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Hu, Yanle

0000-0002-8038-0773

Mayo Clinic

Mayo Clinic in Arizona

Citations 24

Prior information-based subtraction radiography for enhanced tumor visibility in image-guided radiotherapy
Hu, Yanle , Leng, Shuai, Leng, Shuai

Frontiers in Oncology | March 18, 2026 | Volume: 16 | Issue: No issue available | Pages: No page available

10.3389/fonc.2026.1750996 Get It

Purpose Two-dimensional (2D) X-ray imaging is routinely used in radiotherapy for patient alignment but offers limited tumor visibility due to anatomical overlap. We propose a novel technique, prior information-based subtraction (PIBS) radiography, to enhance tumor visualization on 2D X-ray and facilitate more accurate patient alignment. Materials and methods PIBS X-ray improves tumor visualization on 2D X-ray by subtracting signal contributions from non-essential (NE) tissues, which can be obtained from the planning CT (prior information). To demonstrate the feasibility, we acquired four CT scans using a thorax phantom with a spherical lung target, representing the planning CT and three treatment-day CTs capturing the patient’s positions with the lung tumor at three different locations, respectively. NE tissues, defined as structures outside the thoracic cavity, were segmented from the planning CT. On treatment days, we aligned NE tissues based on bony structures via 3D/3D or 2D/2D registration and applied the calculated shifts so the patient’s position matched that in the planning CT. To simulate 2D X-rays, digitally reconstructed radiographs (DRRs) were generated from the planning CT of NE tissues and aligned with treatment-day CTs. Subtracting NE tissue contributions from conventional 2D X-ray yielded PIBS X-ray. PIBS X-ray images were compared with conventional X-ray images to assess tumor visibility. Results PIBS X-ray provided better tumor visualization across all projection angles and all tumor locations compared to conventional X-ray, even for certain cases where the tumor was completely indistinguishable on conventional X-ray. Both 3D/3D and 2D/2D registrations produced acceptable alignment of NE tissues because of the clear visibility of bony structures. Conclusion PIBS X-ray is a promising technique to enhance tumor visualization on 2D X-ray. In this study, we demonstrated its potential in improving radiotherapy on-board imaging using a thorax phantom. In the future, we will explore strategies for integrating this technology into clinical workflows and evaluate its clinical benefits in radiotherapy patients.
HU Coefficient: A Clinically Oriented Metric to Evaluate Contour Accuracy in Radiation Therapy
Hu, Harold Yang, Hu, Shaw Yang, Yang, Min , Hu, Yanle , Yang, Min

No container title available | September 16, 2024 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.21203/rs.3.rs-4889436/v1 Get It

Abstract Purpose To propose a clinically oriented quantitative metric, the HU coefficient, to evaluate contour quality, gauge the performance of auto contouring methods, and aid effective allocation of clinical resources. Materials and Methods Publicly available pelvic CT data from the Cancer Imaging Archive was used to demonstrate the clinical utility of the HU coefficient in contour evaluation. The bladder was selected as the organ of interest. It was contoured by a certified medical dosimetrist and reviewed by a certified medical physicist. This contour served as the ground truth contour. From this contour, we simulated two contour sets. The first set had the same Dice similarity coefficient (DSC) but different HU coefficients, whereas the second set kept a constant HU coefficient while exhibiting different DSCs. Four individuals were asked to adjust the simulated contours until they met clinical standards. The corresponding contour modification times were recorded and normalized by individual’s manual contouring times from scratch. The normalized contour modification time was correlated to the HU and DSC to evaluate their suitability as quantitative metrics assessing contour quality. Results The HU coefficient maintained a strong correlation with the normalized contour modification time when both sets of simulated contours were included in analysis. The correlation between the DSC and normalized contour modification time, however, was weak. Compared to DSC, HU is more suitable for evaluating contour quality. Conclusions We demonstrated that the HU coefficient correlated well with the average normalized contour modification time. Clinically, contour modification time is the most relevant factor in allocating clinical resources. Therefore, the HU coefficient is better suited than DSC to assess contour quality from a clinical perspective.
AAPM Task Group 334: A guidance document to using radiotherapy immobilization devices and accessories in an MR environment
Hobson, Maritza A. , Hu, Yanle , Glide‐Hurst, Carri , Jackson, Paul D., Jang, Sunyoung, Narayanan, Sreeram, Park, Justin C., Steffen, John J., Zhou, Yong , Caldwell, Barrett S. , Cohen, Gil’ad N. , Huang, Long , Jang, Sunyoung, Langner, Ulrich W. , Lee, Hannah J. , Levesque, Ives R. , Steffen, John, Wu, Qiuwen , Zhou, Yong

Medical Physics | April 22, 2024 | Volume: 51 | Issue: 6 | Pages: 3822-3849

10.1002/mp.17061 Get It

AbstractUse of magnetic resonance (MR) imaging in radiation therapy has increased substantially in recent years as more radiotherapy centers are having MR simulators installed, requesting more time on clinical diagnostic MR systems, or even treating with combination MR linear accelerator (MR‐linac) systems. With this increased use, to ensure the most accurate integration of images into radiotherapy (RT), RT immobilization devices and accessories must be able to be used safely in the MR environment and produce minimal perturbations. The determination of the safety profile and considerations often falls to the medical physicist or other support staff members who at a minimum should be a Level 2 personnel as per the ACR. The purpose of this guidance document will be to help guide the user in making determinations on MR Safety labeling (i.e., MR Safe, Conditional, or Unsafe) including standard testing, and verification of image quality, when using RT immobilization devices and accessories in an MR environment.
Indescribable Multi-Modal Spatial Evaluator
Kong, Lingke, Qi, X. Sharon , Shen, Qijin, Zhang, Jingyi , Hu, Yanle , Zhou, Qichao, Wang, Jiacheng

2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) | August 22, 2023 | Volume: No volume available | Issue: No issue available | Pages: 9853-9862

10.1109/cvpr52729.2023.00950 Get It

History and future of image-guided radiation therapy in abdominal cancer
Robertson, Daniel , Bhangoo, R.S. , Hu, Yanle , Yang, Yunze , Rule, William G., Vargas, Carlos , Penoncello, Gregory P. , Liu, Wei

Principles and Practice of Image-Guided Abdominal Radiation Therapy | February 2, 2023 | Volume: No volume available | Issue: No issue available | Pages: 2-1-2-27

10.1088/978-0-7503-2468-7ch2 Get It

An introduction to key performance indicators for medical physicists
DiCostanzo, D.J. , Kumaraswamy, Lalith K. , Shuman, Jillian, Pavord, Daniel C. , Hu, Yanle , Waite‐Jones, Christopher G., Hsu, Annie , Jordan, David W.

Journal of Applied Clinical Medical Physics | July 13, 2022 | Volume: 23 | Issue: 8 | Pages: No page available

10.1002/acm2.13718 Get It

AbstractQualified medical physicists (QMPs) are in a unique position to influence the creation and application of key performance indicators (KPIs) across diverse practices in health care. Developing KPIs requires the involvement of stakeholders in the area of interest. Fundamentally, KPIs should provide actionable information for the stakeholders using or viewing them. During development, it is important to strongly consider the underlying data collection for the KPI, making it automatic whenever possible. Once the KPI has been validated, it is important to setup a review cycle and be prepared to adjust the underlying data or action levels if the KPI is not performing as intended. Examples of specific KPIs for QMPs of common scopes of practice are provided to act as models to aid in implementation. KPIs are a useful tool for QMPs, regardless of the scope of practice or practice environment, to enhance the safety and quality of care being delivered.
Technical note: Evaluation of artificial 120‐kilovolt computed tomography images for radiation therapy applications
Tao, Shengzhen , Michalak, Gregory J. , McCollough, C, Hu, Yanle , McCollough, Cynthia, Gong, Hao, Leng, Shuai

Medical Physics | April 8, 2022 | Volume: 49 | Issue: 6 | Pages: 3683-3691

10.1002/mp.15592 Get It

AbstractPurposeThe purpose of this work is to evaluate the scaled computed tomography (CT) number accuracy of an artificial 120 kV reconstruction technique based on phantom experiments in the context of radiation therapy planning.MethodsAn abdomen‐shaped electron density phantom was scanned on a clinical CT scanner capable of artificial 120 kV reconstruction using different tube potentials from 70 to 150 kV. A series of tissue‐equivalent phantom inserts (lung, adipose, breast, solid water, liver, inner bone, 30%/50% CaCO3, cortical bone) were placed inside the phantom. Images were reconstructed using a conventional quantitative reconstruction kernel as well as the artificial 120 kV reconstruction kernel. Scaled CT numbers of inserts were measured from images acquired at different kVs and compared with those acquired at 120 kV, which were deemed as the ground truth. The relative error was quantified as the percentage deviation of scaled CT numbers acquired at different tube potentials from their ground truth values acquired at 120 kV.ResultsScaled CT numbers measured from images reconstructed using the conventional reconstruction demonstrated a strong kV‐dependence. The relative error in scaled CT numbers ranged from 0.6% (liver insert) to 31.1% (cortical bone insert). The artificial 120 kV reconstruction reduced the kV dependence, especially for bone tissues. The relative error in scaled CT number was reduced to 0.4% (liver insert) and 2.6% (30% CaCO3 insert) using this technique. When tube potential selection was limited to the range of 90 to 150 kV, the relative error was further restrained to <1.2% for all tissue types.ConclusionPhantom results demonstrated that using the artificial 120 kV technique, it was feasible to acquire raw projection data at the desired tube potential and then reconstruct images with scaled CT numbers comparable to those obtained directly at 120 kV. In radiotherapy applications, this technique may allow optimization of tube potential without complicating clinical workflow by eliminating the necessity of maintaining multiple sets of CT calibration curves.
Book review of An Introduction to MRI for Medical Physicists and Engineers
Hu, Yanle

Journal of Applied Clinical Medical Physics | January 19, 2022 | Volume: 23 | Issue: 3 | Pages: No page available

10.1002/acm2.13435 Get It

Technical Note: Long‐term monitoring of diode sensitivity degradation induced by proton irradiation
Younkin, James E. , Robertson, Daniel , Hu, Yanle , Morales, Danairis Hernandez, Shen, Jiajian , Ding, Xiaoning, Robertson, Daniel G, Bues, Martin , Shen, Jiajian , Liu, Wei

Medical Physics | October 7, 2021 | Volume: 48 | Issue: 11 | Pages: 6634-6641

10.1002/mp.15265 Get It

AbstractPurposeTo measure diode sensitivity degradation (DSD) induced by cumulative proton dose delivered to a commercial daily quality assurance (QA) device.MethodsAt our institution, six Daily QA 3 (DQA3, Sun Nuclear Corporation, Melbourne, FL, USA) devices have been used for daily proton pencil beam scanning QA in four proton gantry rooms over a span of 4 years. DQA3 diode counts were cross‐calibrated using a homogenous field with a known dose of 1 Gy. The DSD rate (ΔR%/100 Gy) was calculated using linear regression on time‐series plots of diode counts and an estimate of cumulative dose per year based on the cross‐calibration. The effect of DSD on daily QA spot position measurements was quantified by converting DSD to baseline spot position shift.ResultsThe average dose delivered to the four inner DQA3 diodes was 104 ± 5 Gy/year, and the rate of DSD was ‐5.1% ± 1.0/100 Gy with the exception of one DQA3 device that had a significantly higher rate of DSD (–12%/100 Gy). The R2s of the linear fit to time‐series plots were between 0.92 and 0.98. The DSD rates were not constant but decreases with accumulated doses. The four center diodes, which received 40% of the cumulative dose received by inner diodes, had a DSD rate of –7.2% ± 0.9/100 Gy. For our daily QA program, 1 year of DSD was equivalent to a 0.2 mm shift in spot position.ConclusionsThe DSD rate of DQA3 diodes determined by long‐term proton daily QA data was about –5%/100 Gy, which is more than 10 times greater than the reported DSD rate from photon irradiation. DQA3 diodes may be used for daily proton QA programs, provided that they are recalibrated at an appropriate frequency that should be determined specifically for different daily QA programs.
Technical Note: Clinical modeling and validation of breast tissue expander metallic ports in a commercial treatment planning system for proton therapy
Kang, Yixiu, Shen, Jiajian , Hu, Yanle , Ding, Xiaoning, Bues, Martin , Shen, Jiajian , Liu, Wei

Medical Physics | September 14, 2021 | Volume: 48 | Issue: 11 | Pages: 7512-7525

10.1002/mp.15225 Get It

AbstractPurposeTo validate breast tissue expander metallic port (MP) models in a commercial treatment planning system (TPS) in proton pencil beam scanning (PBS) treatments for breast cancer patients with breast tissue expanders.Methods and materialsThree types of MPs taken out of a Mentor CPX4, a Natrelle 133, and a PMT Integra breast tissue expanders and a 650 cc saline filled Mentor CPX4 expander were placed on top of acrylic slabs, and scanned using a Siemens Somatom Definition AS Open RT CT scanner. Structure templates for each of the MPs were designed within Eclipse TPS. The CT numbers for the metallic parts were overridden to reflect measured or calculated relative proton stopping powers (RPSPs). Mock targets were contoured in acrylic to represent postmastectomy chest‐wall radiation therapy (PMRT) targets. Plans with different beam incident angles were optimized using the Eclipse TPS to deliver uniform prescription dose to the target using Hitachi Probeat‐V PBS beams. Eclipse calculated doses and an in‐house Monte Carlo (MC) code calculated doses were compared to the measured Gafchromic EBT3 film doses in acrylic.ResultsTPS/MC and film dose comparison results showed that (1) 3%/2 mm/10% threshold Gamma pass rates were better than 90.8% in the acrylic target region for all plans; (2) comparing TPS and film doses for the individual beam plans in the MP dose shadow areas, the area with dose difference above 5% ([ΔA] 5%) ranged from 1.1 to 5.0 cm2, and the maximum dose difference ([ΔD] 0.01 cm2) ranged from 12.5% to 25.0%; (3) comparing MC and film doses for the individual beam plans in the MP dose shadow areas, the (ΔA) 5% varied from 1.1 to 2.9 cm2 and (ΔD) 0.01 cm2 varied from 8.5% to 24.2%; (4) for a plan composed of three individual beams treating through the Mentor CPX4 expander, the TPS (ΔA) 5% was less than 0.13 cm2, and the (ΔD) 0.01 cm2 was less than 6% in the MP dose shadow areas.ConclusionsIt is feasible to treat patients with tissue expanders using multiple PBS beams using a structure template with CT number overridden to represent the measured/calculated RPSP for MPs for PBS treatment planning. MC dose was more accurate than analytical dose in the areas with high dose gradient caused by the density heterogeneity of the breast tissue expander MPs.