company merged its cardiac surgery and aortic units into a new Cardiovascular Surgery operating...

By MedTech Intelligence
The Hidden Design Flaw in Medical Device Service Technology
NewsMay 11, 2026

The Hidden Design Flaw in Medical Device Service Technology

Medical device service platforms still rely on industrial‑style metrics such as uptime and ticket closure, which ignore the regulatory and safety dimensions of clinical equipment. In regulated health settings, a device must be demonstrably ready for patient use, with real‑time...

By MedTech Intelligence
An Endovascular Approach to Neurological Diseases Can Shift the Treatment Paradigm
NewsMay 11, 2026

An Endovascular Approach to Neurological Diseases Can Shift the Treatment Paradigm

For six decades the ventriculoperitoneal shunt has been the standard treatment for hydrocephalus, but its invasive nature and high complication rates limit patient eligibility. Endovascular neurosurgery, refined through stroke and aneurysm care, now enables catheter‑based shunt placement that avoids craniotomy....

By MedTech Intelligence
Why Gen AI Is a Win for MedTech:  And, How to Unlock Its Potential with the Right Policies
NewsMay 11, 2026

Why Gen AI Is a Win for MedTech: And, How to Unlock Its Potential with the Right Policies

Generative AI is rapidly becoming a core productivity tool in medical device development, accelerating tasks such as code generation, unit testing and especially documentation. Studies show AI can reduce unit‑testing effort by up to 70%, while AI‑drafted design artifacts free...

By MedTech Intelligence
Maintaining Trust in Medical AI:  Monitoring and Managing Model Lifecycle
NewsMay 11, 2026

Maintaining Trust in Medical AI: Monitoring and Managing Model Lifecycle

Artificial intelligence is becoming integral to health‑tech, powering diagnostics, decision support and patient management. However, models trained on historic data can lose accuracy as patient populations, clinical practices and data capture evolve. The article explains data drift (shifts in input...

By MedTech Intelligence
Sonire Therapeutics Initiates First U.S. Clinical Study of Ultrasound-Guided HIFU Therapy for Pancreatic Cancer
NewsMay 4, 2026

Sonire Therapeutics Initiates First U.S. Clinical Study of Ultrasound-Guided HIFU Therapy for Pancreatic Cancer

Sonire Therapeutics announced the launch of SUNRISE‑II, its first U.S. clinical trial evaluating a proprietary high‑intensity focused ultrasound (HIFU) system for pancreatic cancer. The study will enroll roughly 10 patients to assess safety and feasibility. The inaugural patient was treated...

By MedTech Intelligence
Medtronic Continues Cardiovascular Care Growth with Completion of CathWorks Acquisition
NewsMay 1, 2026

Medtronic Continues Cardiovascular Care Growth with Completion of CathWorks Acquisition

Medtronic announced the completion of its $585 million acquisition of CathWorks, a developer of AI‑driven coronary diagnostics. The deal builds on a 2022 co‑promotion agreement that already made the CathWorks FFRangio® System available in the U.S., Europe and Japan. FFRangio delivers...

By MedTech Intelligence
From Prototype to Production:  Building a Validation Strategy That Scales with Manufacturing Volume
NewsApr 30, 2026

From Prototype to Production: Building a Validation Strategy That Scales with Manufacturing Volume

Medical device manufacturers must redesign validation strategies as prototypes transition to full‑scale production. Early validation plans often ignore equipment wear, multi‑shift operation, and material lot diversity that emerge at higher volumes. Regulatory bodies like the FDA and ISO 13485 only require...

By MedTech Intelligence
Managing AI in Medical Technology: From Innovation to Compliance
NewsApr 30, 2026

Managing AI in Medical Technology: From Innovation to Compliance

AI is rapidly reshaping medical technology, prompting heavy investment in algorithm‑driven devices and software. At the same time, regulators worldwide are tightening oversight, creating a need for structured AI governance. The newly released ISO/IEC 42001 standard offers a lifecycle framework that...

By MedTech Intelligence
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