Clinical characteristics, racial inequities, and outcomes in patients with breast cancer and COVID-19: A COVID-19 and cancer consortium (CCC19) cohort study

Autor: Gayathri Nagaraj, Shaveta Vinayak, Ali Raza Khaki, Tianyi Sun, Nicole M Kuderer, David M Aboulafia, Jared D Acoba, Joy Awosika, Ziad Bakouny, Nicole B Balmaceda, Ting Bao, Babar Bashir, Stephanie Berg, Mehmet A Bilen, Poorva Bindal, Sibel Blau, Brianne E Bodin, Hala T Borno, Cecilia Castellano, Horyun Choi, John Deeken, Aakash Desai, Natasha Edwin, Lawrence E Feldman, Daniel B Flora, Christopher R Friese, Matthew D Galsky, Cyndi J Gonzalez, Petros Grivas, Shilpa Gupta, Marcy Haynam, Hannah Heilman, Dawn L Hershman, Clara Hwang, Chinmay Jani, Sachin R Jhawar, Monika Joshi, Virginia Kaklamani, Elizabeth J Klein, Natalie Knox, Vadim S Koshkin, Amit A Kulkarni, Daniel H Kwon, Chris Labaki, Philip E Lammers, Kate I Lathrop, Mark A Lewis, Xuanyi Li, Gilbert de Lima Lopes, Gary H Lyman, Della F Makower, Abdul-Hai Mansoor, Merry-Jennifer Markham, Sandeep H Mashru, Rana R McKay, Ian Messing, Vasil Mico, Rajani Nadkarni, Swathi Namburi, Ryan H Nguyen, Taylor Kristian Nonato, Tracey Lynn O'Connor, Orestis A Panagiotou, Kyu Park, Jaymin M Patel, Kanishka GopikaBimal Patel, Jeffrey Peppercorn, Hyma Polimera, Matthew Puc, Yuan James Rao, Pedram Razavi, Sonya A Reid, Jonathan W Riess, Donna R Rivera, Mark Robson, Suzanne J Rose, Atlantis D Russ, Lidia Schapira, Pankil K Shah, M Kelly Shanahan, Lauren C Shapiro, Melissa Smits, Daniel G Stover, Mitrianna Streckfuss, Lisa Tachiki, Michael A Thompson, Sara M Tolaney, Lisa B Weissmann, Grace Wilson, Michael T Wotman, Elizabeth M Wulff-Burchfield, Sanjay Mishra, Benjamin French, Jeremy L Warner, Maryam B Lustberg, Melissa K Accordino, Dimpy P Shah, On behalf of the COVID-19 and Cancer Consortium

Publikováno v: eLife, Vol 12 (2023)

Background: Limited information is available for patients with breast cancer (BC) and coronavirus disease 2019 (COVID-19), especially among underrepresented racial/ethnic populations. Methods: This is a COVID-19 and Cancer Consortium (CCC19) registry

Externí odkaz: https://doaj.org/article/21b528e377ff490f938d7fabb4ca5424

Machine Learning Algorithm Accuracy Using Single- versus Multi-Institutional Image Data in the Classification of Prostate MRI Lesions

Autor: Destie Provenzano, Oleksiy Melnyk, Danish Imtiaz, Benjamin McSweeney, Daniel Nemirovsky, Michael Wynne, Michael Whalen, Yuan James Rao, Murray Loew, Shawn Haji-Momenian

Publikováno v: Applied Sciences, Vol 13, Iss 2, p 1088 (2023)

(1) Background: Recent studies report high accuracies when using machine learning (ML) algorithms to classify prostate cancer lesions on publicly available datasets. However, it is unknown if these trained models generalize well to data from differen

Externí odkaz: https://doaj.org/article/180cb67961eb4c53ace3280ba5185895

Patterns of care and survival outcomes after treatment for uveal melanoma in the post-coms era (2004-2013): a surveillance, epidemiology, and end results analysis

Autor: Yuan James Rao, Julia Sein, Shahed Badiyan, Julie K. Schwarz, Todd DeWees, Perry Grigsby, Prabakar Kumar Rao

Publikováno v: Journal of Contemporary Brachytherapy, Vol 9, Iss 5, Pp 453-465 (2017)

Purpose : The Collaborative Ocular Melanoma Study (COMS) established modern treatment recommendations for uveal melanoma. We aim to evaluate patterns of care and survival outcomes in the time after COMS. Material and methods : The retrospective study

Externí odkaz: https://doaj.org/article/8610b6000d584c05944ba42b7a6c2ada

Exploring the Explainability of Machine Learning Algorithms for Prostate Cancer

Autor: Destie Provenzano, Yuan James Rao, Murray Loew, Shawn Haji-Momenian

Publikováno v: 2022 IEEE Applied Imagery Pattern Recognition Workshop (AIPR).

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::3ef45e8b607ff29a81aef84831fb9ed6
https://doi.org/10.1109/aipr57179.2022.10092214

3D-Printing in Radiation Oncology: Development and Validation of Custom 3D-Printed Brachytherapy Alignment Device and Phantom

Autor: Destie Provenzano, Hamid Aghdam, Sharad Goyal, Murray Loew, Yuan James Rao

Brachytherapy seeks to treat cancer through insertion of radioactive sources aligned by needles within standardized blocking templates. However, many patients have anatomy that does not conform to standard tools. We created a 3D printed device to pro

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::892bc7f78541d44eadca91088f4ea257
https://doi.org/10.1101/2022.07.03.498548