Medical Device - CGM reveals glucose patterns linked to cardiometabolic risk in adults without diabetes
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Using ML to streamline E&L screening and toxicological risk assessmentUsing ML to streamline E&L screening and toxicological risk assessment

Extractables and leachables screening can hinge on uncertain surrogate calibration. In this Q&A, Jordi Labs explains how Lumo applies machine learning to predict LC-MS response factors, reduce standards dependency, flag low-confidence results, and support faster, more defensible toxicological risk assessments for medical device chemical characterization workflows.

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   CGM reveals glucose patterns linked to cardiometabolic risk in adults without diabetesCGM reveals glucose patterns linked to cardiometabolic risk in adults without diabetes
 
Fasting plasma glucose (FPG) and hemoglobin A1c (HbA1c) are the clinical gold standards for screening for blood sugar levels yet they provide only static snapshots that fail to reflect the highly dynamic and heterogeneous nature of metabolic impairment.
 
   Brain MRI surveillance without prophylactic cranial irradiation reduces cognitive failure risk in patients with SCLCBrain MRI surveillance without prophylactic cranial irradiation reduces cognitive failure risk in patients with SCLC
 
In the SWOG S1827 MAVERICK phase III randomized trial, patients with small-cell lung cancer (SCLC) who underwent regular brain MRI surveillance without prophylactic cranial irradiation (PCI) had significantly better cognitive failure–free survival (the primary endpoint of the trial), without an apparent difference in overall survival, according to results presented at the Presidential Symposium of the IASLC 2026 World Conference on Lung Cancer,...
 
 New ultrasound standards promise faster and more accurate arthritis diagnosis
 
New ultrasound standards promise faster and more accurate arthritis diagnosisPeople with early inflammatory arthritis could benefit from faster and more accurate diagnosis following a major international study that has established, for the first time, age-specific ultrasound standards to distinguish normal joint changes from the earliest signs of disease.
 
 
 DiCE project outlines roadmap for more sustainable digital healthcare
 
DiCE project outlines roadmap for more sustainable digital healthcareTogether, the studies demonstrate that improving healthcare sustainability requires changes across clinical workflows, logistics, product design and recovery systems rather than focusing only on materials inside individual devices.
 
 
 Ultrasound stimulation reduces deep calf muscle stiffness to prevent injuries
 
Ultrasound stimulation reduces deep calf muscle stiffness to prevent injuriesMuscle strain injuries are a common problem in sports, and injuries to the triceps surae, the calf muscle group that includes the gastrocnemius and soleus, can significantly affect athletic performance and return to play.
 
 

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