Publications by authors named "James Sohn"

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Linear accelerator (linac) downtime analysis assisted with a Large Language Model (LLM).
Yeochan Youn, Joseph B Schulz, Ethan Stolen, Karl Farrey, Emil Muresan, James J Sohn

J Appl Clin Med Phys· December 2025

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Streamlining custom bolus fabrication via 3D-to-2D unfolding using spectral mesh flattening.
James J Sohn, Ethan Stolen, Siddhant Sen, Amritha Praveen, Jeonghoon Park

Biomed Phys Eng Express· October 2025

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Asymmetry in neurovascular bundle blood flow in prostate cancer patients: A pre-treatment doppler ultrasound study.
Jing Wang, Xiaofeng Yang, Boran Zhou, James J Sohn, Richard L J Qiu

J Appl Clin Med Phys· September 2025

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Deep learning-based applicator selection between Syed and T&O in high-dose-rate brachytherapy for locally advanced cervical cancer: a retrospective study.
Runyu Jiang, Malvern Madondo, Xiaoman Zhang, Yuan Shao, Mohammadamin Moradi, James J Sohn

Phys Med Biol· June 2025

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Automated Treatment Planning for Interstitial HDR Brachytherapy for Locally Advanced Cervical Cancer using Deep Reinforcement Learning.
Mohammadamin Moradi, Runyu Jiang, Yingzi Liu, Malvern Madondo, Tianming Wu, James J Sohn

ArXiv· June 2025

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Fully customizable bronze-PLA lung shields using 3D printing for total body irradiation (TBI).
Ethan D Stolen, Tianming Wu, Joseph B Schulz, Lunya Allie, Caleb Song, James J Sohn

Biomed Phys Eng Express· May 2025

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Optical Automatic Contour Tracing (O-ACT) - A novel optical image-guided contour tracing method for electron beam shaping.
James J Sohn, Jeonghoon Park, Siddhant Sen, Tianming Wu, Matt Mielke

Med Phys· February 2025

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Optimized needle configuration for operational seed (ONCOSEED) efficiency and deployment for prostate seed implants.
Siddhant Sen, Ethan Stolen, Jaehee Chun, Jin Sung Kim, James J Sohn

Tech Innov Patient Support Radiat Oncol· December 2024

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Characterization of brass mesh bolus for electron beam therapy.
Sara N Lim, James J Sohn, Slade J Klawikowski, John P Hayes, Eric Donnelly

Biomed Phys Eng Express· October 2024

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Innovative 3D printing and molding process for secondary-skin-collimator fabrication.
James J Sohn, Haram Kim, Ethan Stolen, Gibson Chidel, Sung Jang

Biomed Phys Eng Express· August 2024

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Out of field scatter from electron applicator in modern linear accelerators.
Bishwambhar Sengupta, Greg DeFillippo, James J Sohn, Poonam Yadav, Indra J Das

J Appl Clin Med Phys· June 2024

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Investigation of triaxial cables and microdetectors in small field dosimetry.
James J Sohn, Indra J Das

Biomed Phys Eng Express· May 2024

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Utilizing a novel hybrid brachytherapy technique FINITO (Freehand Interstitial Needles in addition to Tandem and Ovoid) for locally advanced cervical cancer.
Yue H Zhang, Sara Martin, Han Liu, Dorin Todor, James J Sohn

Brachytherapy· February 2024

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Shallow kinetics induced by a metronome (SKIM): A novel contactless respiratory motion management.
James Sohn, Mitchell Polizzi, Philip Reed McDonagh, Christopher Guy, Rabten Datsang

J Appl Clin Med Phys· December 2023

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An integrated and fast imaging quality assurance phantom for a 0.35 T magnetic resonance imaging linear accelerator.
James J Sohn, Sara Lim, Indra J Das, Poonam Yadav

Phys Imaging Radiat Oncol· July 2023

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Deep learning-based protoacoustic signal denoising for proton range verification.
Jing Wang, James J Sohn, Yang Lei, Wei Nie, Jun Zhou

Biomed Phys Eng Express· May 2023

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A Novel Workflow with a Customizable 3D Printed Vaginal Template and a Direction Modulated Brachytherapy (DMBT) Tandem Applicator for Adaptive Interstitial Brachytherapy of the Cervix.
James J Sohn, Mitchell Polizzi, Dylan Richeson, Somayeh Gholami, Indra J Das

J Clin Med· November 2022

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Investigation of Isotoxic Dose Escalation and Plan Quality with TDABC Analysis on a 0.35 T MR-Linac (MRL) System in Ablative 5-Fraction Stereotactic Magnetic Resonance-Guided Radiation Therapy (MRgRT) for Primary Pancreatic Cancer.
Robert Hawranko, James J Sohn, Keith Neiderer, Ed Bump, Timothy Harris

J Clin Med· May 2022

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Review of Machine Learning in Lung Ultrasound in COVID-19 Pandemic.
Jing Wang, Xiaofeng Yang, Boran Zhou, James J Sohn, Jun Zhou

J Imaging· March 2022

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Intensity Modulated High Dose Rate (HDR) Brachytherapy Using Patient Specific 3D Metal Printed Applicators: Proof of Concept.
James J Sohn, Mitchell Polizzi, Sang-Won Kang, Woo-Hyeong Ko, Yong-Hyun Cho

Front Oncol· February 2022

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Flat-panel imager energy-dependent proton radiography for a proton pencil-beam scanning system.
Joseph Harms, Luke Maloney, James J Sohn, Anna Erickson, Yuting Lin

Phys Med Biol· July 2020

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Analytical Low-Dose CBCT Reconstruction Using Non-local Total Variation Regularization for Image Guided Radiation Therapy.
James J Sohn, Changsoo Kim, Dong Hyun Kim, Seu-Ran Lee, Jun Zhou

Front Oncol· February 2020

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