activity
20132026
most citedNeural network dose models for knowledge-based planning in pancreatic SBRT

71 citations · 181 across the 11 of their papers we have counts for

collaborators

11 papers

cs.CV2026

HERMES: A Hybrid Ensemble for Head-and-Neck Tumor Segmentation, TN Staging, and Recurrence-Free Survival on PET/CT

Kai Wang, Meixu Chen, Elie Nasr +2

We present HERMES (Hybrid Ensemble for Radiotherapy-target segmentation, Malignancy staging, and Event-free Survival), a single containerized algorithm for the three HECKTOR 2026 s…

physics.med-ph2023★ 1 cited

A 2D antiscatter grid and scatter sampling based CBCT method for online dose calculations during CBCT guided radiation therapy of pelvis

Farhang Bayat, Brian Miller, Yeonok Park +7

Online dose calculations before radiation treatment have applications in dose delivery verification, plan adaptation, and treatment planning. We propose a novel CBCT imaging pipeli…

physics.med-ph2023

2D antiscatter grid and scatter sampling based CBCT pipeline for image guided radiation therapy

Farhang Bayat, Dan Ruan, Moyed Miften +1

Poor tissue visualization and quantitative accuracy in CBCT is a major barrier in expanding the role of CBCT imaging from target localization to quantitative treatment monitoring a…

physics.med-ph2022★ 12 cited

Concurrent kilovoltage CBCT imaging and megavoltage beam delivery: Suppression of cross-scatter with 2D antiscatter grids and grid-based scatter sampling

Farhang Bayat, Mohamed Elsayed Eldib, Brian Kavanagh +2

The concept of using kilovoltage (kV) and megavoltage (MV) beams concurrently has potential applications in cone beam computed tomography (CBCT) guided radiation therapy, such as s…

physics.med-ph2020★ 19 cited

Evaluation of scatter rejection and correction performance of 2D antiscatter grids in cone beam computed tomography

Yeonok Park, Timur Alexeev, Brian Miller +2

Purpose: We have been investigating 2D antiscatter grids (2D ASG) to reduce scatter fluence and improve image quality in cone beam computed tomography (CBCT). In this work, two dif…

physics.med-ph2019★ 9 cited

Quantifying allowable motion to achieve safe dose escalation in pancreatic SBRT

Yijun Ding, Warren G. Campbell, Moyed Miften +4

Tumor motion plays a key role in the safe delivery of Stereotactic Body Radiotherapy (SBRT) for pancreatic cancer. The purpose of this study was to use tumor motion data measured i…

physics.med-ph2017★ 71 cited

Neural network dose models for knowledge-based planning in pancreatic SBRT

Warren G. Campbell, Moyed Miften, Lindsey Olsen +4

Stereotactic body radiation therapy (SBRT) for pancreatic cancer requires a skillful approach to deliver ablative doses to the tumor while limiting dose to the highly sensitive duo…

physics.med-ph2017★ 24 cited

Automated target tracking in kilovoltage images using dynamic templates of fiducial marker clusters

Warren G. Campbell, Moyed Miften, Bernard L. Jones

Purpose: Implanted fiducial markers are often used in radiotherapy to facilitate accurate visualization and localization of tumors. Typically, such markers are used to aid daily pa…

physics.med-ph2015★ 18 cited

Adaptive motion mapping in pancreatic SBRT patients using Fourier transforms

Bernard L. Jones, Tracey Schefter, Moyed Miften

Recent studies suggest that 4DCT is unable to accurately measure respiratory-induced pancreatic tumor motion. In this work, we assessed the daily motion of pancreatic tumors treate…

physics.med-ph2015★ 8 cited

Calculating tumor trajectory and dose-of-the-day using cone-beam CT projections

Bernard L. Jones, David Westerly, Moyed Miften

Purpose: Cone-beam CT (CBCT) projection images provide anatomical data in real-time over several respiratory cycles, forming a comprehensive picture of tumor movement. We developed…

physics.med-ph2013★ 19 cited

Dosimetric and Deformation Effects of Image-Guided Interventions during Stereotactic Body Radiation Therapy of the Prostate using an Endorectal Balloon

Bernard L. Jones, Gregory Gan, Quentin Diot +3

During Stereotactic Body Radiotherapy (SBRT) for the treatment of prostate cancer, an inflatable endorectal balloon (ERB) may be used to reduce motion of the target and reduce the…