Lesion synthesis to improve intracranial hemorrhage detection and classification for CT images

•A novel lesion synthesis method is proposed by applying image inpainting technology.•An automatically Artificial Mask Generator (AMG) is proposed to define artificial masks from a shape pool in unrestricted size, location and shape.•A Lesion Synthesis Network (LSN) is proposed to apply artificial m...

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Veröffentlicht in:	Computerized medical imaging and graphics 2021-06, Vol.90, p.101929-101929, Article 101929
Hauptverfasser:	Zhang, Guyue, Chen, Kaixing, Xu, Shangliang, Cho, Po Chuan, Nan, Yang, Zhou, Xin, Lv, Chuanfeng, Li, Changsheng, Xie, Guotong
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial Mask Generator Classification Computed tomography Deep learning Diagnosis Hemorrhage Image classification Intracranial hemorrhage classification Intracranial hemorrhage detection Lesion Synthesis Network Lesions Machine learning Medical imaging Residual Score Sensitivity Synthesis Training
Online-Zugang:	Volltext
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