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Histopathological evaluation of tissue samples is a key practice in patient diagnosis and drug development, especially in oncology.
“Feasibility of digitally stained multimodal confocal mosaics to simulate histopathology,”
Daniel S Gareau, · 2009
Earlier work this paper cites.
“A classification scheme for lymphocyte segmentation in h&e stained histology images,”
Manohar Kuse, Tanuj Sharma, and Sudhir Gupta, · 2010
Earlier work this paper cites.
“Confocal mosaicing microscopy of human skin ex vivo: spectral analysis for digital staining to simulate histology-like appearance,”
Jason M Bini, James Spain, Kishwer S Nehal, Milind Rajadhyaksha, Vikki Hazelwood, and Charles A DiMarzio, · 2011
Earlier work this paper cites.
“System and methods for mapping fluorescent images into a bright field color space,” Sept. 18 2012,
Ali Can, Musodiq O Bello, Michael John Gerdes, and Qing Li, · 2012
Earlier work this paper cites.
“Fibroblast activation protein-
Thomas Kelly, Yan Huang, Avis E Simms, and Anna Mazur, · 2012
Earlier work this paper cites.
“Virtual hematoxylin and eosin transillumination microscopy using epi-fluorescence imaging,”
Michael G Giacomelli, Lennart Husvogt, Hilde Vardeh, Beverly E Faulkner-Jones, Joachim Hornegger, James L Connolly, and James G Fujimoto, · 2016
Earlier work this paper cites.
“Deep residual learning for image recognition,”
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun, · 2016
Cited alongside, same era.
“Revisiting distributed synchronous sgd,”
Jianmin Chen, Xinghao Pan, Rajat Monga, Samy Bengio, and Rafal Jozefowicz, · 2016
Cited alongside, same era.
“Instance normalization: The missing ingredient for fast stylization. arxiv 2016,”
D Ulyanov, A Vedaldi, and VS Lempitsky, · 2016
Cited alongside, same era.
“Towards virtual h&e staining of hyperspectral lung histology images using conditional generative adversarial networks.,”
Neslihan Bayramoglu, Mika Kaakinen, Lauri Eklund, and Janne Heikkilä, · 2017
Cited alongside, same era.
“Unpaired image-to-image translation using cycle-consistent adversarial networks,”
Jun-Yan Zhu, Taesung Park, Phillip Isola, and Alexei A Efros, · 2017
Cited alongside, same era.
“Deep learning-based virtual histology staining using auto-fluorescence of label-free tissue,”
Yair Rivenson, Hongda Wang, Zhensong Wei, Yibo Zhang, Harun Gunaydin, and Aydogan Ozcan, · 2018
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“Shift: speedy histopathological-to-immunofluorescent translation of whole slide images using conditional generative adversarial networks,”
Erik A Burlingame, Adam Margolin, Joe W Gray, and Young Hwan Chang, · 2018
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“In silico labeling: Predicting fluorescent labels in unlabeled images,”
Eric M Christiansen, Samuel J Yang, D Michael Ando, Ashkan Javaherian, Gaia Skibinski, Scott Lipnick, Elliot Mount, Alison O’Neil, Kevan Shah, Alicia K Lee, et al., · 2018
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“Freezing instance normalization during test phase?,”
Jun-Yan Zhu, · 2018
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“Enabling histopathological annotations on immunofluorescent images through virtualization of hematoxylin and eosin,”
Amal Lahiani, Eldad Klaiman, and Oliver Grimm, · 2018
Cited alongside, same era.
Amal Lahiani, Jacob Gildenblat, Irina Klaman, Nassir Navab, and Eldad Klaiman, · 2018
Closest in time.