A Software for the Lung Image Database Consortium and Image Database Resource Initiative

J Wang, B Zhang, L Lin, X Wu, S Wu - Proceedings of the 2019 8th …, 2019 - dl.acm.org
… In the field of lung cancer research, Lung Image Database … In the latest National Cancer
Report, the estimated deaths of … imaging and communication in DICOM files. These exploratory …

The international association for the study of lung cancer early lung imaging confederation

JL Mulshine, RS Avila, E Conley, A Devaraj… - JCO clinical cancer …, 2020 - ascopubs.org
… This initiative can rapidly accelerate improvements to the … as lung imaging technology
rapidly improves, lung images from … This project used global cloud-computing resources, each …

National cancer institute imaging data commons: toward transparency, reproducibility, and scalability in imaging artificial intelligence

A Fedorov, WJR Longabaugh, D Pot, DA Clunie… - Radiographics, 2023 - pubs.rsna.org
… classification of lung cancer histopathologic images (39). … source of readily accessible and
searchable public image data that can support such notebooks in medical imaging research. …

The International Association for the Study of Lung Cancer early lung imaging confederation open-source deep learning and quantitative measurement initiative

S Lam, MW Wynes, C Connolly, K Ashizawa… - … of Thoracic Oncology, 2024 - Elsevier
imaging resource can be used to advance AI research, we applied both deep learning AI
algorithms and traditional image-… as an open-source image resource with donated images and …

NCI imaging data commons

A Fedorov, WJR Longabaugh, D Pot, DA Clunie… - Cancer research, 2021 - AACR
… that colocates imaging data with the compute resources and … and provides researchers
with access to (i) cancer image … from National Cancer Institute during the conduct of the study

DICOM re‐encoding of volumetrically annotated Lung Imaging Database Consortium (LIDC) nodules

A Fedorov, M Hancock, D Clunie… - Medical …, 2020 - Wiley Online Library
researchers interested in the analysis of lung CT images. … the National Cancer Institute
(NCI) to establish a publicly available reference database of computed tomography (CT) images

[HTML][HTML] Enrichment of lung cancer computed tomography collections with AI-derived annotations

D Krishnaswamy, D Bontempi, VK Thiriveedhi… - Scientific data, 2024 - nature.com
National Cancer Institute (NCI) Imaging Data Commons (IDC) 1 contains publicly available
cancer imaging, image-derived, and image-… as those produced in the process of our study. …

[HTML][HTML] … U-Net deep-learning model for automated detection of lung nodules on chest CT images from the lung image database consortium and Japanese datasets

K Suzuki, Y Otsuka, Y Nomura, KK Kumamaru… - … Radiology, 2022 - Elsevier
… The purpose of this study was to evaluate the accuracy of the … Resource Initiative dataset.
For internal model validation, we … National Cancer Institute and the Foundation for the National

A roadmap for foundational research on artificial intelligence in medical imaging: from the 2018 NIH/RSNA/ACR/The Academy Workshop

CP Langlotz, B Allen, BJ Erickson, J Kalpathy-Cramer… - Radiology, 2019 - pubs.rsna.org
… or tag to an entire image or imaging study. This form of labeling … an imaging study shows the
presence of tuberculosis or a lung … report can be a rich source of image labels for training of …

[HTML][HTML] NCI Cancer Research Data Commons: resources to share key cancer data

Z Wang, TM Davidsen, GR Kuffel, KD Addepalli, A Bell… - Cancer Research, 2024 - AACR
… The CRDC is a key component of the national cancer data … Examples of data in IDC include
radiology image modalities (… from NIH HEAL Initiative during the conduct of the study. J. …