Radiation Medicine Commons^™

Implementation Of Tg-351 Reference Dosimetry For A 6 Mv Photon Beam In An Mr-Guided Radiotherapy System, Nicholas A. Castellano Jr.

Theses and Dissertations

Magnetic resonance guided radiation therapy (MRgRT) combines magnetic resonance imaging (MRI) and radiation therapy to enable the visualization of anatomy in real time during treatment. The presence of a magnetic field in MRgRT affects charged particle radiation and detector responses, necessitating changes to traditional reference dosimetry procedures. The American Association of Physicists in Medicine (AAPM) Task Group 351 (TG-351) provides a formalism for reference dosimetry in MRgRT. In this study, the TG 351 formalism is used to perform reference dosimetry for a 6 MV flattening filter-free (FFF) photon beam from a Viewray MRIdian MR-Linac radiation therapy system. Beam quality determination, …

Implementing The Nyu Electronic Patient Visit Assessment (Epva), Janet H Van Cleave, Abraham A Brody, Dena Schulman-Green, Kenneth S Hu, Zujun Li, Stephen B Johnson, Vincent J Major, Christopher E Lominska, Jessica R Bauman, Alexander N Hanania, Ghia V Tatlonghari, Marcely Tsikis, Brian L Egleston

Faculty, Staff and Students Publications

Background: Aggressive treatment with multimodal therapies such as surgery, chemotherapy, and radiation therapy has improved survival in head and neck cancer (HNC) but at a human cost of a substantial symptom burden and impact on quality of life. We developed the NYU Electronic Patient Visit Assessment (ePVA)© for HNC as a digital patient-reported symptom monitoring system that enables early symptom detection and real-time interventions at the point of care. With this study protocol, we aim to test the effectiveness of the ePVA in improving HNC outcomes in real-world settings and to identify implementation strategies optimizing its effectiveness.

Methods: We will …

Urgent Radiotherapy For Superior Vena Cava Syndrome In Metastatic Non-Small Cell Lung Cancer: A Case Report, Arpeet Patel, Nilanjan Haldar, Ida Micaily, Michael Greenberg, Evan Nardone, John A. Lippert, Christopher Fundakowski, Adam C. Mueller

Department of Radiation Oncology Faculty Papers

Superior vena cava (SVC) syndrome is a life-threatening complication of thoracic malignancies, requiring rapid management in the setting of airway compromise or hemodynamic instability. We present a 59-year-old male with metastatic non-small cell lung cancer (NSCLC) who developed superior vena cava syndrome (SVCS) due to compression from a large mediastinal mass identified as metastatic lung adenocarcinoma. His declining respiratory status progressed rapidly, necessitating intensive care. After extensive multidisciplinary collaboration, the patient was determined fit for inpatient radiation therapy and 10 fractions of 300 cGy external beam radiotherapy to the obstructing lesion was planned. However, the patient was unable to lay …

From Standard To Stratified: Modeling Ntcp And Ear To Personalize Daily Mv-Cbct In Radiotherapy., Duong Thanh Tai, Luong Tien Phat, Tran Trung Kien, Duong Tuan Linh, Nguyen Ngoc Anh, Nguyen Quang Hung, Peter Sandwall, Parham Alaei, David Bradley, James C L Chow

Oncology Articles

PURPOSE: To evaluate the cumulative radiobiological impact of daily megavoltage cone-beam computed tomography (MV-CBCT) imaging dose based on normal tissue complication probability (NTCP) and excess absolute risk (EAR) of secondary malignancies among radiotherapy patients treated for breast, pelvic, and head & neck cancers. This study investigated whether MV-CBCT imaging dose warrants protocol personalization according to patient age, anatomical treatment site, and organ-specific radiosensitivity.

METHODS: This retrospective study included cohorts of breast (n = 30), pelvic (n = 17), and head & neck (n = 20) cancer patients undergoing radiotherapy with daily MV-CBCT. Imaging dose distributions employing two common MV-CBCT protocols …

Integrating Spot-Scanning Proton Arc Therapy With Functional Avoidance Strategies To Reduce Pulmonary Toxicity, Yingxuan Chen, Peilin Liu, Xiaoda Cong, Edward Castillo, Richard Castillo, Inga Grills, Craig Stevens, Xiangkun Xu, Xiaoqiang Li, Yevgeniy Vinogradskiy, Xuanfeng Ding

Department of Radiation Oncology Faculty Papers

Background and purpose: Functional avoidance radiotherapy has emerged as a promising technique using functional imaging to minimize pulmonary toxicity by reducing doses to functional lung. This study aims to investigate the potential dose-volume advantages of a novel spot-scanning proton arc (SPArc) therapy for functional avoidance radiotherapy with four-dimensional computed tomography (4DCT)-based ventilation imaging.

Material and methods: Twenty-five patients from a prospective functional avoidance clinical trial treated with intensity-modulated photon radiotherapy were included. Robustly optimized intensity modulated proton therapy (IMPT) and SPArc plans were generated in RayStation. Functional lung contour was derived from the 4DCT-based ventilation imaging and utilized as an …

A Feasibility Study Of Sexual Organ-Dose Sparing Volumetric Modulated Arc Therapy In Female Low Rectal Cancer Patients Treated With Three-Dimensional Conformal Radiation Therapy, Margaret Downes, Victoria Olsen, Andre Williams, Rendi Sheu, Maria Thor, Lucy Greenwald, Vishruta Dumane, Kristin Hsieh, Ayesha Ali, Orly Morgan, Michael Buckstein, Deborah Marshall

Department of Radiation Oncology Faculty Papers

BACKGROUND: Sexual dysfunction is a significant toxicity of pelvic radiation therapy (RT) for female rectal cancer patients and may be more common with intensity-modulated techniques compared to three-dimensional conformal radiation therapy (3D-CRT). However, limited research has evaluated dose sparing of female sexual organs at risk (OARs), particularly erectile tissues that are critical for sexual function.

PURPOSE: This feasibility study aimed to demonstrate the practicality of contouring and sparing female sexual OARs in rectal cancer RT by generating sexual organ-sparing volumetric modulated arc therapy (SO-VMAT) plans from a small 3D-CRT cohort and comparing dose distributions to guide future planning.

METHODS: Nine …

Fast And Accurate Measurement Of Small Field Dosimetry Using A Novel Scintillation Detector, Yiding Han, Jingzhu Xu, Yao Hao, Baozhou Sun

Faculty, Staff and Students Publications

Background: The most used instruments for small-field dosimetry have notable limitations, including the need for correction of output factors, limited scanning speeds, and challenges in alignment for percentage depth dose (PDD) measurements, particularly for extremely small fields. However, plastic scintillation detectors (PSDs) are an attractive alternative for small-field dosimetry due to their correction-free nature, linear dose response, and fast response time.

Purpose: This study evaluates the robustness and accuracy of the dosimetric measurements using a new water-equivalent PSD in small-field dosimetry. The study also aims to report accurate measurements of output factors, profiles, and an indirect method for measuring PDD …

Evaluating Covid-19 Severity Prediction And Immune Dynamics With Nulisaseq: Insights From The Impacc Study, Koji Abe, Tyson H Holmes, Tran T Nguyen, Seunghee Kim-Schulze, Ofer Levy, Lindsey R Baden, Esther Melamed, Lauren I R Ehrlich, Grace A Mccomsey, Rafick P Sekaly, Charles B Cairns, Elias K Haddad, Albert C Shaw, David A Hafler, Ruth R Montgomery, David B Corry, Farrah Kheradmand, Mark A Atkinson, Scott C Brakenridge, Nelson I Agudelo Higuita, Jordan P Metcalf, Catherine L Hough, William B Messer, Bali Pulendran, Kari C Nadeau, Mark M Davis, Ana Fernandez-Sesma, Viviana Simon, Monica Kraft, Chris Bime, Carolyn S Calfee, David J Erle, Joanna Schaenman, Elaine F Reed, Al Ozonoff, Bjoern Peters, Steven H Kleinstein, Alison D Augustine, Joann Diray-Arce, Patrice M Becker, Nadine Rouphael, Holden T Maecker

Faculty, Staff and Students Publications

The National Institutes of Health-funded IMPACC (IMmunoPhenotyping Assessment in a COVID-19 Cohort) evaluated longitudinal clinical and immunological features of human patients hospitalized for COVID-19. This study focuses on comparing the novel NULISAseq assay with the Olink platform using a subset of participants to assess their efficacy in predicting COVID-19 severity and understanding immune response dynamics. Our findings reveal that NULISAseq could provide superior detectability and dynamic range across various targets. Elastic net analysis demonstrated that specific proteins, including amphiregulin, effectively predict COVID-19 severity from sera at admission (samples drawn within 96 h of admission), with a test area under the …

Administration Of A Novel Reprogramming Formula Improves Cardiac Function And Decreases Cardiac Fibrosis In A Myocardial Infarction Model, Megumi Mathison, Saliha S Pathan, Aliya Lackan, Jianchang Yang, Tamer M A Mohamed, Todd K Rosengart

Faculty, Staff and Students Publications

Background: The reprogramming of fibroblasts into (induced) cardiomyocytes offers a direct myocardial regeneration strategy for improving postinfarction myocardial function. Compared to lower-order species, human cells are relatively resistant to such reprogramming. We previously found that p63-transactivation inhibitory domain (TID; the portion of p63 that physical interacts and interferes with its activation of the epigenetic repressor HDAC1) combined with the cardio-differentiation factors Hand2 and Myocardin (HM) enhanced rat and human cell transdifferentiation. The present study sought to determine the in vivo effects of this reprogramming strategy in a rat myocardial infarction model.

Methods: Adult male and female rats underwent left anterior …

The State Of Educational Research In Cardiothoracic Surgery: A Review Of The Literature, Amirtha Shekar, Victoria Hart, John Treffalls, Travis J Miles, Todd K Rosengart, Marc R Moon, Joseph S Coselli, Lauren M Barron, Shawn S Groth, Shanda H Blackmon, Ravi K Ghanta, Dawn S Hui, Subhasis Chatterjee

Faculty, Staff and Students Publications

Objective: Evolving training paradigms in cardiothoracic surgery (CTS) are changing the educational needs of integrated residents and traditional fellows. Educational research is important for evaluating specialty training. This study assessed CTS education articles to analyze their prevalence, content, and reach.

Methods: In a cross-sectional observational study of education articles published on North American CTS programs from January 2013 through December 2023, articles were identified by querying PubMed, other databases, and journals. Articles that passed an initial abstract review underwent full-text review. Articles were organized by content into 9 categories: curriculum, simulation, trainee assessment, program evaluation, wellness/burnout, diversity/inclusion, mentorship/career, outcomes, and …

Reconstruction Of Traumatic Carotidcavernous Fistula Using A Covered Stent, Julio Calderon, Ravi Shastri, Guhanand Venkataraman, Mohadese Ahmadzade, Mohammad Ghasemi-Rad

Faculty, Staff and Students Publications

A traumatic carotid-cavernous fistula (CCF) is a significant neurovascular condition characterized by an abnormal connection between the carotid artery and the cavernous sinus, often resulting from head trauma. This condition can lead to serious complications, necessitating effective management strategies. Endovascular treatment is the preferred approach for managing this condition. We present a case of a 23-year-old male with persistent left eye pain and redness seven months post-motor vehicle collision. Cerebral angiography confirmed a high-flow CCF with compromised intracranial flow, successfully treated with a 5 mm PK Papyrus covered stent using a novel tri-axial delivery system. This case highlights the efficacy …

Detection Of Phase-Binning And Interpolation Artifacts In 4-Dimensional Computed Tomography Imaging Using Deep Learning And Rule-Based Approaches, Jorge Cisneros, Nathan H. Feldt, Yevgeniy Vinogradskiy, Richard Castillo, Edward Castillo

Department of Radiation Oncology Faculty Papers

BACKGROUND: Four-dimensional computed tomography (4DCT) imaging is a crucial component to lung cancer radiotherapy planning and enables CT-ventilation-based functional avoidance planning to mitigate radiation toxicity. However, 4DCT scans are frequently impaired by acquisition artifacts that corrupt downstream analyses that depend on lung segmentation and deformable image registration, such as CT-ventilation and dose accumulation.

PURPOSE: This study develops 3D deep learning models to identify phase-binning artifacts at the voxel level and a heuristic, rule-based method to identify interpolation slices within 4DCT images.

METHODS: We introduce a generator that systematically inserts synthetic phase-binning and interpolation artifacts into any artifact-free breathing phase obtained …

Practical Real-Time Permanent Magnet Energy Spectrometer Using A Diode Array For Therapeutic Electron Beam Tuning And Quality Assurance, Mason W. Heath

LSU Doctoral Dissertations

Purpose: Develop a practical, real-time permanent magnet electron energy spectrometer and evaluate it for beam tuning and quality assurance (QA) of therapeutic electron beams.

Methods: Aim 1: A 0.55 T permanent magnet was coupled to Sun Nuclear SRS MapCHECK® PC boards, providing two interlaced diode arrays. Detector response, R_meas(z_diode) versus diode position z_diode, was extracted from raw diode array readings, correcting for diode sensitivity and other factors. Using Monte Carlo (MC) computed, monoenergetic detector response functions, a curve-fitting algorithm extracted the energy spectrum, from R_meas(z_diode). The energy spectra for 7-20 …

Clinical Characteristics Associated With Hospital Mortality And Length Of Stay Among Older Adults Admitted With Delirium: Retrospective Analysis, Se Won Lee, Jeff J. Kim, Cole Kretchmar, Napatkamon Ayutyanont, Mooyeon Oh-Park

HCA Healthcare Journal of Medicine

Background

Limited information exists on the characteristics of older adults admitted with delirium at risk of poor hospital outcomes. This study aims to identify risk factors present on admission that are associated with hospital mortality and length of stay (LOS) among older adults admitted with delirium.

Methods

This is a retrospective study of 5598 patients 65 years of age or older who were admitted to acute care units at 8 community hospitals with an International Statistical Classification of Diseases, Tenth Revision code of delirium.

Results

Multivariate regression analyses revealed that in-hospital mortality increase was associated with increased age, Asian race, …

Streamlining Nuclear Theranostic Clinic Workflow, Charisma Desai, Anne Fisher

Advances in Cancer Education and Quality Improvement

Nuclear medicine clinic needs have drastically changed with the emergence of theranostics, exciting new agents in the fight against cancer. However, administering these agents is a resource-intensive task, increasing demand for physician consultation time with patients, clinic office space, and scanner time. We examined our institution’s nuclear medicine clinic workflow and interviewed the clinic’s front desk staff, technologists, nurses, managers, physicians, and patients to find sources of delays, dissatisfaction, and decreased efficiency. An Ishikawa diagram and decision matrix helped us determine the most impactful intervention with our available resources. For this cycle, we focused on the consent process. Theranostic patients …

Enhancing Cyberattack Resiliency Through The Radiotherapy Backup And Recovery Dashboard Tool, Justin Pijanowski, Eric Nguyen, Yasin Abdulkadir, Justin Hink, Yevgeniy Vinogradskiy, James Lamb

Department of Radiation Oncology Faculty Papers

PURPOSE: Radiation Oncology departments impacted by recent cyberattacks were unable to access data backups or their Record and Verify (R&V) system and therefore faced challenges to resume patient treatments in a timely manner. We present a novel software tool that backs-up critical radiotherapy treatment information and displays essential information for on-treatment patients in an intuitive and accessible dashboard allowing clinics to continue radiotherapy treatments. The purpose of this report is to describe implementation details, challenges, and share open-source code to facilitate radiation oncology clinics' efforts to develop tools to improve cyberattack resiliency.

METHODS: The Radiotherapy Backup and Recovery Dashboard Tool …

Post-Deployment Monitoring Of Ai Performance In Intracranial Hemorrhage Detection By Chatgpt, Eric Rohren, Mohadese Ahmadzade, Sofia Colella, Nina Kottler, Sriyesh Krishnan, Jason Poff, Neelesh Rastogi, Walter Wiggins, Joyce Yee, Carlos Zuluaga, Phil Ramis, Mohammad Ghasemi-Rad

Faculty, Staff and Students Publications

Rationale and objectives: To evaluate the post-deployment performance of an artificial intelligence (AI) system (Aidoc) for intracranial hemorrhage (ICH) detection and assess the utility of ChatGPT-4 Turbo for automated AI monitoring.

Materials and methods: This retrospective study evaluated 332,809 head CT examinations from 37 radiology practices across the United States (December 2023-May 2024). Of these, 13,569 cases were flagged as positive for ICH by the Aidoc AI system. A HIPAA (Health Insurance Portability and Accountability Act) -compliant version of ChatGPT-4 Turbo was used to extract data from radiology reports. Ground truth was established through radiologists' review of 200 randomly selected …

Evaluation Of Image Quality In Mobile Cone-Beam Ct With Dose Modulation Using Automatic Exposure Control: A Phantom Study, Keita Okazaki, Wenchao Cao, Reza Taleei, Firas Mourtada, Jun Li, Karen Mooney, Pramila Rani Anne, Yingxuan Chen

Department of Radiation Oncology Faculty Papers

BACKGROUND: The integration of mobile cone-beam computed tomography (CBCT) into brachytherapy workflows offers clinical advantages such as immediate verification of applicator placement and adaptive treatment planning. These benefits require sufficient image quality to delineate applicators, target volumes, and organs at risk. A systematic evaluation of automatic exposure control (AEC) settings, radiation dose, and image quality is essential to ensure clinically acceptable imaging while minimizing patient exposure.

PURPOSE: This study evaluates the characteristics of AEC and its impact on image quality and radiation dose in a mobile CBCT system used for brachytherapy.

METHODS: The Elekta ImagingRing CBCT system was used to …

Understanding Cancer Survivorship Care Needs Using Amazon Reviews: Content Analysis, Algorithm Development, And Validation Study, Liwei Wang, Qiuhao Lu, Rui Li, Taylor B Harrison, Heling Jia, Ming Huang, Heidi Dowst, Rui Zhang, Hoda Badr, Jungwei W Fan, Hongfang Liu

Faculty, Staff and Students Publications

Background: Complementary therapies are being increasingly used by cancer survivors. As a channel for customers to share their feelings, outcomes, and perceived knowledge about the products purchased from e-commerce platforms, Amazon consumer reviews are a valuable real-world data source for understanding cancer survivorship care needs.

Objective: In this study, we aimed to highlight the potential of using Amazon consumer reviews as a novel source for identifying cancer survivorship care needs, particularly related to symptom self-management. Specifically, we present a publicly available, manually annotated corpus derived from Amazon reviews of health-related products and develop baseline natural language processing models using deep …

Clinical Outcomes Of Neoadjuvant Chemoimmunotherapy Vs. Chemoradiotherapy In Operable Non-Small Cell Lung Cancer, Tal Sherman, Nikta Nair, Marli Meller, Raleigh Anderson, Guillermo Jimenez, Elizaveta Flevora, Charalambos Solomides, Rita Axelrod, Sarah Gordon, Ida Micaily, Maria Werner-Wasik, Sung Whang, Tyler Grenda, Olugbenga Okusanya, Nathaniel R. Evans, Iii, Nilanjan Haldar, Erik Blomain

Department of Radiation Oncology Posters

Introduction

• Non-small cell lung cancer (NSCLC) accounts for ~85% of lung cancers and remains the leading cause of cancer death.
• Surgery is curative for early-stage disease, but recurrence rates remain high.
• CheckMate-816 trial established neoadjuvant chemo-immunotherapy (chemo-IO) as a new standard for resectable NSCLC, demonstrating improved pathologic response and event-free survival.
• PACIFIC trial showed the survival benefit of consolidative immunotherapy after chemoradiotherapy (chemo-RT) in unresectable stage III NSCLC, highlighting the synergy between radiation and immune checkpoint blockade.
• Despite these advances, there is little comparative data on the role of chemo-IO versus chemo-RT in the neoadjuvant, operable setting.
• Objective: To compare …