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Predictors of Physician Agreement With Radiologist-Recommended Follow-up Imaging.
J Am Coll Radiol
November 2024
Associate Chair of Quality and Safety, Center for Evidence-Based Imaging, Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts. Electronic address:
Objective: Although recommendations for additional imaging are common in radiology reports, completion of follow-up imaging does not always occur, which could reflect disagreement between radiologist and referring provider. We assessed how frequently referring providers agree with radiologists' follow-up recommendations, reasons for disagreement, and factors associated with radiologist-referring provider agreement.
Methods: This institutional review board-exempt, retrospective study was performed at a large academic center.
PACS-Integrated Tools for Peritumoral Edema Volumetrics Provide Additional Information to RANO-BM-Based Assessment of Lung Cancer Brain Metastases after Stereotactic Radiotherapy: A Pilot Study.
Cancers (Basel)
September 2023
Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT 06510, USA.
Stereotactic radiotherapy (SRT) is the standard of care treatment for brain metastases (METS) today. Nevertheless, there is limited understanding of how posttreatment lesional volumetric changes may assist prediction of lesional outcome. This is partly due to the paucity of volumetric segmentation tools.
View Article and Find Full Text PDFPACS-integrated machine learning breast density classifier: clinical validation.
Clin Imaging
September 2023
Visage Imaging GmbH, Lepsiusstraße 70, 12163 Berlin, Germany.
Objective: To test the performance of a novel machine learning-based breast density tool. The tool utilizes a convolutional neural network to predict the BI-RADS based density assessment of a study. The clinical density assessments of 33,000 mammographic examinations (164,000 images) from one academic medical center (Site A) were used for training.
View Article and Find Full Text PDFReal-time PACS-integrated longitudinal brain metastasis tracking tool provides comprehensive assessment of treatment response to radiosurgery.
Neurooncol Adv
July 2022
Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, Connecticut, USA.
Background: Treatment of brain metastases can be tailored to individual lesions with treatments such as stereotactic radiosurgery. Accurate surveillance of lesions is a prerequisite but challenging in patients with multiple lesions and prior imaging studies, in a process that is laborious and time consuming. We aimed to longitudinally track several lesions using a PACS-integrated lesion tracking tool (LTT) to evaluate the efficiency of a PACS-integrated lesion tracking workflow, and characterize the prevalence of heterogenous response (HeR) to treatment after Gamma Knife (GK).
View Article and Find Full Text PDFAutomatic Alignment of Cranial CT Examinations to the Anterior Commissure/Posterior Commissure (ACPC) Reference Plane for Reliable Interpretation and Quality Assurance.
Rofo
January 2021
University Dusseldorf, Medical Faculty, Department of Diagnostic and Interventional Radiology, D-40225 Dusseldorf, Germany.
Alignment of cranial CT scans (cCTs) to a common reference plane simplifies anatomical-landmark-based orientation and eases follow-up assessment of intracranial findings. We developed and open sourced a fully automated system, which aligns cCTs to the Anterior Commissure/Posterior Commissure (ACPC) line and exports the results to the PACS. FMRIB's Linear Image Registration Tool (FLIRT) with an ACPC-aligned atlas is used in the alignment step.
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