TRD3

Utility of the virtual imaging trials methodology for objective characterization of AI systems and training data

Tushar FI, Dahal L, Sotoudeh-Paima S, Abadi E, Segars WP, Lo JY, Samei E.
Utility of the virtual imaging trials methodology for objective characterization of AI systems and training data.
Journal of Medical Imaging. 2026;13(1):014506. Epub 2026/02/15.. [Foundation]
https://doi.org/10.1117/1.JMI.13.1.014506

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Virtual Imaging-Guided Harmonization of Chest X-rays Using a Generative Adversarial Neural Network

Zarei M, Abadi E, Vancoillie L, Samei E.
Virtual Imaging-Guided Harmonization of Chest X-rays Using a Generative Adversarial Neural Network.
IEEE Transactions on Biomedical Engineering. 2026. Epub 2026/01/27.[Foundation]
https://doi.org/10.1109/TBME.2026.3656516

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Correlation of radiologist performance and automated in vivo image quality characterization in Computed Tomography of the abdomen across dose levels and lesion sizes

Ria F, Zarei M, Jensen C, Liu X, Abbey C, Samei E.
Correlation of radiologist performance and automated in vivo image quality characterization in Computed Tomography of the abdomen across dose levels and lesion sizes.
Journal of Computer Assisted Tomography. 2026():10.1097/RCT.0000000000001845. Epub 2026/01/15. [Foundation]
https://doi.org/10.1097/RCT.0000000000001845

Correlation of radiologist performance and automated in vivo image quality characterization in Computed Tomography of the abdomen across dose levels and lesion sizes Read More »

Duke Lung Cancer Screening (DLCS) Dataset: A Reference Dataset of Annotated Low-dose Screening Thoracic CT.

Wang AJ, Tushar FI, Harowicz MR, Tong BC, Lafata KJ, Tailor TD, Lo JY.
Duke Lung Cancer Screening (DLCS) Dataset: A Reference Dataset of Annotated Low-dose Screening Thoracic CT.
Radiology Artificial Intelligence.2025;e240248 Epub 2025/04/16. [Foundation]
https://doi.org/10.1148/ryai.240248

Duke Lung Cancer Screening (DLCS) Dataset: A Reference Dataset of Annotated Low-dose Screening Thoracic CT. Read More »

Virtual lung screening trial (VLST): An in silico study inspired by the national lung screening trial for lung cancer detection.

Tushar FI, Vancoillie L, McCabe C, Kavuri A, Dahal L, Harrawood B, Fryling M, Zarei M, Sotoudeh-Paima S, et al.
Virtual lung screening trial (VLST): An in silico study inspired by the national lung screening trial for lung cancer detection.
Medical Image Analysis.2025;103:103576 Epub 2025/04/05. [Foundation]
https://doi.org/10.1016/j.media.2025.103576

Virtual lung screening trial (VLST): An in silico study inspired by the national lung screening trial for lung cancer detection. Read More »