activity
20182020
most citedHigh Accuracy Tumor Diagnoses and Benchmarking of Hematoxylin and Eosin Stained Prostate Core Biopsy Images Generated by Explainable Deep Neural Networks

88 citations · 172 across the 5 of their papers we have counts for

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cs.CV2018★ 13 cited

Machine Learning Algorithms for Classification of Microcirculation Images from Septic and Non-Septic Patients

Perikumar Javia, Aman Rana, Nathan Shapiro +1

Sepsis is a life-threatening disease and one of the major causes of death in hospitals. Imaging of microcirculatory dysfunction is a promising approach for automated diagnosis of s…

cs.CV2018★ 62 cited

Computational Histological Staining and Destaining of Prostate Core Biopsy RGB Images with Generative Adversarial Neural Networks

Aman Rana, Gregory Yauney, Alarice Lowe +1

Histopathology tissue samples are widely available in two states: paraffin-embedded unstained and non-paraffin-embedded stained whole slide RGB images (WSRI). Hematoxylin and eosin…