Research output per year
Research output per year
Personal profile
Research interests
Dr. Luna's research program focuses on the development of translational tools for prediction and diagnosis of cancer from a multiomics perspective in the era of precision medicine. His research interests are in machine learning, multiomics, data integration, cancer research, data sciences and computational medical imaging.
Available to Mentor:
- Post-Baccalaureate Students
- PhD/MSTP Students
- Postdocs
- Residents and Fellows
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Collaborations and top research areas from the last five years
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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
Singh, A., Horng, H., Roshkovan, L., Weeks, J. K., Hershman, M., Noël, P., Luna, J. M., Cohen, E. A., Pantalone, L., Shinohara, R. T., Bauml, J. M., Thompson, J. C., Aggarwal, C., Carpenter, E. L., Katz, S. I. & Kontos, D., Dec 2022, In: Scientific reports. 12, 1, 9993.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
Radiomic Phenotypes for Improving Early Prediction of Survival in Stage III Non-Small Cell Lung Cancer Adenocarcinoma after Chemoradiation
Luna, J. M., Barsky, A. R., Shinohara, R. T., Roshkovan, L., Hershman, M., Dreyfuss, A. D., Horng, H., Lou, C., Noël, P. B., Cengel, K. A., Katz, S., Diffenderfer, E. S. & Kontos, D., Feb 1 2022, In: Cancers. 14, 3, 700.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations -
Impact of interobserver variability in manual segmentation of non‐small cell lung cancer (Nsclc) applying low‐rank radiomic representation on computed tomography
Hershman, M., Yousefi, B., Serletti, L., Galperin‐aizenberg, M., Roshkovan, L., Luna, J. M., Thompson, J. C., Aggarwal, C., Carpenter, E. L., Kontos, D. & Katz, S. I., Dec 1 2021, In: Cancers. 13, 23, 5985.Research output: Contribution to journal › Article › peer-review
Open Access7 Scopus citations -
Radiomic features predict local failure-free survival in stage III NSCLC adenocarcinoma treated with chemoradiation
Luna, J. M., Barsky, A. R., Shinohara, R. T., Dreyfuss, A. D., Roshkovan, L., Hershman, M., Haghighi, B., Yousefi, B., Noël, P. B., Cengel, K. A., Katz, S., Diffenderfer, E. S. & Kontos, D., 2021, Medical Imaging 2021: Computer-Aided Diagnosis. Mazurowski, M. A. & Drukker, K. (eds.). SPIE, 1159720. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11597).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Expert-augmented machine learning
Gennatas, E. D., Friedman, J. H., Ungar, L. H., Pirracchio, R., Eaton, E., Reichmann, L. G., Interian, Y., Luna, J. M., Simone, C. B., Auerbach, A., Delgado, E., van der Laan, M. J., Solberg, T. D. & Valdes, G., Mar 3 2020, In: Proceedings of the National Academy of Sciences of the United States of America. 117, 9, p. 4571-4577 7 p.Research output: Contribution to journal › Article › peer-review
Open Access51 Scopus citations