JosÚ Marcio Luna
JosÚ Marcio Luna
Assistant Professor, Mallinckrodt Institute of Radiology, Washington University in St. Louis
Geverifieerd e-mailadres voor wustl.edu - Homepage
Geciteerd door
Geciteerd door
MediBoost: a patient stratification tool for interpretable decision making in the era of precision medicine
G Valdes, JM Luna, E Eaton, CB Simone, LH Ungar, TD Solberg
Scientific reports 6 (1), 37854, 2016
Expert-augmented machine learning
ED Gennatas, JH Friedman, LH Ungar, R Pirracchio, E Eaton, ...
Proceedings of the National Academy of Sciences 117 (9), 4571-4577, 2020
Autonomous cross-domain knowledge transfer in lifelong policy gradient reinforcement learning
HB Ammar, E Eaton, JM Luna, P Ruvolo
Twenty-fourth international joint conference on artificial intelligence, 2015
Predicting radiation pneumonitis in locally advanced stage II–III non-small cell lung cancer using machine learning
JM Luna, HH Chao, ES Diffenderfer, G Valdes, C Chinniah, G Ma, ...
Radiotherapy and Oncology 133, 106-112, 2019
Building more accurate decision trees with the additive tree
JM Luna, ED Gennatas, LH Ungar, E Eaton, ES Diffenderfer, ST Jensen, ...
PNAS, 2019
An adaptive coverage control algorithm for deployment of nonholonomic mobile sensors
JM Luna, R Fierro, CT Abdallah, J Wood
IEEE Conference on Decision and Control (CDC), 1250, 2010
An adaptive coverage control for deployment of nonholonomic mobile sensor networks over time‐varying sensory functions
JM Luna, R Fierro, CT Abdallah, J Wood
Asian Journal of Control 15 (4), 988-1000, 2013
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
HH Chao, G Valdes, JM Luna, M Heskel, AT Berman, TD Solberg, ...
Journal of applied clinical medical physics 19 (5), 539-546, 2018
Control in computing systems.
JM Luna, CT Abdallah
CACSD, 32-36, 2011
Impact of interobserver variability in manual segmentation of non-small cell lung cancer (NSCLC) applying low-rank radiomic representation on computed tomography
M Hershman, B Yousefi, L Serletti, M Galperin-Aizenberg, L Roshkovan, ...
Cancers 13 (23), 5985, 2021
Design of a low-cost platform for autonomous mobile service robots
E Eaton, C Mucchiani, M Mohan, D Isele, JM Luna, C Clingerman
IJCAI workshop on autonomous mobile service robots, 2016
Lifelong learning for disturbance rejection on mobile robots
D Isele, JM Luna, E Eaton, GV de la Cruz, J Irwin, B Kallaher, ME Taylor
2016 IEEE/RSJ International Conference on Intelligent Robots and Systemsá…, 2016
Multi-vehicle testbed for decentralized environmental sensing
RA Cortez, JM Luna, R Fierro, J Wood
2010 IEEE International Conference on Robotics and Automation, 3052-3058, 2010
Machine learning highlights the deficiency of conventional dosimetric constraints for prevention of high-grade radiation esophagitis in non-small cell lung cancer treated withá…
JM Luna, HH Chao, RT Shinohara, LH Ungar, KA Cengel, DA Pryma, ...
Clinical and Translational Radiation Oncology 22, 69-75, 2020
Development of a robust radiomic biomarker of progression-free survival in advanced non-small cell lung cancer patients treated with first-line immunotherapy
A Singh, H Horng, L Roshkovan, JK Weeks, M Hershman, P NoŰl, ...
Scientific reports 12 (1), 9993, 2022
Radiomic phenotypes for improving early prediction of survival in stage III non-small cell lung cancer adenocarcinoma after chemoradiation
JM Luna, AR Barsky, RT Shinohara, L Roshkovan, M Hershman, ...
Cancers 14 (3), 700, 2022
Probabilistic Optimization of Resource Distribution and Encryption for Data Storage in the Cloud
JM Luna, CT Abdallah, GL Heileman
IEEE Transactions on Cloud Computing 6 (2), 428-439, 2016
Correlative hierarchical clustering-based low-rank dimensionality reduction of radiomics-driven phenotype in non-small cell lung cancer
B Yousefi, N Jahani, MJ LaRiviere, E Cohen, MK Hsieh, JM Luna, ...
Medical Imaging 2019: Imaging Informatics for Healthcare, Research, andá…, 2019
Provisioning security and performance optimization for dynamic cloud environments
V Nandina, JM Luna, CC Lamb, GL Heileman, CT Abdallah
2014 IEEE 7th International Conference on Cloud Computing, 979-981, 2014
Policy-based Security Provisioning and Performance Control in the Cloud
V Nandina, JM Luna, EJ Nava, CC Lamb, GL Heileman, CT Abdallah
International Conference on Cloud Computing and Services Science (CLOSERá…, 2013
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