| Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ... arXiv preprint arXiv:1811.02629, 2018 | 2155 | 2018 |
| Variable generalization performance of a deep learning model to detect pneumonia in chest radiographs: a cross-sectional study JR Zech, MA Badgeley, M Liu, AB Costa, JJ Titano, EK Oermann PLoS medicine 15 (11), e1002683, 2018 | 1458 | 2018 |
| Federated learning for predicting clinical outcomes in patients with COVID-19 I Dayan, HR Roth, A Zhong, A Harouni, A Gentili, AZ Abidin, A Liu, ... Nature medicine 27 (10), 1735-1743, 2021 | 608 | 2021 |
| A large language model for electronic health records X Yang, A Chen, N PourNejatian, HC Shin, KE Smith, C Parisien, ... NPJ digital medicine 5 (1), 194, 2022 | 498 | 2022 |
| Automated deep-neural-network surveillance of cranial images for acute neurologic events JJ Titano, M Badgeley, J Schefflein, M Pain, A Su, M Cai, N Swinburne, ... Nature medicine 24 (9), 1337-1341, 2018 | 439 | 2018 |
| Simulated splashes: Elucidating the mechanism of desorption electrospray ionization mass spectrometry AB Costa, RG Cooks Chemical Physics Letters 464 (1-3), 1-8, 2008 | 265 | 2008 |
| Health system-scale language models are all-purpose prediction engines LY Jiang, XC Liu, NP Nejatian, M Nasir-Moin, D Wang, A Abidin, K Eaton, ... Nature 619 (7969), 357-362, 2023 | 260 | 2023 |
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| An attention based deep learning model of clinical events in the intensive care unit DA Kaji, JR Zech, JS Kim, SK Cho, NS Dangayach, AB Costa, ... PloS one 14 (2), e0211057, 2019 | 230 | 2019 |
| Cholesterol sulfate imaging in human prostate cancer tissue by desorption electrospray ionization mass spectrometry LS Eberlin, AL Dill, AB Costa, DR Ifa, L Cheng, T Masterson, M Koch, ... Analytical chemistry 82 (9), 3430-3434, 2010 | 227 | 2010 |
| A study of generative large language model for medical research and healthcare C Peng, X Yang, A Chen, KE Smith, N PourNejatian, AB Costa, C Martin, ... NPJ digital medicine 6 (1), 210, 2023 | 201 | 2023 |
| Multivariate statistical differentiation of renal cell carcinomas based on lipidomic analysis by ambient ionization imaging mass spectrometry AL Dill, LS Eberlin, C Zheng, AB Costa, DR Ifa, L Cheng, TA Masterson, ... Analytical and Bioanalytical Chemistry 398, 2969-2978, 2010 | 188 | 2010 |
| Natural language–based machine learning models for the annotation of clinical radiology reports J Zech, M Pain, J Titano, M Badgeley, J Schefflein, A Su, A Costa, ... Radiology 287 (2), 570-580, 2018 | 170 | 2018 |
| New ionization methods and miniature mass spectrometers for biomedicine: DESI imaging for cancer diagnostics and paper spray ionization for therapeutic drug monitoring RG Cooks, NE Manicke, AL Dill, DR Ifa, LS Eberlin, AB Costa, H Wang, ... Faraday discussions 149 (1), 247-267, 2011 | 153 | 2011 |
| Lipid profiles of canine invasive transitional cell carcinoma of the urinary bladder and adjacent normal tissue by desorption electrospray ionization imaging mass spectrometry AL Dill, DR Ifa, NE Manicke, AB Costa, JA Ramos-Vara, DW Knapp, ... Analytical chemistry 81 (21), 8758-8764, 2009 | 153 | 2009 |
| Multivariate statistical identification of human bladder carcinomas using ambient ionization imaging mass spectrometry AL Dill, LS Eberlin, AB Costa, C Zheng, DR Ifa, L Cheng, TA Masterson, ... Chemistry–A European Journal 17 (10), 2897-2902, 2011 | 151 | 2011 |
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| Rapid direct lipid profiling of bacteria using desorption electrospray ionization mass spectrometry JI Zhang, N Talaty, AB Costa, Y Xia, WA Tao, R Bell, JH Callahan, ... International Journal of Mass Spectrometry 301 (1-3), 37-44, 2011 | 114 | 2011 |
| Confounding variables can degrade generalization performance of radiological deep learning models JR Zech, MA Badgeley, M Liu, AB Costa, JJ Titano, EK Oermann arXiv preprint arXiv:1807.00431, 2018 | 108 | 2018 |
Eric Karl OermannNew York UniversityVerified email at georgetown.edu