Digital staining of reflectance confocal microscopy images: A proof of concept

Alexandra Rubin; Olivia Wallden; Attiya Haroon; Yuwei Liu; Xuan Liu; Babar K. Rao

Digital staining of reflectance confocal microscopy images: A proof of concept

Alexandra Rubin, Olivia Wallden, Attiya Haroon, Yuwei Liu, Xuan Liu, Babar K. Rao

Electrical and Computer Engineering

Research output: Contribution to journal › Conference article › peer-review

Abstract

This preliminary study shows that convolutional neural networks can be trained to recognize and digitally stain cellular patterns within confocal images of the skin.

Original language	English (US)
Article number	NM1C.4
Journal	Optics InfoBase Conference Papers
State	Published - 2021
Event	Novel Techniques in Microscopy, NTM 2021 - Part of Biophotonics Congress: Optics in the Life Sciences 2021 - Virtual, Online, United States Duration: Apr 12 2021 → Apr 16 2021

All Science Journal Classification (ASJC) codes

Electronic, Optical and Magnetic Materials
Mechanics of Materials

Cite this

@article{4159e64bca564810bfc929eee90f8b35,

title = "Digital staining of reflectance confocal microscopy images: A proof of concept",

abstract = "This preliminary study shows that convolutional neural networks can be trained to recognize and digitally stain cellular patterns within confocal images of the skin.",

author = "Alexandra Rubin and Olivia Wallden and Attiya Haroon and Yuwei Liu and Xuan Liu and Rao, {Babar K.}",

note = "Publisher Copyright: {\textcopyright} 2021 The Author (s).; Novel Techniques in Microscopy, NTM 2021 - Part of Biophotonics Congress: Optics in the Life Sciences 2021 ; Conference date: 12-04-2021 Through 16-04-2021",

year = "2021",

language = "English (US)",

journal = "Optics InfoBase Conference Papers",

issn = "2162-2701",

}

TY - JOUR

T1 - Digital staining of reflectance confocal microscopy images

T2 - Novel Techniques in Microscopy, NTM 2021 - Part of Biophotonics Congress: Optics in the Life Sciences 2021

AU - Rubin, Alexandra

AU - Wallden, Olivia

AU - Haroon, Attiya

AU - Liu, Yuwei

AU - Liu, Xuan

AU - Rao, Babar K.

PY - 2021

Y1 - 2021

N2 - This preliminary study shows that convolutional neural networks can be trained to recognize and digitally stain cellular patterns within confocal images of the skin.

AB - This preliminary study shows that convolutional neural networks can be trained to recognize and digitally stain cellular patterns within confocal images of the skin.

UR - http://www.scopus.com/inward/record.url?scp=85119703876&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85119703876&partnerID=8YFLogxK

M3 - Conference article

AN - SCOPUS:85119703876

SN - 2162-2701

JO - Optics InfoBase Conference Papers

JF - Optics InfoBase Conference Papers

M1 - NM1C.4

Y2 - 12 April 2021 through 16 April 2021

ER -

Digital staining of reflectance confocal microscopy images: A proof of concept

Abstract

All Science Journal Classification (ASJC) codes

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