Research output per year
Research output per year
- 30 results
Search results
-
2022
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 Access6 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 Access8 Scopus citations -
2021
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 Access12 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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2020
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 Access74 Scopus citations -
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, J. M., Chao, H. H., Shinohara, R. T., Ungar, L. H., Cengel, K. A., Pryma, D. A., Chinniah, C., Berman, A. T., Katz, S. I., Kontos, D., Simone, C. B. & Diffenderfer, E. S., May 2020, In: Clinical and Translational Radiation Oncology. 22, p. 69-75 7 p.Research output: Contribution to journal › Article › peer-review
Open Access10 Scopus citations -
Reply to Nock and Nielsen: On the work of Nock and Nielsen and its relationship to the additive tree
Valdes, G., Luna, J. M., Gennatas, E. D., Ungar, L. H., Eaton, E., Diffenderfer, E. S., Jensen, S. T., Simone, C. B., Friedman, J. H. & Solberg, T. D., Apr 21 2020, In: Proceedings of the National Academy of Sciences of the United States of America. 117, 16, p. 8694-8695 2 p.Research output: Contribution to journal › Letter › peer-review
Open Access -
2019
Building more accurate decision trees with the additive tree
Luna, J. M., Gennatas, E. D., Ungar, L. H., Eaton, E., Diffenderfer, E. S., Jensen, S. T., Simone, C. B., Friedman, J. H., Solberg, T. D. & Valdes, G., Oct 1 2019, In: Proceedings of the National Academy of Sciences of the United States of America. 116, 40, p. 19887-19893 7 p.Research output: Contribution to journal › Article › peer-review
Open Access60 Scopus citations -
Correlative hierarchical clustering-based low-rank dimensionality reduction of radiomics-driven phenotype in non-small cell lung cancer
Yousefi, B., Jahani, N., Lariviere, M. J., Cohen, E., Hsieh, M. K., Luna, J. M., Chitalia, R. D., Thompson, J. C., Carpenter, E. L., Katz, S. I. & Kontos, D., 2019, Medical Imaging 2019: Imaging Informatics for Healthcare, Research, and Applications. Chen, P.-H. & Bak, P. R. (eds.). SPIE, 1095416. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10954).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
4 Scopus citations -
Predicting radiation pneumonitis in locally advanced stage II–III non-small cell lung cancer using machine learning
Luna, J. M., Chao, H. H., Diffenderfer, E. S., Valdes, G., Chinniah, C., Ma, G., Cengel, K. A., Solberg, T. D., Berman, A. T. & Simone, C. B., Apr 2019, In: Radiotherapy and Oncology. 133, p. 106-112 7 p.Research output: Contribution to journal › Article › peer-review
73 Scopus citations -
2018
Exploratory analysis using machine learning to predict for chest wall pain in patients with stage I non-small-cell lung cancer treated with stereotactic body radiation therapy
Chao, H. H., Valdes, G., Luna, J. M., Heskel, M., Berman, A. T., Solberg, T. D. & Simone, C. B., Sep 2018, In: Journal of applied clinical medical physics. 19, 5, p. 539-546 8 p.Research output: Contribution to journal › Article › peer-review
Open Access11 Scopus citations -
Probabilistic Optimization of Resource Distribution and Encryption for Data Storage in the Cloud
Luna, J. M., Abdallah, C. T. & Heileman, G. L., Apr 1 2018, In: IEEE Transactions on Cloud Computing. 6, 2, p. 428-439 12 p.Research output: Contribution to journal › Article › peer-review
5 Scopus citations -
2016
Lifelong learning for disturbance rejection on mobile robots
Isele, D., Luna, J. M., Eaton, E., De La Cruz, G. V., Irwin, J., Kallaher, B. & Taylor, M. E., Nov 28 2016, IROS 2016 - 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems. Institute of Electrical and Electronics Engineers Inc., p. 3993-3998 6 p. 7759588. (IEEE International Conference on Intelligent Robots and Systems; vol. 2016-November).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
9 Scopus citations -
MediBoost: A Patient Stratification Tool for Interpretable Decision Making in the Era of Precision Medicine
Valdes, G., Luna, J. M., Eaton, E., Simone, C. B., Ungar, L. H. & Solberg, T. D., Nov 30 2016, In: Scientific reports. 6, 37854.Research output: Contribution to journal › Article › peer-review
Open Access92 Scopus citations -
2015
Autonomous cross-domain knowledge transfer in lifelong policy gradient reinforcement learning
Ammar, H. B., Eaton, E., Luna, J. M. & Ruvolo, P., 2015, IJCAI 2015 - Proceedings of the 24th International Joint Conference on Artificial Intelligence. Wooldridge, M. & Yang, Q. (eds.). International Joint Conferences on Artificial Intelligence, p. 3345-3351 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2015-January).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
49 Scopus citations -
Performance optimization and regulation for multitier servers
Luna, J. M., Abdallah, C. T. & Heileman, G. L., Feb 8 2015, 54rd IEEE Conference on Decision and Control,CDC 2015. Institute of Electrical and Electronics Engineers Inc., p. 1026-1032 7 p. 7402007. (Proceedings of the IEEE Conference on Decision and Control; vol. 54rd IEEE Conference on Decision and Control,CDC 2015).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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2014
Online student support services for STEM courses in New Mexico: A cross-Institutional approach
Luna, J. M., Schroeder, T. L., Heileman, G. L., Abdallah, C. T., Crichigno, J., Hurtado, I. L. & Perez, A. J., 2014.Research output: Contribution to conference › Paper › peer-review
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Provisioning security and performance optimization for dynamic cloud environments
Nandina, V., Luna, J. M., Lamb, C. C., Heileman, G. L. & Abdallah, C. T., Dec 3 2014, Proceedings - 2014 IEEE 7th International Conference on Cloud Computing, CLOUD 2014. Kesselman, C. (ed.). IEEE Computer Society, p. 979-981 3 p. 6973856. (IEEE International Conference on Cloud Computing, CLOUD).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
4 Scopus citations -
2013
An adaptive coverage control for deployment of nonholonomic mobile sensor networks over time-varying sensory functions
Luna, J. M., Fierro, R., Abdallah, C. T. & Wood, J., Jul 2013, In: Asian Journal of Control. 15, 4, p. 988-1000 13 p.Research output: Contribution to journal › Article › peer-review
16 Scopus citations -
Cross-institutional collaboration on hybrid engineering courses among institutions in New Mexico
Crichigno, J., Heileman, G. L., Hurtado, I. L., Perez, A. J., Jordan, R., Schroeder, T. L. & Luna, J. M., 2013.Research output: Contribution to conference › Paper › peer-review
1 Scopus citations -
On the compression of locational and environmental data in multi-vehicle missions: A control systems approach
Luna, J. M., Fierro, R., Abdallah, C. T. & Lewis, F., Jul 1 2013, In: International Journal of Control. 86, 7, p. 1281-1291 11 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
On the stability of a market-oriented cloud computing model with time-varying workloads
Luna, J. M., Abdallah, C. T. & Heileman, G. L., 2013.Research output: Contribution to conference › Paper › peer-review
1 Scopus citations -
Policy-based security provisioning and performance control in the cloud
Nandina, V., Luna, J. M., Nava, E. J., Lamb, C. C., Heileman, G. L. & Abdallah, C. T., 2013, CLOSER 2013 - Proceedings of the 3rd International Conference on Cloud Computing and Services Science. p. 502-508 7 p. (CLOSER 2013 - Proceedings of the 3rd International Conference on Cloud Computing and Services Science).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
3 Scopus citations -
2012
A binary consensus approach to decentralized coordination of nonholonomic sensor networks
Luna, J. M., Fierro, R., Abdallah, C. T. & Lewis, F., 2012, In: Proceedings of the IEEE Conference on Decision and Control. p. 3353-3359 7 p., 6426589.Research output: Contribution to journal › Conference article › peer-review
1 Scopus citations -
Delay-dependent stabilization of a class of nonlinear time-delay systems with time-varying input and state delays
Luna, J. M., Abdallah, C. T. & Erwin, R. S., 2012, 2012 American Control Conference, ACC 2012. Institute of Electrical and Electronics Engineers Inc., p. 3925-3931 7 p. 6314806. (Proceedings of the American Control Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Scopus citations -
2011
Control in computing systems: Part i
Luna, J. M. & Abdallah, C. T., 2011, 2011 IEEE International Symposium on Computer-Aided Control System Design, CACSD 2011. p. 25-31 7 p. 6044541. (Proceedings of the IEEE International Symposium on Computer-Aided Control System Design).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
12 Scopus citations -
Control in computing systems: Part II
Luna, J. M. & Abdallah, C. T., 2011, 2011 IEEE International Symposium on Computer-Aided Control System Design, CACSD 2011. p. 32-36 5 p. 6044537. (Proceedings of the IEEE International Symposium on Computer-Aided Control System Design).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
7 Scopus citations -
2010
A multi-vehicle testbed for multi-modal, decentralized sensing of the environment
Cortez, R. A., Luna, J. M., Fierro, R. & Wood, J., 2010, 2010 IEEE International Conference on Robotics and Automation, ICRA 2010. p. 1088-1089 2 p. 5509315. (Proceedings - IEEE International Conference on Robotics and Automation).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Scopus citations -
An adaptive coverage control algorithm for deployment of nonholonomic mobile sensors
Luna, J. M., Fierro, R., Abdallah, C. & Wood, J., 2010, 2010 49th IEEE Conference on Decision and Control, CDC 2010. Institute of Electrical and Electronics Engineers Inc., p. 1250-1256 7 p. 5717058. (Proceedings of the IEEE Conference on Decision and Control).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access20 Scopus citations -
Multi-vehicle testbed for decentralized environmental sensing
Cortez, R. A., Luna, J. M., Fierro, R. & Wood, J., 2010, 2010 IEEE International Conference on Robotics and Automation, ICRA 2010. p. 3052-3058 7 p. 5509294. (Proceedings - IEEE International Conference on Robotics and Automation).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
8 Scopus citations