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Cycle-consistent GAN-based stain translation of renal pathology images with glomerulus detection application
Ying Chih Lo,
I. Fang Chung
, Shin Ning Guo, Mei Chin Wen, Chia Feng Juang
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生物醫學資訊研究所
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引文 斯高帕斯(Scopus)
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Keyphrases
Network Applications
100%
Histopathological Images
100%
Detection Application
100%
Cycle-consistent Adversarial Network
100%
Renal Pathology
100%
Glomerulus Detection
100%
Stain Translation
100%
Detection Method
50%
Glomerulus
50%
Pathological Diagnosis
50%
Deep Learning Methods
25%
Aspect Ratio
25%
Translation Technique
25%
Optical Magnification
25%
Diagnostic Tool
25%
Kidney Disease
25%
Disease Diagnosis
25%
Image Detection
25%
Automatic Translation
25%
Light Microscopy Image
25%
Faster R-CNN
25%
Renal Biopsy
25%
CycleGAN
25%
Automated Medical Diagnosis
25%
Computer Science
Detection Method
100%
Generative Adversarial Networks
100%
Application Detection
100%
Experimental Result
50%
Convolutional Neural Network
50%
Deep Learning Technique
50%
Medical Diagnosis
50%
Medicine and Dentistry
Renal Pathology
100%
Glomerulus
100%
Diagnosis
50%
Nephropathy
16%
Microscopy
16%
Renal Biopsy
16%
Immunology and Microbiology
Glomerulus
100%
Optics
16%
Light Microscopy
16%