[HTML][HTML] Hyperspectral imaging and deep learning for the detection of breast cancer cells in digitized histological images
In recent years, hyperspectral imaging (HSI) has been shown as a promising imaging
modality to assist pathologists in the diagnosis of histological samples. In this work, we
present the use of HSI for discriminating between normal and tumor breast cancer cells. Our
customized HSI system includes a hyperspectral (HS) push-broom camera, which is
attached to a standard microscope, and home-made software system for the control of image
acquisition. Our HS microscopic system works in the visible and near-infrared (VNIR) …
modality to assist pathologists in the diagnosis of histological samples. In this work, we
present the use of HSI for discriminating between normal and tumor breast cancer cells. Our
customized HSI system includes a hyperspectral (HS) push-broom camera, which is
attached to a standard microscope, and home-made software system for the control of image
acquisition. Our HS microscopic system works in the visible and near-infrared (VNIR) …
Hyperspectral imaging and deep learning for the detection of breast cancer cells in digitized histological images
S Ortega Sarmiento, M Halicek… - … in Biomedical Optics …, 2020 - accedacris.ulpgc.es
© 2020 SPIE. All rights reserved. In recent years, hyperspectral imaging (HSI) has been
shown as a promising imaging modality to assist pathologists in the diagnosis of histological
samples. In this work, we present the use of HSI for discriminating between normal and
tumor breast cancer cells. Our customized HSI system includes a hyperspectral (HS) push-
broom camera, which is attached to a standard microscope, and home-made software
system for the control of image acquisition. Our HS microscopic system works in the visible …
shown as a promising imaging modality to assist pathologists in the diagnosis of histological
samples. In this work, we present the use of HSI for discriminating between normal and
tumor breast cancer cells. Our customized HSI system includes a hyperspectral (HS) push-
broom camera, which is attached to a standard microscope, and home-made software
system for the control of image acquisition. Our HS microscopic system works in the visible …
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