Supervised training models with or without manual lesion delineation outperform clinicians in distinguishing pulmonary cryptococcosis from lung adenocarcinoma on chest CT.

Yun LiDeyan ChenShuyi LiuJunfeng LinWei WangJinhai HuangLunfang TanLina LiangZhufeng WangKang PengQiasheng LiWenhua JianYouwen ZhangChengbao PengHuai ChenXia ZhangJinping Zheng

Published in: Mycoses (2024)

Both models outperformed the clinicians in distinguishing between PC and LA on chest CT, with the UST model exhibiting comparable performance to the DST model.

Keyphrases

computed tomography
image quality
dual energy
palliative care
contrast enhanced
machine learning
pulmonary hypertension
magnetic resonance imaging
pet ct