Publications by authors named "Nathan Lay"

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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, Nathan S Lay

AJR Am J Roentgenol· December 2025

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State of the art review of AI in renal imaging.
Ali Sheikhy, Fatemeh Dehghani Firouzabadi, Nathan Lay, Negin Jarrah, Pouria Yazdian Anari, Ashkan Malayeri

Abdom Radiol (NY)· November 2025

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Physician-guided deep learning model for assessing thymic epithelial tumor volume.
Nirmal Choradia, Nathan Lay, Alex Chen, James Latanski, Meredith McAdams

J Med Imaging (Bellingham)· July 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

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

Comput Biol Med· May 2025

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Erratum to "Artificial intelligence-based tumor segmentation in mouse models of lung adenocarcinoma" [Journal of Pathology Informatics Volume 13, 2022, 100007].
Alena Arlova, Chengcheng Jin, Abigail Wong-Rolle, Eric S Chen, Curtis Lisle, Nathan Lay

J Pathol Inform· April 2025

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Multimodal approach to optimize biopsy decision-making for PI-RADS 3 lesions on multiparametric MRI.
Omer Tarik Esengur, Enis C Yilmaz, Kutsev B Ozyoruk, Alex Chen, Nathan S Lay

Clin Imaging· January 2025

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External Validation of a Previously Developed Deep Learning-based Prostate Lesion Detection Algorithm on Paired External and In-House Biparametric MRI Scans.
Enis C Yilmaz, Stephanie A Harmon, Yan Mee Law, Erich P Huang, Mason J Belue, Nathan S Lay

Radiol Imaging Cancer· November 2024

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AI-ADC: Channel and Spatial Attention-Based Contrastive Learning to Generate ADC Maps from T2W MRI for Prostate Cancer Detection.
Kutsev Bengisu Ozyoruk, Stephanie A Harmon, Nathan S Lay, Enis C Yilmaz, Ulas Bagci

J Pers Med· October 2024

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Non-Invasive Tumor Grade Evaluation in Von Hippel-Lindau-Associated Clear Cell Renal Cell Carcinoma: A Magnetic Resonance Imaging-Based Study.
Aryan Zahergivar, Pouria Yazdian Anari, Neil Mendhiratta, Nathan Lay, Shiva Singh, Ashkan A Malayeri

J Magn Reson Imaging· September 2024

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Deep learning-based image quality assessment: impact on detection accuracy of prostate cancer extraprostatic extension on MRI.
Yue Lin, Mason J Belue, Enis C Yilmaz, Yan Mee Law, Katie M Merriman, Nathan S Lay

Abdom Radiol (NY)· August 2024

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Deep Learning-Based T2-Weighted MR Image Quality Assessment and Its Impact on Prostate Cancer Detection Rates.
Yue Lin, Mason J Belue, Enis C Yilmaz, Stephanie A Harmon, Julie An, Nathan S Lay

J Magn Reson Imaging· June 2024

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Deep Learning-Based Detection and Classification of Bone Lesions on Staging Computed Tomography in Prostate Cancer: A Development Study.
Mason J Belue, Stephanie A Harmon, Dong Yang, Julie Y An, Sonia Gaur, Nathan S Lay

Acad Radiol· June 2024

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Location-based Radiology Report-Guided Semi-supervised Learning for Prostate Cancer Detection.
Alex Chen, Nathan Lay, Stephanie Harmon, Kutsev Ozyoruk, Enis Yilmaz

ArXiv· June 2024

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Automated prostate gland segmentation in challenging clinical cases: comparison of three artificial intelligence methods.
Latrice A Johnson, Stephanie A Harmon, Enis C Yilmaz, Yue Lin, Mason J Belue, Nathan S Lay

Abdom Radiol (NY)· May 2024

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Deep learning-based whole-body PSMA PET/CT attenuation correction utilizing Pix-2-Pix GAN.
Kevin C Ma, Esther Mena, Liza Lindenberg, Nathan S Lay, Phillip Eclarinal

Oncotarget· May 2024

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Evaluation of a Cascaded Deep Learning-based Algorithm for Prostate Lesion Detection at Biparametric MRI.
Yue Lin, Enis C Yilmaz, Mason J Belue, Stephanie A Harmon, Jesse Tetreault, Nathan S Lay

Radiology· May 2024

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Deep Learning-Based Interpretable AI for Prostate T2W MRI Quality Evaluation.
Mason J Belue, Yan Mee Law, Jamie Marko, Evrim Turkbey, Ashkan Malayeri, Nathan S Lay

Acad Radiol· April 2024

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Kidney scoring surveillance: predictive machine learning models for clear cell renal cell carcinoma growth using MRI.
Pouria Yazdian Anari, Aryan Zahergivar, Nikhil Gopal, Aditi Chaurasia, Nathan Lay, Ashkan A Malayeri

Abdom Radiol (NY)· April 2024

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Deep learning algorithm (YOLOv7) for automated renal mass detection on contrast-enhanced MRI: a 2D and 2.5D evaluation of results.
Pouria Yazdian Anari, Nathan Lay, Aryan Zahergivar, Fatemeh Dehghani Firouzabadi, Aditi Chaurasia, Ashkan A Malayeri

Abdom Radiol (NY)· April 2024

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Using YOLO v7 to Detect Kidney in Magnetic Resonance Imaging.
Pouria Yazdian Anari, Fiona Obiezu, Nathan Lay, Fatemeh Dehghani Firouzabadi, Aditi Chaurasia, Ashkan A Malayeri

ArXiv· February 2024

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PI-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.
Enis C Yilmaz, Yue Lin, Mason J Belue, Stephanie A Harmon, Tim E Phelps, Nathan S Lay

AJR Am J Roentgenol· January 2024

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Comparison of MRI-Based Staging and Pathologic Staging for Predicting Biochemical Recurrence of Prostate Cancer After Radical Prostatectomy.
Katie M Merriman, Stephanie A Harmon, Mason J Belue, Enis C Yilmaz, Zoë Blake, Nathan S Lay

AJR Am J Roentgenol· December 2023

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Deep learning-based decision forest for hereditary clear cell renal cell carcinoma segmentation on MRI.
Nathan Lay, Pouria Yazdian Anari, Aditi Chaurasia, Fatemeh Dehghani Firouzabadi, Stephanie Harmon, Ashkan A Malayeri

Med Phys· August 2023

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Automatic 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.
Pouria Yazdian Anari, Nathan Lay, Aditi Chaurasia, Nikhil Gopal, Safa Samimi, Ashkan A Malayeri

ArXiv· January 2023

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