CT and cone-beam CT of ablative radiation therapy for pancreatic cancer with expert organ-at-risk contours Journal Article


Authors: Hong, J.; Reyngold, M.; Crane, C.; Cuaron, J.; Hajj, C.; Mann, J.; Zinovoy, M.; Yorke, E.; LoCastro, E.; Apte, A. P.; Mageras, G.
Article Title: CT and cone-beam CT of ablative radiation therapy for pancreatic cancer with expert organ-at-risk contours
Abstract: We describe a dataset from patients who received ablative radiation therapy for locally advanced pancreatic cancer (LAPC), consisting of computed tomography (CT) and cone-beam CT (CBCT) images with physician-drawn organ-at-risk (OAR) contours. The image datasets (one CT for treatment planning and two CBCT scans at the time of treatment per patient) were collected from 40 patients. All scans were acquired with the patient in the treatment position and in a deep inspiration breath-hold state. Six radiation oncologists delineated the gastrointestinal OARs consisting of small bowel, stomach and duodenum, such that the same physician delineated all image sets belonging to the same patient. Two trained medical physicists further edited the contours to ensure adherence to delineation guidelines. The image and contour files are available in DICOM format and are publicly available from The Cancer Imaging Archive (https://doi.org/10.7937/TCIA.ESHQ-4D90, Version 2). The dataset can serve as a criterion standard for evaluating the accuracy and reliability of deformable image registration and auto-segmentation algorithms, as well as a training set for deep-learning-based methods. © 2022, The Author(s).
Journal Title: Scientific Data
Volume: 9
ISSN: 2052-4463
Publisher: Nature Publishing Group  
Date Published: 2022-10-21
Start Page: 637
Language: English
DOI: 10.1038/s41597-022-01758-9
PUBMED: 36271000
PROVIDER: scopus
PMCID: PMC9587208
DOI/URL:
Notes: Data Paper -- Export Date: 1 November 2022 -- Source: Scopus
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MSK Authors
  1. Melissa Remis Zinovoy
    50 Zinovoy
  2. Marsha Reyngold
    104 Reyngold
  3. Gikas S Mageras
    277 Mageras
  4. Ellen D Yorke
    451 Yorke
  5. Carla Hajj
    165 Hajj
  6. Aditya Apte
    205 Apte
  7. John Jacob Cuaron
    143 Cuaron
  8. Christopher   Crane
    205 Crane
  9. Justin Mann
    7 Mann
  10. Jun Hong
    8 Hong