PACT-3D, a deep learning algorithm for pneumoperitoneum detection in abdominal CT scans

PACT-3D, a deep learning algorithm for pneumoperitoneum detection in abdominal CT scans

Abstract Delays or misdiagnoses in detecting pneumoperitoneum can significantly increase mortality and morbidity. We developed and validated a deep learning model designed to identify pneumoperitoneum in computed tomography images. The model is trained on abdominal scans from Far Eastern Memorial Ho...

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Bibliographic Details
Main Authors: I-Min Chiu, Teng-Yi Huang, David Ouyang, Wei-Che Lin, Yi-Ju Pan, Chia-Yin Lu, Kuei-Hong Kuo
Format: Article
Language:English
Published: Nature Portfolio 2024-11-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-024-54043-1
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