Pathology Archives - Kitware Blog

Diagnosis of Adenocarcinomas in Histology Images Using Persistence Homology and Deep Learning

Suraj Maniyar, Samuel Gerber, Lee Cooper, Matt McCormick, Andinet Enquobahrie and Deepak Chittajallu May 14, 2019

Differentiability and topological characteristics of the glandular structures is one of the key factors in the diagnosis and grading of adenocarcinomas through histology images. We … Read More

Characterizing Glandular Architecture for Cancer Diagnosis in Histopathology Images Using Vectorized Persistent Homology Representations

Deepak Chittajallu, Neal Siekierski, Samuel Gerber, Jonathan Beezley, David Manthey and Andinet Enquobahrie June 15, 2018

This blog article presents an overview of the work presented recently in our ISBI 2018 conference paper entitled “Vectorized Persistent Homology Representations for Characterizing Glandular … Read More

Digital Slide Archive, Large Image, and HistomicsTK: Open-source Informatics Tools for Management, Visualization, and Analysis of Digital Histopathology Data

Deepak Chittajallu, David Manthey, Jonathan Beezley, Neal Siekierski and Zach Mullen August 14, 2017

This blog article presents an overview of the work being done in collaboration with Emory University on an ongoing NIH grant funded project for the … Read More

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