Publications by authors named "Stephanie A Harmon"

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Artificial intelligence-generated apparent diffusion coefficient (AI-ADC) maps for prostate gland assessment: a multi-reader study.
Kutsev Bengisu Ozyoruk, Stephanie A Harmon, Enis C Yilmaz, Erich P Huang, David G Gelikman

Eur Radiol· January 2026

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Research-based clinical deployment of artificial intelligence algorithm for prostate MRI.
Stephanie A Harmon, Jesse Tetreault, Omer Tarik Esengur, Ming Qin, Enis C Yilmaz

Abdom Radiol (NY)· December 2025

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Evaluating Artificial Intelligence-Assisted Prostate Biparametric MRI Interpretation: An International Multireader Study.
David G Gelikman, Enis C Yilmaz, Stephanie A Harmon, Erich P Huang, Julie Y An

AJR Am J Roentgenol· December 2025

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Radiogenomic Profiling of Prostate Tumors prior to External Beam Radiotherapy Converges on a Transcriptomic Signature of TGF-β Activity Driving Tumor Recurrence.
Anson T Ku, Uma Shankavaram, Shana Y Trostel, Hong Zhang, Sumeyra Kartal, Stephanie A Harmon

Clin Cancer Res· December 2025

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Localized high-risk prostate cancer harbors an androgen receptor activity-low subpopulation susceptible to HER2 inhibition.
Scott Wilkinson, Anson T Ku, Rosina T Lis, Isaiah M King, Daniel Low, Stephanie A Harmon

J Clin Invest· November 2025

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Faster and Sharper Prostate T2W MRI with Deep Learning.
Baris Turkbey, Stephanie A Harmon

Acad Radiol· November 2025

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Reply to "A critical appraisal and methodological inquiry into an automated multimodal deep learning model for predicting biochemical recurrence in prostate cancer".
Benjamin D Simon, Stephanie A Harmon, Baris Turkbey

Clin Imaging· November 2025

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Predicting ADC map quality from T2-weighted MRI: A deep learning approach for early quality assessment to assist point-of-care.
Jeffrey R Brender, Mitsuki Ota, Nathan Nguyen, Joshua W Ford, Shun Kishimoto, Stephanie A Harmon

Eur J Radiol· October 2025

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A multimodal automated deep learning-based model for predicting biochemical recurrence of prostate cancer following prostatectomy from baseline MRI, Presurgical clinical covariates.
Benjamin D Simon, Stephanie A Harmon, Katie M Merriman, Jesse Tetreault, Omer T Esengur

Clin Imaging· October 2025

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Automated detection and characterization of small cell lung cancer liver metastasis on computed tomography.
Sophia Ty, Fahmida Haque, Parth Desai, Nobuyuki Takahashi, Usamah Chaudhary, Stephanie A Harmon

Diagn Interv Radiol· October 2025

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A Deep Learning Model for Comprehensive Automated Bone Lesion Detection and Classification on Staging Computed Tomography Scans.
Benjamin D Simon, Stephanie A Harmon, Dong Yang, Mason J Belue, Ziyue Xu

Acad Radiol· September 2025

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Pathologist-interpretable breast cancer subtyping and stratification from AI-inferred nuclear features.
Ranjan Kumar Barman, Saugato Rahman Dhruba, Danh-Tai Hoang, Eldad D Shulman, Emma M Campagnolo, Stephanie A Harmon

bioRxiv· September 2025

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Impact of AI-Generated ADC Maps on Computer-Aided Diagnosis of Prostate Cancer: A Feasibility Study.
Kutsev B Ozyoruk, Stephanie A Harmon, Enis C Yilmaz, David G Gelikman, Ulas Bagci

Acad Radiol· August 2025

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External evaluation of an open-source deep learning model for prostate cancer detection on bi-parametric MRI.
Patricia M Johnson, Angela Tong, Luke Ginocchio, Juan Lloret Del Hoyo, Paul Smereka, Stephanie A Harmon

Eur Radiol· August 2025

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External Validation of an Artificial Intelligence Algorithm Using Biparametric MRI and Its Simulated Integration with Conventional PI-RADS for Prostate Cancer Detection.
Mason J Belue, Vaneeza Mukhtar, Roopa Ram, Neriman Gokden, Joe Jose, Stephanie A Harmon

Acad Radiol· July 2025

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Generative Artificial Intelligence in Prostate Cancer Imaging.
Fahmida Haque, Benjamin D Simon, Kutsev B Özyörük, Stephanie A Harmon, Barış Türkbey

Balkan Med J· July 2025

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Evaluating deep learning and radiologist performance in volumetric prostate cancer analysis with biparametric MRI and histopathologically mapped slides.
Enis C Yilmaz, Stephanie A Harmon, Rosina T Lis, Omer Tarik Esengur, David G Gelikman

Abdom Radiol (NY)· June 2025

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Impact of Endorectal Coil Use on Extraprostatic Extension Detection in Prostate MRI: A Retrospective Monocentric Study.
Omer Tarik Esengur, Enis C Yilmaz, Benjamin D Simon, Stephanie A Harmon, David G Gelikman

Acad Radiol· June 2025

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A Prostate Imaging-Reporting and Data System version 2.1-based predictive model for clinically significant prostate cancer diagnosis.
David G Gelikman, William S Azar, Enis C Yilmaz, Yue Lin, Luke A Shumaker, Stephanie A Harmon

BJU Int· May 2025

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Assessing the Impact of Transition and Peripheral Zone PSA Densities Over Whole-Gland PSA Density for Prostate Cancer Detection on Multiparametric MRI.
Omer Tarik Esengur, Emma Stevenson, Hunter Stecko, Nathan S Lay, Dong Yang, Stephanie A Harmon

Prostate· May 2025

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Development and validation of pan-cancer lesion segmentation AI-model for whole-body 18F-FDG PET/CT in diverse clinical cohorts.
Fahmida Haque, Alex Chen, Nathan Lay, Jorge Carrasquillo, Esther Mena, Stephanie A Harmon

Comput Biol Med· May 2025

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Missed Cancers at Prostate MRI: Can Growth Pattern Analysis on Digital Pathology Improve Detection?
Baris Turkbey, Stephanie A Harmon

Acad Radiol· May 2025

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From manual clinical criteria to machine learning algorithms: Comparing outcome endpoints derived from diverse electronic health record data modalities.
Shreya Chappidi, Mason J Belue, Stephanie A Harmon, Sarisha Jagasia, Ying Zhuge

PLOS Digit Health· May 2025

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An overview of utilizing artificial intelligence in localized prostate cancer imaging.
Emma Stevenson, Omer Tarik Esengur, Haoyue Zhang, Benjamin D Simon, Stephanie A Harmon

Expert Rev Med Devices· April 2025

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Predicting ADC Map Quality from T2-Weighted MRI: A Deep Learning Approach for Early Quality Assessment to Assist Point-of-Care.
Jeffrey R Brender, Mitsuki Ota, Nathan Nguyen, Joshua W Ford, Shun Kishimoto, Stephanie A Harmon

medRxiv· January 2025

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