The RSNA International COVID-19 Open Radiology Database (RICORD) von Tsai, Emily B, Simpson, Scott, Lungren, Matthew P, Hershman, Michelle, Roshkovan, Leonid, Colak, Errol, Erickson, Bradley J, Shih, George, Stein, Anouk, Kalpathy-Cramer, Jayashree, Shen, Jody, Hafez, Mona, John, Susan, Rajiah, Prabhakar, Pogatchnik, Brian P, Mongan, John, Altinmakas, Emre, Ranschaert, Erik R, Kitamura, Felipe C, Topff, Laurens, Moy, Linda, Kanne, Jeffrey P, Wu, Carol C

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Editorial Comment: MRA May Finally Be Ready to Become a First-Line Imaging Modality for Assessment of Pulmonary Embolism von Roshkovan, Leonid

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A single-center retrospective cohort study of perioperative systemic chemotherapy in diffuse malignant peritoneal mesothelioma von Wang, Xiao, Katz, Sharyn, Miura, John, Karakousis, Giorgos, Roshkovan, Leonid, Walker, Suzanne, McNulty, Sally, Ciunci, Christine, Cengel, Keith, Langer, Corey J, Marmarelis, Melina E

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Resampling and harmonization for mitigation of heterogeneity in image parameters of baseline scans von Singh, Apurva, Horng, Hannah, Chitalia, Rhea, Roshkovan, Leonid, Katz, Sharyn I., Noël, Peter, Shinohara, Russell T., Kontos, Despina

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Considerations for Imaging of Malignant Pleural Mesothelioma: A Consensus Statement from the International Mesothelioma Interest Group von Katz, Sharyn I., Straus, Christopher M., Roshkovan, Leonid, Blyth, Kevin G., Frauenfelder, Thomas, Gill, Ritu R., Lalezari, Ferry, Erasmus, Jeremy, Nowak, Anna K., Gerbaudo, Victor H., Francis, Roslyn J., Armato, Samuel G.

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A single-center retrospective cohort study of perioperative systemic chemotherapy in diffuse malignant peritoneal mesothelioma von Xiao Wang, Sharyn Katz, John Miura, Giorgos Karakousis, Leonid Roshkovan, Suzanne Walker, Sally McNulty, Christine Ciunci, Keith Cengel, Corey J Langer, Melina E Marmarelis

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State-of-the-Art Imaging for the Evaluation of Pulmonary Embolism von Roshkovan, Leonid, Litt, Harold

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Development of a robust radiomic biomarker of progression-free survival in advanced non-small cell lung cancer patients treated with first-line immunotherapy von Singh, Apurva, Horng, Hannah, Roshkovan, Leonid, Weeks, Joanna K., Hershman, Michelle, Noël, Peter, Luna, José Marcio, Cohen, Eric A., Pantalone, Lauren, Shinohara, Russell T., Bauml, Joshua M., Thompson, Jeffrey C., Aggarwal, Charu, Carpenter, Erica L., Katz, Sharyn I., Kontos, Despina

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Interactive Machine Learning-Based Multi-Label Segmentation of Solid Tumors and Organs von Bounias, Dimitrios, Singh, Ashish, Bakas, Spyridon, Pati, Sarthak, Rathore, Saima, Akbari, Hamed, Bilello, Michel, Greenberger, Benjamin A., Lombardo, Joseph, Chitalia, Rhea D., Jahani, Nariman, Gastounioti, Aimilia, Hershman, Michelle, Roshkovan, Leonid, Katz, Sharyn I., Yousefi, Bardia, Lou, Carolyn, Simpson, Amber L., Do, Richard K. G., Shinohara, Russell T., Kontos, Despina, Nikita, Konstantina, Davatzikos, Christos

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Three‐dimensional printing of patient‐specific lung phantoms for CT imaging: Emulating lung tissue with accurate attenuation profiles and textures von Mei, Kai, Geagan, Michael, Roshkovan, Leonid, Litt, Harold I., Gang, Grace J., Shapira, Nadav, Stayman, J. Webster, Noël, Peter B.

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The Presence of Diffuse Idiopathic Skeletal Hyperostosis (DISH) among Patients with High Burden of Cardiovascular Risk Factors: A Retrospective Study von Khalaily, Nadia, Roshkovan, Leonid, Bieber, Amir, Mader, Reuven, Brikman, Shay

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State of the art: radiomics and radiomics-related artificial intelligence on the road to clinical translation von Majumder, Shweta, Katz, Sharyn, Kontos, Despina, Roshkovan, Leonid

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Abstract PO-035: Development of a robust radiomic biomarker of PDL1 expression and patient survival after first-line immunotherapy for non-small cell lung cancer von Singh, Apurva, Horng, Hannah, Weeks, Joanna, Hershman, Michelle, Roshkovan, Leonid, Katz, Sharyn, Kontos, Despina

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A 53-Year-Old Man Presents to the ED With Shortness of Breath, Cough, and Fever von Roshkovan, Leonid, Thompson, Jeffrey C., Chatterjee, Neil, Galperin-Aizenberg, Maya, Katz, Sharyn I.

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Patient-derived PixelPrint phantoms for evaluating clinical imaging performance of a deep learning CT reconstruction algorithm von Im, Jessica Y, Halliburton, Sandra S, Mei, Kai, Perkins, Amy E, Wong, Eddy, Roshkovan, Leonid, Sandvold, Olivia F, Liu, Leening P, Gang, Grace J, Noël, Peter B

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Real-world outcomes of pembrolizumab in peritoneal mesothelioma von Marmarelis, Melina Elpi, Wang, Xiao, Roshkovan, Leonid, Walker, Suzanne, McNulty, Sally, Ciunci, Christine Agnes, Muira, John, Katz, Sharyn I., Cengel, Keith A., Karakousis, Giorgos, Langer, Corey J.

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A single-center retrospective cohort study evaluating the role of neoadjuvant chemotherapy in malignant peritoneal mesothelioma von Wang, Xiao, Katz, Sharyn I., Roshkovan, Leonid, Walker, Suzanne, McNulty, Sally, Ciunci, Christine Agnes, Muira, John, Karakousis, Giorgos, Cengel, Keith A., Langer, Corey J., Marmarelis, Melina Elpi

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Are radiomic signatures ready for incorporation in the clinical pipeline? von Singh, Apurva, Roshkovan, Leonid, Thompson, Jeffrey C., Kontos, Despina, Katz, Sharyn I.

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Abstract 661: Robust feature selection and ComBat-based harmonization to improve survival prediction in stage III lung cancer using radiomic phenotypes von Luna, Jose M., Barsky, Andrew R., Shinohara, Russell T., Dreyfuss, Alexandra D., Horng, Hannah, Roshkovan, Leonid, Hershman, Michelle, Haghighi, Babak, Noel, Peter B., Cengel, Keith A., Katz, Sharyn I., Diffenderfer, Eric S., Kontos, Despina

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Clinical activity of pembrolizumab monotherapy in diffuse malignant peritoneal mesothelioma von Wang, Xiao, Offin, Michael, Roshkovan, Leonid, Miura, John, Ginsberg, Michelle S., Ciunci, Christine Agnes, Egger, Jacklynn V., Walker, Suzanne, Cercek, Andrea, Litzky, Leslie, Nash, Garrett Michael, Haas, Andrew, Karakousis, Giorgos, Cengel, Keith A., Katz, Sharyn I., Zauderer, Marjorie Glass, Langer, Corey J., Marmarelis, Melina Elpi

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