Implementation of an AI Algorithm in Clinical Practice to Reduce Missed Incidental Pulmonary Embolisms on Chest CT and Its Impact on Short-Term Survival

The implementation of an AI algorithm significantly reduced the rate of missed iPEs from 50% to 7.1%, thereby enhancing diagnostic accuracy. Despite this improvement, the 90-day mortality rate remained unchanged. These findings highlight the AI tool's potential to assist radiologists in accurately identifying iPEs, although its implementation does not significantly affect short-term survival. Notably, most missed iPEs were located in the right lower lobe, suggesting that radiologists should pay particular attention to this area during evaluations.

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Publication Details

Journal
Investigative Radiology
Published
2024-10-08
DOI
https://doi.org/10.1097/rli.0000000000001122
Citations
8
Primary Topic
Venous Thromboembolism Diagnosis and Management
Type
article
Field-Weighted Citation Impact
4.39
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article

Implementation of an AI Algorithm in Clinical Practice to Reduce Missed Incidental Pulmonary Embolisms on Chest CT and Its Impact on Short-Term Survival

Felice Burn, Andres Spirig, Philipp Schüetz, Sebastian T. Schindera et al.
8 citations
Investigative Radiology
Venous Thromboembolism Diagnosis and Management
4.39
article

Implementation of an AI Algorithm in Clinical Practice to Reduce Missed Incidental Pulmonary Embolisms on Chest CT and Its Impact on Short-Term Survival

Felice Burn, Andres Spirig, Philipp Schüetz, Sebastian T. Schindera, Simin Laures, Tician Schnitzler, Hasan Zaytoun, Vera Inka Josephin Graeve, Claudia Gregoriano
article en
8 citations

Abstract

The implementation of an AI algorithm significantly reduced the rate of missed iPEs from 50% to 7.1%, thereby enhancing diagnostic accuracy. Despite this improvement, the 90-day mortality rate remained unchanged. These findings highlight the AI tool's potential to assist radiologists in accurately identifying iPEs, although its implementation does not significantly affect short-term survival. Notably, most missed iPEs were located in the right lower lobe, suggesting that radiologists should pay particular attention to this area during evaluations.

Investigative RadiologyVol. 60(4)
Kantonsspital Aarau (CH)
Good health and well-being
Openalex Percentile: Top 5%
Venous Thromboembolism Diagnosis and Management
4.39
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Implementation of an AI Algorithm in Clinical Practice to Reduce Missed Incidental Pulmonary Embolisms on Chest CT and Its Impact on Short-Term Survival — Felice Burn, Andres Spirig, et al. · Investigative Radiology (2024) | TGRS Research Map | TGRS