| An automated machine learning-based model predicts postoperative mortality using readily-extractable preoperative electronic health record data BL Hill, R Brown, E Gabel, N Rakocz, C Lee, M Cannesson, P Baldi, ... British journal of anaesthesia 123 (6), 877-886, 2019 | 73 | 2019 |
| Prior diagnoses and medications as risk factors for COVID-19 in a Los Angeles Health System TS Chang, Y Ding, MK Freund, R Johnson, T Schwarz, JM Yabu, ... MedRxiv, 2020 | 50 | 2020 |
| Imputation of the continuous arterial line blood pressure waveform from non-invasive measurements using deep learning BL Hill, N Rakocz, Á Rudas, JN Chiang, S Wang, I Hofer, M Cannesson, ... Scientific reports 11 (1), 15755, 2021 | 49 | 2021 |
| Leveraging genomic diversity for discovery in an electronic health record linked biobank: the UCLA ATLAS Community Health Initiative R Johnson, Y Ding, V Venkateswaran, A Bhattacharya, K Boulier, A Chiu, ... Genome medicine 14 (1), 104, 2022 | 22 | 2022 |
| Methylation risk scores are associated with a collection of phenotypes within electronic health record systems M Thompson, BL Hill, N Rakocz, JN Chiang, D Geschwind, ... npj Genomic Medicine 7 (1), 50, 2022 | 18 | 2022 |
| Automated identification of clinical features from sparsely annotated 3-dimensional medical imaging N Rakocz, JN Chiang, MG Nittala, G Corradetti, L Tiosano, S Velaga, ... NPJ digital medicine 4 (1), 44, 2021 | 16 | 2021 |
| Pre-existing conditions in Hispanics/Latinxs that are COVID-19 risk factors TS Chang, Y Ding, MK Freund, R Johnson, T Schwarz, JM Yabu, ... Iscience 24 (3), 2021 | 15 | 2021 |
| Automated identification of incomplete and complete retinal epithelial pigment and outer retinal atrophy using machine learning JN Chiang, G Corradetti, MG Nittala, F Corvi, N Rakocz, A Rudas, ... Ophthalmology Retina 7 (2), 118-126, 2023 | 12 | 2023 |
| Leveraging genomic diversity for discovery in an EHR-linked biobank: the UCLA ATLAS Community Health Initiative R Johnson, Y Ding, V Venkateswaran, A Bhattacharya, A Chiu, T Schwarz, ... medRxiv, 2021.09. 22.21263987, 2021 | 10 | 2021 |
| Phenome-wide association study of polygenic risk score for Alzheimer’s disease in electronic health records M Fu, TS Chang, AL Antonio, M Ariannejad, AM Badillo, B Balliu, ... Frontiers in Aging Neuroscience 14, 800375, 2022 | 8 | 2022 |
| SLIViT: a general AI framework for clinical-feature diagnosis from limited 3D biomedical-imaging data O Avram, B Durmus, N Rakocz, G Corradetti, U An, MG Nitalla, A Rudas, ... Research Square, 2023 | 1 | 2023 |
| Biomarker Prediction Using Optical Coherence Tomography E Halperin, N Rakocz, J Chiang, M Gupta, S Sadda US Patent App. 17/758,625, 2023 | 1 | 2023 |
| Automated large-scale prediction of exudative AMD progression using machine-read OCT biomarkers A Rudas, JN Chiang, G Corradetti, N Rakocz, O Avram, E Halperin, ... PLOS digital health 2 (2), e0000106, 2023 | 1 | 2023 |
| Systems and Methods for Imputing Real-Time Physiological Signals M Cannesson, B Hill, E Halperin, I Hofer, N Rakocz US Patent App. 17/753,126, 2022 | 1 | 2022 |
| Automated identification of incomplete and complete retinal epithelial pigment and outer retinal atrophy using machine learning G Corradetti, JN Chiang, F Corvi, N Rakocz, A Rudas, B Durmus, A Chiu, ... Investigative Ophthalmology & Visual Science 63 (7), 3860-3860, 2022 | 1 | 2022 |
| Development of a Machine Learning Model to Predict Postoperative AKI Based on EMR Data Available Prior to Surgery N Rakocz, BL Hill, AM Chiu, S Sankararaman, E Halperin, IS Hofer American Society of Anesthesiologists, 2019 | 1 | 2019 |
| Prediction of activity in eyes with macular neovascularization due to age-related macular degeneration using deep learning G Corradetti, N Rakocz, JN Chiang, O Avram, AR Alagorie, MG Nittala, ... Eye 38 (5), 819-821, 2024 | | 2024 |
| The heterogeneous effects of social support on the adoption of Facebook’s vaccine profile frames feature N Rakocz, S Ernala, I Nir, U Weinsberg, A Bahl Humanities and Social Sciences Communications 10 (1), 1-13, 2023 | | 2023 |
| Prediction of Activity in Eyes with Macular Neovascularization Due to Age-related Macular Degeneration Using Deep Learning S Sadda, G Corradetti, N Rakocz, J Chiang, O Avram, A Alagorie, ... | | 2023 |
| Computational Methods to Inform Healthcare Decisions at Individual and Population Levels N Rakocz University of California, Los Angeles, 2023 | | 2023 |
