Publications by authors named "Kevin Faust"

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Dysmorphic neurons express markers of inhibitory glycinergic signaling in focal cortical dysplasia IIb.
Ameesha Paliwal, Kevin Faust, Okty Abbasi Borhani, Mugeng Liu, Lauren Omoto

Brain Pathol· September 2025

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PHARAOH: A collaborative crowdsourcing platform for phenotyping and regional analysis of histology.
Kevin Faust, Min Li Chen, Parsa Babaei Zadeh, Dimitrios G Oreopoulos, Alberto J Leon

Nat Commun· January 2025

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Standardizing analysis of intra-tumoral heterogeneity with computational pathology.
Ameesha Paliwal, Kevin Faust, Azhar Alshoumer, Phedias Diamandis

Genes Chromosomes Cancer· September 2023

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HAVOC: Small-scale histomic mapping of cancer biodiversity across large tissue distances using deep neural networks.
Anglin Dent, Kevin Faust, K H Brian Lam, Narges Alhangari, Alberto J Leon

Sci Adv· September 2023

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Compound computer vision workflow for efficient and automated immunohistochemical analysis of whole slide images.
Michael Kyung Ik Lee, Madhumitha Rabindranath, Kevin Faust, Jennie Yao, Ariel Gershon

J Clin Pathol· July 2023

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The Brain Protein Atlas: A conglomerate of proteomics datasets of human neural tissue.
K H Brian Lam, Kevin Faust, Richard Yin, Clare Fiala, Phedias Diamandis

Proteomics· December 2022

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Topographic mapping of the glioblastoma proteome reveals a triple-axis model of intra-tumoral heterogeneity.
K H Brian Lam, Alberto J Leon, Weili Hui, Sandy Che-Eun Lee, Ihor Batruch, Kevin Faust

Nat Commun· January 2022

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Integrating morphologic and molecular histopathological features through whole slide image registration and deep learning.
Kevin Faust, Michael K Lee, Anglin Dent, Clare Fiala, Alessia Portante

Neurooncol Adv· January 2022

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Unsupervised Resolution of Histomorphologic Heterogeneity in Renal Cell Carcinoma Using a Brain Tumor-Educated Neural Network.
Kevin Faust, Adil Roohi, Alberto J Leon, Emeline Leroux, Anglin Dent

JCO Clin Cancer Inform· September 2020

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Unsupervised Machine Learning in Pathology: The Next Frontier.
Adil Roohi, Kevin Faust, Ugljesa Djuric, Phedias Diamandis

Surg Pathol Clin· June 2020

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Physician perspectives on integration of artificial intelligence into diagnostic pathology.
Shihab Sarwar, Anglin Dent, Kevin Faust, Maxime Richer, Ugljesa Djuric

NPJ Digit Med· April 2019

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Deep learning for image analysis: Personalizing medicine closer to the point of care.
Quin Xie, Kevin Faust, Randy Van Ommeren, Adeel Sheikh, Ugljesa Djuric

Crit Rev Clin Lab Sci· January 2019

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Visualizing histopathologic deep learning classification and anomaly detection using nonlinear feature space dimensionality reduction.
Kevin Faust, Quin Xie, Dominick Han, Kartikay Goyle, Zoya Volynskaya

BMC Bioinformatics· May 2018

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