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Predicting radiation pneumonitis in locally advanced stage II–III non-small cell lung cancer using machine learning
Luna, José Marcio, Chao, Hann-Hsiang, Diffenderfer, Eric S., Valdes, Gilmer, Chinniah, Chidambaram, Ma, Grace, Cengel, Keith A., Solberg, Timothy D., Berman, Abigail T., Simone, Charles B.
Published in Radiotherapy and oncology (01.04.2019)
Published in Radiotherapy and oncology (01.04.2019)
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Journal Article
Development of a robust radiomic biomarker of progression-free survival in advanced non-small cell lung cancer patients treated with first-line immunotherapy
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
Published in Scientific reports (15.06.2022)
Published in Scientific reports (15.06.2022)
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Journal Article
Machine learning highlights the deficiency of conventional dosimetric constraints for prevention of high-grade radiation esophagitis in non-small cell lung cancer treated with chemoradiation
Luna, José Marcio, Chao, Hann-Hsiang, Shinohara, Russel T., Ungar, Lyle H., Cengel, Keith A., Pryma, Daniel A., Chinniah, Chidambaram, Berman, Abigail T., Katz, Sharyn I., Kontos, Despina, Simone, Charles B., Diffenderfer, Eric S.
Published in Clinical and translational radiation oncology (01.05.2020)
Published in Clinical and translational radiation oncology (01.05.2020)
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Journal Article
Expert-augmented machine learning
Gennatas, Efstathios D., Friedman, Jerome H., Ungar, Lyle H., Pirracchio, Romain, Eaton, Eric, Reichmann, Lara G., Interian, Yannet, Luna, José Marcio, Simone, Charles B., Auerbach, Andrew, Delgado, Elier, van der Laan, Mark J., Solberg, Timothy D., Valdes, Gilmer
Published in Proceedings of the National Academy of Sciences - PNAS (03.03.2020)
Published in Proceedings of the National Academy of Sciences - PNAS (03.03.2020)
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Journal Article
Building more accurate decision trees with the additive tree
Luna, José Marcio, Gennatas, Efstathios D., Ungar, Lyle H., Eaton, Eric, Diffenderfer, Eric S., Jensen, Shane T., Simone, Charles B., Friedman, Jerome H., Solberg, Timothy D., Valdes, Gilmer
Published in Proceedings of the National Academy of Sciences - PNAS (01.10.2019)
Published in Proceedings of the National Academy of Sciences - PNAS (01.10.2019)
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Journal Article
Impact of Interobserver Variability in Manual Segmentation of Non-Small Cell Lung Cancer (NSCLC) Applying Low-Rank Radiomic Representation on Computed Tomography
Hershman, Michelle, Yousefi, Bardia, Serletti, Lacey, Galperin-Aizenberg, Maya, Roshkovan, Leonid, Luna, José Marcio, Thompson, Jeffrey C., Aggarwal, Charu, Carpenter, Erica L., Kontos, Despina, Katz, Sharyn I.
Published in Cancers (28.11.2021)
Published in Cancers (28.11.2021)
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Journal Article
Radiomic Phenotypes for Improving Early Prediction of Survival in Stage III Non-Small Cell Lung Cancer Adenocarcinoma after Chemoradiation
Luna, José, Barsky, Andrew, Shinohara, Russell, Roshkovan, Leonid, Hershman, Michelle, Dreyfuss, Alexandra, Horng, Hannah, Lou, Carolyn, Noël, Peter, Cengel, Keith, Katz, Sharyn, Diffenderfer, Eric, Kontos, Despina
Published in Cancers (29.01.2022)
Published in Cancers (29.01.2022)
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Journal Article
REPLY TO NOCK AND NIELSEN: Onthe work of Nock and Nielsen and its relationship to the additive tree
Valdes, Gilmer, Luna, José Marcio, Gennatas, Efstathios D., Ungar, Lyle H., Eaton, Eric, Diffenderfer, Eric S., Jensen, Shane T., Simone, Charles B., Friedman, Jerome H., Solberg, Timothy D.
Published in Proceedings of the National Academy of Sciences - PNAS (21.04.2020)
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Published in Proceedings of the National Academy of Sciences - PNAS (21.04.2020)
Journal Article
Lifelong learning for disturbance rejection on mobile robots
Isele, David, Luna, Jose Marcio, Eaton, Eric, de la Cruz, Gabriel V., Irwin, James, Kallaher, Brandon, Taylor, Matthew E.
Published in Proceedings of the ... IEEE/RSJ International Conference on Intelligent Robots and Systems (01.10.2016)
Published in Proceedings of the ... IEEE/RSJ International Conference on Intelligent Robots and Systems (01.10.2016)
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Conference Proceeding
(P39) Novel Use of Machine Learning for Predicting Radiation Pneumonitis in Locally Advanced Stage II-III Non-Small Cell Lung Cancer
Chao, Hann-Hsiang, Luna, José Marcio, Valdes, Gilmer, Diffenderfer, Eric, Chinniah, Chidambaram, Ma, Grace, Solberg, Timothy D., Berman, Abigail T., Simone, Charles B.
Published in International journal of radiation oncology, biology, physics (01.06.2018)
Published in International journal of radiation oncology, biology, physics (01.06.2018)
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Journal Article
Abstract 6188: Pathomics of prostate cancer incorporating histology and mass spectrometry imaging
Luna, José Marcio, Nakhoul, Hani, Weimholt, Cody, Kim, Eric H., Song, Sheng-Kwei, Angel, Peggi M., Drake, Richard R., Ippolito, Joseph E.
Published in Cancer research (Chicago, Ill.) (22.03.2024)
Published in Cancer research (Chicago, Ill.) (22.03.2024)
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Journal Article
Radiologic imaging biomarkers in triple-negative breast cancer: a literature review about the role of artificial intelligence and the way forward
Bhalla, Kanika, Xiao, Qi, Luna, José Marcio, Podany, Emily, Ahmad, Tabassum, Ademuyiwa, Foluso O, Davis, Andrew, Bennett, Debbie Lee, Gastounioti, Aimilia
Published in BJR artificial intelligence (01.01.2024)
Published in BJR artificial intelligence (01.01.2024)
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Journal Article
Reply to Nock and Nielsen: On the work of Nock and Nielsen and its relationship to the additive tree
Valdes, Gilmer, Luna, José Marcio, Gennatas, Efstathios D., Ungar, Lyle H., Eaton, Eric, Diffenderfer, Eric S., Jensen, Shane T., Simone, Charles B., Friedman, Jerome H., Solberg, Timothy D.
Published in Proceedings of the National Academy of Sciences - PNAS (21.04.2020)
Published in Proceedings of the National Academy of Sciences - PNAS (21.04.2020)
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Journal Article
Abstract 4150: Development of a three-dimensional spatialomics map of lethal prostate cancer driven by clinical imaging
Ippolito, Joseph E., Ballard, David H., Bergeron, Karla, Chidambaram, Ritesh, Elumalai, Anusha, Fraum, Tyler J., Jing, Huaping, Kamelin, Peter, Kim, Eric H., Kita, Catherine, Klim, Aleksandra, Knesis, Anthony, Lim, Mark, Luna, José Marcio, Nakhoul, Hani, Ragan, Timothy, Rothschild, Kenneth J., Song, Sheng-Kwei, Utt, Kainen, Weimholt, Cody, Yagnik, Gargey, Yew, Elijah, Angel, Peggi M., Drake, Richard R.
Published in Cancer research (Chicago, Ill.) (22.03.2024)
Published in Cancer research (Chicago, Ill.) (22.03.2024)
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Journal Article
An adaptive coverage control algorithm for deployment of nonholonomic mobile sensors
Luna, Jose-Marcio, Fierro, Rafael, Abdallah, Chaouki, Wood, John
Published in 49th IEEE Conference on Decision and Control (CDC) (01.12.2010)
Published in 49th IEEE Conference on Decision and Control (CDC) (01.12.2010)
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Conference Proceeding
Abstract 2468: Automated co-registration of histology and mass spectrometry imaging for enhanced prostate cancer pathomics
Giraldo-Guzman, Jader, Czerpak, Cameron A., Weimholdt, Cody, Thomas, Lewis J., Song, Sheng-Kwei, Angel, Peggi M., Drake, Richard R., Ippolito, Joseph E., Luna, Jose Marcio
Published in Cancer research (Chicago, Ill.) (21.04.2025)
Published in Cancer research (Chicago, Ill.) (21.04.2025)
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Journal Article