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| 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 | 1254 | 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 | 452 | 2021 |
| 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 | 400 | 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 | 252 | 2008 |
| 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 | 248 | 2022 |
| 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 | 220 | 2010 |
| Federated learning of electronic health records to improve mortality prediction in hospitalized patients with COVID-19: machine learning approach A Vaid, SK Jaladanki, J Xu, S Teng, A Kumar, S Lee, S Somani, ... JMIR medical informatics 9 (1), e24207, 2021 | 199* | 2021 |
| 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 | 188 | 2019 |
| 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 | 181 | 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 | 165 | 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 | 152 | 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 | 148 | 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 | 143 | 2011 |
| Simulation of atmospheric transport and droplet–thin film collisions in desorption electrospray ionization AB Costa, RG Cooks Chemical Communications, 3915-3917, 2007 | 131 | 2007 |
| 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 | 107 | 2023 |
| 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 | 106 | 2011 |
| Emerging blockchain technology solutions for modern healthcare infrastructure K Yaeger, M Martini, J Rasouli, A Costa Journal of Scientific Innovation in Medicine 2 (1), 1, 2019 | 103 | 2019 |
| 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 | 96 | 2018 |
| 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 | 68 | 2023 |
Eric Karl OermannNew York UniversityVerified email at georgetown.edu
