Dynamically modeling patient's health state from electronic medical records: A time series approach KL Caballero Barajas, R Akella Proceedings of the 21th ACM SIGKDD international conference on knowledge …, 2015 | 126 | 2015 |
The generalized dirichlet distribution in enhanced topic detection KL Caballero, J Barajas, R Akella Proceedings of the 21st ACM international conference on Information and …, 2012 | 51 | 2012 |
In-vivo ivus tissue classification: a comparison between rf signal analysis and reconstructed images KL Caballero, J Barajas, O Pujol, N Salvatella, P Radeva Progress in Pattern Recognition, Image Analysis and Applications: 11th …, 2006 | 38* | 2006 |
Using reconstructed ivus images for coronary plaque classification KL Caballero, J Barajas, O Pujol, O Rodriguez, P Radeva 2007 29th Annual International Conference of the IEEE Engineering in …, 2007 | 32 | 2007 |
Cardiac phase extraction in IVUS sequences using 1-D gabor filters J Barajas, KL Caballero, O Rodriguez, P Radeva 2007 29th Annual International Conference of the IEEE Engineering in …, 2007 | 20 | 2007 |
Incorporating statistical topic models in the retrieval of healthcare documents K Caballero, R Akella AMIA Summits on Translational Science Proceedings 2015, 430, 2015 | 12 | 2015 |
Correction of misalignment artifacts among 2-D cardiac MR images in 3-D space J Barajas, KL Caballero, JG Barnés, F Carreras, S Pujadas, P Radeva First International Workshop on Computer Vision for Intravascular and …, 2006 | 11 | 2006 |
Dynamic estimation of the probability of patient readmission to the ICU using electronic medical records K Caballero, R Akella AMIA Annual Symposium Proceedings 2015, 1831, 2015 | 9 | 2015 |
Reconstructing ivus images for an accurate tissue classification KL Caballero, J Barajas, O Pujol, J Mauri, P Radeva Computer Vision Methods in Medicine 2, 113-119, 2007 | 6 | 2007 |
Incorporating statistical topic information in relevance feedback KL Caballero, R Akella Proceedings of the 35th international ACM SIGIR conference on Research and …, 2012 | 5 | 2012 |
Knowledge sciences in services automation: Integration models and perspectives for service centers R Akella, Z Xu, J Barajas, K Caballero 2009 IEEE International Conference on Automation Science and Engineering, 71-78, 2009 | 5 | 2009 |
Assessing in-vivo IVUS tissue classification accuracy between normalized image reconstruction and RF analysis KL Caballero, O Pujol, J Barajas, J Mauri, P Radeva Proc. MICCAI, 82-89, 2006 | 5 | 2006 |
Prediction of physiological subsystem failure and its impact in the prediction of patient mortality KC Barajas, R Akella 2015 IEEE International Conference on Big Data (Big Data), 1025-1030, 2015 | 1 | 2015 |
Using radio frequency reconstructed IVUS images in tissue classification KL Caballero, J Barajas, O Pujol, J Mauri, P Radeva 2006 Computers in Cardiology, 533-536, 2006 | 1 | 2006 |
Topic Models and Dynamic Prediction Models and their applications in Document Retrieval and Healthcare KL Caballero Barajas UC Santa Cruz, 2015 | | 2015 |
Intravascular ultrasound tissue characterization using radio frequency signals OR Leor, N Salvatella, H Tizon, J Mauri, EF Nofrerias, K Caballero, ... EUROPEAN HEART JOURNAL 27, 136-137, 2006 | | 2006 |
Using RF Reconstructed IVUS Images in Tissue Classification KL Caballero, J Barajas, O Pujol, J Mauri, P Radeva | | |
Aligning 2-D Cardiac MR Images in 3-D Space using Normalized Mutual Information J Barajas, KL Caballero, J Garcia-Barnes, F Carreras, S Pujadas, ... | | |