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Multi-institutional Knowledge-Based (KB) plan prediction benchmark models for whole breast irradiation.
Phys Med
January 2025
Medical Physics Dept IRCCS San Raffaele Scientific Institution Milano Italy.
Purpose: To train and validate KB prediction models by merging a large multi-institutional cohort of whole breast irradiation (WBI) plans using tangential fields.
Methods: Ten institutions (INST1-INST10, 1481 patients) developed their KB-institutional models for left/right WBI (ten models for right and eight models for left). The transferability of models among centers was assessed based on the overlap of the geometric Principal Component (PC1) of each model when applied to other institutions and/or on the presence of significantly different optimization policies.
Distributed, immutable, and transparent biomedical limited data set request management on multi-capacity network.
J Am Med Inform Assoc
February 2025
Division of Biomedical Informatics, Department of Medicine, University of California San Diego, La Jolla, CA, 92093, United States.
Objective: Our study aimed to expedite data sharing requests of Limited Data Sets (LDS) through the development of a streamlined platform that allows distributed, immutable management of network activities, provides transparent and intuitive auditing of data access history, and systematically evaluated it on a multi-capacity network setting for meaningful efficiency metrics.
Materials And Methods: We developed a blockchain-based system with six types of smart contracts to automate the LDS sharing process among major stakeholders. Our workflow included metadata initialization, access-request processing, and audit-log querying.
Status of LGBTQ+ Inclusion Using a Multi-Institution Assessment of US Radiology Residencies.
J Am Coll Radiol
January 2025
Associate Professor of Diagnostic Radiology, Department of Radiology, Duke University, Durham, North Carolina.
Introduction: An inclusive residency program is crucial to the recruitment and retention of competitive and diverse applicants. The radiology lesbian, gay, bisexual, transgender, queer or questioning, or another diverse gender identity (LGBTQ+) inclusion audit was published in 2022, which provided a road map for assessing the inclusivity of a program's policies, facilities, culture, and engagement. In this multi-institutional trial, we detail the results of the LGBTQ+ inclusion audit for nine US radiology residency programs.
View Article and Find Full Text PDFMulti-Institutional Audit of FLASH and Conventional Dosimetry With a 3D Printed Anatomically Realistic Mouse Phantom.
Int J Radiat Oncol Biol Phys
September 2024
Department of Radiation Oncology, Stanford University School of Medicine, Stanford, California; Stanford Cancer Institute, Stanford University School of Medicine, Stanford, California. Electronic address:
Purpose: We conducted a multi-institutional dosimetric audit between FLASH and conventional dose rate (CONV) electron irradiations by using an anatomically realistic 3-dimensional (3D) printed mouse phantom.
Methods And Materials: A computed tomography (CT) scan of a live mouse was used to create a 3D model of bony anatomy, lungs, and soft tissue. A dual-nozzle 3D printer was used to print the mouse phantom using acrylonitrile butadiene styrene (∼1.
The NeuroPoint alliance SRS & tumor QOD registries.
J Neurooncol
January 2024
Carolina Neurosurgery and Spine Associates, Charlotte, NC, USA.
Objective: Along with the increasing interest in real-world evidence in neuro-oncology, the deficiencies of prior population-based and quality registries became evident. The neuro-oncological quality registries of the NeuroPoint Alliance (NPA) focus on neuro-oncological surgery and stereotactic radiosurgery (SRS) and aim to fill the gaps of neuro-oncological practice in quality surveillance and real-world research.
Methods: Herein, we discuss the historical background, design process, and features of the NPA SRS and Tumor QOD registries.
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