BIOPSY-FREE IN VIVO VIRTUAL HISTOLOGY OF TISSUE USING DEEP LEARNING

A deep learning-based system and method is provided that uses a convolutional neural network to rapidly transform in vivo reflectance confocal microscopy (RCM) images of unstained skin into virtually-stained hematoxylin and eosin-like images with microscopic resolution, enabling visualization of epi...

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Bibliographische Detailangaben

Hauptverfasser:	ZHANG, Xiaoran, GARFINKEL, Jason, OZCAN, Aydogan, LI, Jingxi, SCUMPIA, Philip O, RIVENSON, Yair, RUBINSTEIN, Gennady
Format:	Patent
Sprache:	eng ; fre ; ger
Schlagworte:	CALCULATING COMPUTING COUNTING DIAGNOSIS HUMAN NECESSITIES HYGIENE IDENTIFICATION MEDICAL OR VETERINARY SCIENCE PHYSICS SURGERY
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