Publications by authors named "Allison Lowman"

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Multi-site retrospective analysis of diffusion and perfusion magnetic resonance imaging correlates to glioma characteristics derived from radio-pathomic maps.
Samuel A Bobholz, Daniel Aaronsen, Aleksandra Winiarz, Savannah R Duenweg, Allison K Lowman

Neuro Oncol· September 2025

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Tumor-initiating genetics and therapy drive divergent molecular evolution in IDH-mutant gliomas.
Tamrin Chowdhury, C Mircea S Tesileanu, Emre Kocakavuk, Kevin C Johnson, Jooho Lee, Allison Lowman

bioRxiv· July 2025

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Comparison of intensity normalization methods in prostate, brain, and breast cancer multi-parametric magnetic resonance imaging.
Savannah R Duenweg, Samuel A Bobholz, Allison K Lowman, Aleksandra Winiarz, Biprojit Nath

Front Oncol· February 2025

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Noninvasive Autopsy-Validated Tumor Probability Maps Identify Glioma Invasion Beyond Contrast Enhancement.
Samuel A Bobholz, Allison K Lowman, Jennifer M Connelly, Savannah R Duenweg, Aleksandra Winiarz

Neurosurgery· September 2024

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Radio-pathomic maps of glioblastoma identify phenotypes of non-enhancing tumor infiltration associated with bevacizumab treatment response.
Samuel A Bobholz, Alisha Hoefs, Jordyn Hamburger, Allison K Lowman, Aleksandra Winiarz

J Neurooncol· April 2024

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Correction to: Radio-pathomic maps of glioblastoma identify phenotypes of non-enhancing tumor infiltration associated with bevacizumab treatment response.
Samuel A Bobholz, Alisha Hoefs, Jordyn Hamburger, Allison K Lowman, Aleksandra Winiarz

J Neurooncol· April 2024

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Radio-pathomic maps of glioblastoma identify phenotypes of non-enhancing tumor infiltration associated with bevacizumab treatment response.
Samuel A Bobholz, Alisha Hoefs, Jordyn Hamburger, Allison K Lowman, Aleksandra Winiarz

Res Sq· January 2024

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Quantitative Histomorphometric Features of Prostate Cancer Predict Patients Who Biochemically Recur Following Prostatectomy.
Savannah R Duenweg, Michael Brehler, Allison K Lowman, Samuel A Bobholz, Fitzgerald Kyereme

Lab Invest· December 2023

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T2-Weighted MRI Radiomic Features Predict Prostate Cancer Presence and Eventual Biochemical Recurrence.
Savannah R Duenweg, Samuel A Bobholz, Michael J Barrett, Allison K Lowman, Aleksandra Winiarz

Cancers (Basel)· September 2023

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Whole slide imaging (WSI) scanner differences influence optical and computed properties of digitized prostate cancer histology.
Savannah R Duenweg, Samuel A Bobholz, Allison K Lowman, Margaret A Stebbins, Aleksandra Winiarz

J Pathol Inform· July 2023

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Comparison of a machine and deep learning model for automated tumor annotation on digitized whole slide prostate cancer histology.
Savannah R Duenweg, Michael Brehler, Samuel A Bobholz, Allison K Lowman, Aleksandra Winiarz

PLoS One· March 2023

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Homologous point transformer for multi-modality prostate image registration.
Alexander Ruchti, Alexander Neuwirth, Allison K Lowman, Savannah R Duenweg, Peter S LaViolette

PeerJ Comput Sci· December 2022

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Multi-Site Concordance of Diffusion-Weighted Imaging Quantification for Assessing Prostate Cancer Aggressiveness.
Sean D McGarry, Michael Brehler, John D Bukowy, Allison K Lowman, Samuel A Bobholz

J Magn Reson Imaging· June 2022

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Diffusion Restriction Comparison between Gleason 4 Fused Glands and Cribriform Glands within Patient Using Whole-Mount Prostate Pathology as Ground Truth.
Savannah R Duenweg, Xi Fang, Samuel A Bobholz, Allison K Lowman, Michael Brehler

Tomography· March 2022

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Radio-pathomic mapping model generated using annotations from five pathologists reliably distinguishes high-grade prostate cancer.
Sean D McGarry, John D Bukowy, Kenneth A Iczkowski, Allison K Lowman, Michael Brehler

J Med Imaging (Bellingham)· September 2020

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Accurate segmentation of prostate cancer histomorphometric features using a weakly supervised convolutional neural network.
John D Bukowy, Halle Foss, Sean D McGarry, Allison K Lowman, Sarah L Hurrell

J Med Imaging (Bellingham)· September 2020

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Radiomic Features of Multiparametric MRI Present Stable Associations With Analogous Histological Features in Patients With Brain Cancer.
Samuel A Bobholz, Allison K Lowman, Alexander Barrington, Michael Brehler, Sean McGarry

Tomography· June 2020

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Longitudinal molecular trajectories of diffuse glioma in adults.
Floris P Barthel, Kevin C Johnson, Frederick S Varn, Anzhela D Moskalik, Georgette Tanner, Allison K Lowman

Nature· December 2019

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Gleason Probability Maps: A Radiomics Tool for Mapping Prostate Cancer Likelihood in MRI Space.
Sean D McGarry, John D Bukowy, Kenneth A Iczkowski, Jackson G Unteriner, Petar Duvnjak, Allison K Lowman

Tomography· March 2019

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