| DeepSOFA: A Continuous Acuity Score for Critically Ill Patients using Clinically Interpretable Deep Learning B Shickel, TJ Loftus, L Adhikari, T Ozrazgat-Baslanti, A Bihorac, P Rashidi Scientific Reports - Nature 9 (1), 1879, 2019 | 160 | 2019 |
| Analysis of discrepancies between pulse oximetry and arterial oxygen saturation measurements by race and ethnicity and association with organ dysfunction and mortality AKI Wong, M Charpignon, H Kim, C Josef, AAH De Hond, JJ Fojas, ... JAMA Network Open 4 (11), e2131674-e2131674, 2021 | 131 | 2021 |
| Improved predictive models for acute kidney injury with IDEA: Intraoperative Data Embedded Analytics L Adhikari, T Ozrazgat-Baslanti, M Ruppert, R Madushani, S Paliwal, ... PloS one 14 (4), e0214904, 2019 | 73 | 2019 |
| Systematic review and comparison of publicly available ICU data sets—a decision guide for clinicians and data scientists CM Sauer, TA Dam, LA Celi, M Faltys, MAA de la Hoz, L Adhikari, ... Critical care medicine 50 (6), e581-e588, 2022 | 49 | 2022 |
| Nonconvex regularization-based sparse recovery and demixing with application to color image inpainting F Wen, L Adhikari, L Pei, RF Marcia, P Liu, RC Qiu IEEE Access 5, 11513-11527, 2017 | 33 | 2017 |
| Sparse signal recovery methods for variant detection in next-generation sequencing data. M Banuelos, R Almanza, L Adhikari, S Sindi, RF Marcia ICASSP, 864-868, 2016 | 16 | 2016 |
| Sparse genomic structural variant detection: Exploiting parent-child relatedness for signal recovery M Banuelos, R Almanza, L Adhikari, RF Mareia, S Sindi 2016 IEEE Statistical Signal Processing Workshop (SSP), 1-5, 2016 | 14 | 2016 |
| Constrained Variant Detection with SPaRC: Sparsity, Parental Relatedness, and Coverage M Banuelos, R Almanza, L Adhikari, RF Marcia, S Sindi | 12 | 2016 |
| Nonconvex relaxation for poisson intensity reconstruction L Adhikari, RF Marcia 2015 IEEE international conference on Acoustics, Speech and Signal …, 2015 | 12 | 2015 |
| Discovery and validation of urinary molecular signature of early sepsis S Bandyopadhyay, N Lysak, L Adhikari, LM Velez, L Sautina, ... Critical Care Explorations 2 (10), e0195, 2020 | 11 | 2020 |
| Limited-memory trust-region methods for sparse relaxation L Adhikari, O DeGuchy, JB Erway, S Lockhart, RF Marcia Wavelets and Sparsity XVII 10394, 95-102, 2017 | 9 | 2017 |
| Non-Convex Regularization for Sparse Genomic Variant Signal Detection M Banuelos, L Adhikari, A Fujikawa, J Sahagún, K Sanderson, M Spence, ... | 9 | 2017 |
| Early biomarker signatures in surgical sepsis R Madushani, V Patel, T Loftus, Y Ren, HJ Li, L Velez, Q Wu, L Adhikari, ... Journal of Surgical Research 277, 372-383, 2022 | 8 | 2022 |
| Sparse diploid spatial biosignal recovery for genomic variation detection M Banuelos, L Adhikari, R Almanza, A Fujikawa, J Sahagún, K Sanderson, ... 2017 IEEE International Symposium on Medical Measurements and Applications …, 2017 | 6 | 2017 |
| Trust-region methods for nonconvex sparse recovery optimization L Adhikari, RF Marcia, JB Erway, RJ Plemmons Information Theory and Its Applications (ISITA), 2016 International …, 2016 | 6* | 2016 |
| Analysis of p-norm regularized subproblem minimization for sparse photon-limited image recovery A Orkusyan, L Adhikari, J Valenzuela, RF Marcia 2016 IEEE international conference on Acoustics, Speech and Signal …, 2016 | 6 | 2016 |
| Biomedical signal recovery: Genomic variant detection in family lineages M Banuelos, R Almanza, L Adhikari, S Sindi, RF Marcia 2017 IEEE 5th Portuguese Meeting on Bioengineering (ENBENG), 1-4, 2017 | 5 | 2017 |
| A method to explore variations of ventilator-associated event surveillance definitions in large critical care databases in the United States AKI Wong, H Kim, ML Charpignon, L Carvalho, E Monares-Zepeda, ... Critical Care Explorations 4 (11), e0790, 2022 | 3 | 2022 |
| Sparse reconstruction for fluorescence lifetime imaging microscopy with poisson noise L Adhikari, AD Kim, RF Marcia 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2016 | 3 | 2016 |
| Bounded sparse photon-limited image recovery L Adhikari, RF Marcia 2016 IEEE International Conference on Image Processing (ICIP), 3508-3512, 2016 | 3 | 2016 |
Roummel MarciaProfessor of Applied Mathematics, University of California, MercedVerified email at ucmerced.edu
