Clinical Evidence
2024
Shapiro et al.
Methodist Debakey Cardiovascular Journal
What happens to time-to-consult and in-hospital mortality when suspected PE cases no longer wait in a standard worklist? A four-hospital US health system measured the before-and-after following CINA-PE implementation.
2023
Shapiro et al.
Journal of Vascular Surgery
At a high-volume tertiary referral center, researchers tracked whether earlier radiologist notification translated into faster anticoagulation and PERT team mobilization – two decisions that cannot be delayed in acute PE.
2024
Vallée et al.
European Journal of Radiology
Radiology residents are often the first interpreters of after-hours CTPAs. At Hôpital Foch, a reader study evaluated how CINA-PE changes diagnostic performance and inter-reader agreement in that specific scenario.
2024
Ayobi et al
Clinical Imaging
AI software for PE detection on CT pulmonary angiography reached 94% sensitivity and 95% specificity, recovering 76% of cases missed on initial clinical reports and cutting the miss rate from 15.6% to 3.8%.