no code implementations • 26 Apr 2023 • James E. D. Tweel, Benjamin R. Ecclestone, Marian Boktor, Deepak Dinakaran, John R. Mackey, Parsin Haji Reza
The field of histology relies heavily on antiquated tissue processing and staining techniques that limit the efficiency of pathologic diagnoses of cancer and other diseases.
no code implementations • 4 Mar 2022 • Marian Boktor, Benjamin Ecclestone, Vlad Pekar, Deepak Dinakaran, John R. Mackey, Paul Fieguth, Parsin Haji Reza
We use a Pix2Pix generative adversarial network (GAN) to develop visualizations analogous to H&E staining from label-free TA-PARS images.
no code implementations • 21 Sep 2020 • Benjamin R. Ecclestone, Kevan Bell, Saad Abbasi, Deepak Dinakaran, Frank K. H. van Landeghem, John R. Mackey, Paul Fieguth, Parsin Haji Reza
Images obtained using this technique show comparable quality and contrast to the current standard for histopathological assessment of brain tissues.