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Author Details

Stephanie A Harmon
National Cancer Institute, National Institutes of Health
2016
86
24
PMIDPaper TitleJournal TitlePublished Year
37811666Deep Learning-Based T2-Weighted MR Image Quality Assessment and Its Impact on Prostate Cancer Detection Rates.J Magn Reson Imaging2024
37858505Deep Learning-Based Interpretable AI for Prostate T2W MRI Quality Evaluation.Acad Radiol2024
37729551PI-RADS Version 2.0 Versus Version 2.1: Comparison of Prostate Cancer Gleason Grade Upgrade and Downgrade Rates From MRI-Targeted Biopsy to Radical Prostatectomy.AJR Am J Roentgenol2024
35922018The Low Rate of Adherence to Checklist for Artificial Intelligence in Medical Imaging Criteria Among Published Prostate MRI Artificial Intelligence Algorithms.J Am Coll Radiol2023
37717420Evaluation of a Deep Learning-based Algorithm for Post-Radiotherapy Prostate Cancer Local Recurrence Detection Using Biparametric MRI.Eur J Radiol2023
37622756Is prostatic adenocarcinoma with cribriform architecture more difficult to detect on prostate MRI?Prostate2023
37343766Artificial Intelligence-Based PTEN Loss Assessment as an Early Predictor of Prostate Cancer Metastasis After Surgery: A Multicenter Retrospective Study.Mod Pathol2023
37404084Comparison of MRI-Based Staging and Pathologic Staging for Predicting Biochemical Recurrence of Prostate Cancer After Radical Prostatectomy.AJR Am J Roentgenol2023
37205576Radiogenomic profiling of prostate tumors prior to external beam radiotherapy converges on a transcriptomic signature of TGF-β activity driving tumor recurrence.medRxiv2023
37129493Prospective Evaluation of PI-RADS Version 2.1 for Prostate Cancer Detection and Investigation of Multiparametric MRI-derived Markers.Radiology2023
36855860Deep learning-based decision forest for hereditary clear cell renal cell carcinoma segmentation on MRI.Med Phys2023
36789136Automatic segmentation of clear cell renal cell tumors, kidney, and cysts in patients with von Hippel-Lindau syndrome using U-net architecture on magnetic resonance images.ArXiv2023
36526922Ipsilateral hemigland prostate biopsy may underestimate cancer burden in patients with unilateral mpMRI-visible lesions.Abdom Radiol (NY)2023
36265908Predicting Outcomes of Indeterminate Bone Lesions on <sup>18</sup>F-DCFPyL PSMA PET/CT Scans in the Setting of High-Risk Primary or Recurrent Prostate Cancer.J Nucl Med2023
34598869A Cascaded Deep Learning-Based Artificial Intelligence Algorithm for Automated Lesion Detection and Classification on Biparametric Prostate Magnetic Resonance Imaging.Acad Radiol2022
35869307An MRI-based radiomics model to predict clear cell renal cell carcinoma growth rate classes in patients with von Hippel-Lindau syndrome.Abdom Radiol (NY)2022
35227084Prostate-Specific Membrane Antigen Is a Biomarker for Residual Disease following Neoadjuvant Intense Androgen Deprivation Therapy in Prostate Cancer.J Urol2022
35099572Deep learning-based artificial intelligence for prostate cancer detection at biparametric MRI.Abdom Radiol (NY)2022
35183438Development of a 3D CNN-based AI Model for Automated Segmentation of the Prostatic Urethra.Acad Radiol2022
35242446Artificial Intelligence-based Tumor Segmentation in Mouse Models of Lung Adenocarcinoma.J Pathol Inform2022
34809863Clinical Application of Artificial Intelligence in Positron Emission Tomography: Imaging of Prostate Cancer.PET Clin2022
32143993Quality of Prostate MRI: Is the PI-RADS Standard Sufficient?Acad Radiol2021
33601166Federated semi-supervised learning for COVID region segmentation in chest CT using multi-national data from China, Italy, Japan.Med Image Anal2021
33767213Generalized chest CT and lab curves throughout the course of COVID-19.Sci Rep2021
33847515Prognostic Features of Biochemical Recurrence of Prostate Cancer Following Radical Prostatectomy Based on Multiparametric MRI and Immunohistochemistry Analysis of MRI-guided Biopsy Specimens.Radiology2021
33568190Pattern of failure in prostate cancer previously treated with radical prostatectomy and post-operative radiotherapy: a secondary analysis of two prospective studies using novel molecular imaging techniques.Radiat Oncol2021
33537772Federated learning improves site performance in multicenter deep learning without data sharing.J Am Med Inform Assoc2021
33867045Changes in Magnetic Resonance Imaging Using the Prostate Cancer Radiologic Estimation of Change in Sequential Evaluation Criteria to Detect Prostate Cancer Progression for Men on Active Surveillance.Eur Urol Oncol2021
33785256Nascent Prostate Cancer Heterogeneity Drives Evolution and Resistance to Intense Hormonal Therapy.Eur Urol2021
34526699Federated learning for predicting clinical outcomes in patients with COVID-19.Nat Med2021
34733603Deep Learning Based Staging of Bone Lesions From Computed Tomography Scans.IEEE Access2021
34170972Harnessing clinical annotations to improve deep learning performance in prostate segmentation.PLoS One2021
33426151Quick guide on radiology image pre-processing for deep learning applications in prostate cancer research.J Med Imaging (Bellingham)2021
33442676Federated Learning used for predicting outcomes in SARS-COV-2 patients.Res Sq2021
33356479Magnetic Resonance Imaging-Targeted and Systematic Biopsy for Detection of Grade Progression in Patients on Active Surveillance for Prostate Cancer.J Urol2021
33351753Multi-Domain Image Completion for Random Missing Input Data.IEEE Trans Med Imaging2021
33289876Correction to: CT and clinical assessment in asymptomatic and pre-symptomatic patients with early SARS-CoV-2 in outbreak settings.Eur Radiol2021
33146796CT and clinical assessment in asymptomatic and pre-symptomatic patients with early SARS-CoV-2 in outbreak settings.Eur Radiol2021
32884130High throughput assessment of biomarkers in tissue microarrays using artificial intelligence: PTEN loss as a proof-of-principle in multi-center prostate cancer cohorts.Mod Pathol2021
33023952Sequential Prostate Magnetic Resonance Imaging in Newly Diagnosed High-risk Prostate Cancer Treated with Neoadjuvant Enzalutamide is Predictive of Therapeutic Response.Clin Cancer Res2021
32307270Quantitative Characterization of the Prostatic Urethra Using MRI: Implications for Lower Urinary Tract Symptoms in Patients with Benign Prostatic Hyperplasia.Acad Radiol2021
31468153Apical periurethral transition zone lesions: MRI and histology findings.Abdom Radiol (NY)2020
32054861A case report of multiple primary prostate tumors with differential drug sensitivity.Nat Commun2020
32070947Generalizing Deep Learning for Medical Image Segmentation to Unseen Domains via Deep Stacked Transformation.IEEE Trans Med Imaging2020
31676732<sup>18</sup>F-DCFPyL PET/CT Imaging in Patients with Biochemically Recurrent Prostate Cancer After Primary Local Therapy.J Nucl Med2020
33052737Data Augmentation and Transfer Learning to Improve Generalizability of an Automated Prostate Segmentation Model.AJR Am J Roentgenol2020
32716685PI-RADS® Category as a Predictor of Progression to Unfavorable Risk Prostate Cancer in Men on Active Surveillance.J Urol2020
32633674Evaluating Biochemically Recurrent Prostate Cancer: Histologic Validation of <sup>18</sup>F-DCFPyL PET/CT with Comparison to Multiparametric MRI.Radiology2020
32796848Artificial intelligence for the detection of COVID-19 pneumonia on chest CT using multinational datasets.Nat Commun2020
32679272Combined MRI-targeted Plus Systematic Confirmatory Biopsy Improves Risk Stratification for Patients Enrolling on Active Surveillance for Prostate Cancer.Urology2020
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Collaborators

Baris Turkbey
National Cancer Institute, National Institutes of Health
Co-authored papers 76
Peter L Choyke
National Cancer Institute, National Institutes of Health
Co-authored papers 66
Bradford J Wood
National Cancer Institute, National Institutes of Health
Co-authored papers 52
Maria J Merino
National Cancer Institute, National Institutes of Health
Co-authored papers 34
Daguang Xu
NVIDIA Corporation
Co-authored papers 10
Holger R Roth
NVIDIA Corporation
Co-authored papers 10
Hirofumi Obinata
Self-Defense Forces Central Hospital
Co-authored papers 7
Gianpaolo Carrafiello
Foundation IRCCS Ca' Granda - Ospedale Maggiore Policlinico, University of Milan
Co-authored papers 6
Hitoshi Mori
Kurashiki Central Hospital
Co-authored papers 6
Adam G Sowalsky
National Cancer Institute
Co-authored papers 6
Rosina T Lis
National Cancer Institute
Co-authored papers 4
Michael J Morris
Memorial Sloan Kettering Cancer Center
Co-authored papers 4
William Marston Linehan
Co-authored papers 3
Kaiyuan Sun
Co-authored papers 3
Huihui Ye
College of Optical Science and Engineering, Zhejiang University
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Ronald M Summers
National Institutes of Health (NIH) Clinical Center
Co-authored papers 3
Elizabeth C Jones
Clinical Center, National Institutes of Health
Co-authored papers 3
Daniel J Margolis
Weill Cornell Medical College
Co-authored papers 3
Tyler J Bradshaw
University of Wisconsin-Madison
Co-authored papers 3
John L Humm
Memorial Sloan Kettering Cancer Center
Co-authored papers 3
Tony Mazzulli
Mount Sinai Health System and University Health Network
Co-authored papers 2
Meena AbdelMaseeh
Lunenfeld-Tanenbaum Research Institute
Co-authored papers 2
Sharmila Majumdar
University of California san francisco
Co-authored papers 2
Shuichi Kawano
Self-Defense Forces Central Hospital
Co-authored papers 2
Jae Ho Sohn
University of California san francisco
Co-authored papers 2
Amilcare Gentili
University of California
Co-authored papers 2
Yu Rim Lee
Kyungpook National University
Co-authored papers 2
Chiu-Ling Lai
Medical Review and Pharmaceutical Benefits Division
Co-authored papers 2
Xihong Lin
Harvard T.H. Chan School of Public Health
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