Characterization of Pulmonary Nodules in Computed Tomography Images Based on Pseudo-Labeling Using Radiology Reports

A computer-aided diagnosis (CAD) system that characterizes nodules in medical images can help radiologists determine its malignancy. Preparing large volumes of labeled data for CAD systems, however, requires advanced medical knowledge. This makes it extremely difficult to develop such systems, despi...

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Veröffentlicht in:	IEEE transactions on circuits and systems for video technology 2022-05, Vol.32 (5), p.2582-2591
Hauptverfasser:	Momoki, Yohei, Ichinose, Akimichi, Shigeto, Yutaro, Honda, Ukyo, Nakamura, Keigo, Matsumoto, Yuji
Format:	Artikel
Sprache:	eng
Schlagworte:	Annotations Classifiers Computed tomography Computer-aided diagnosis Diagnosis Labeling Labels Lung lung nodule Manuals Medical imaging nodule characterization Nodules pseudo-labeling Radiology radiology report Tomography Training Training data
Online-Zugang:	Volltext
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