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Anthony Costa
Anthony Costa
Verified email at nvidia.com
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Year
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
17412018
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
12172018
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
4262021
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
3912018
Simulated splashes: Elucidating the mechanism of desorption electrospray ionization mass spectrometry
AB Costa, RG Cooks
Chemical Physics Letters 464 (1-3), 1-8, 2008
2522008
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
2192010
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
2062022
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
191*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
1822019
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
1812010
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
1642018
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
1512011
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
1482009
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
1432011
Simulation of atmospheric transport and droplet–thin film collisions in desorption electrospray ionization
AB Costa, RG Cooks
Chemical Communications, 3915-3917, 2007
1312007
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
1042011
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
1022019
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
952018
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
842023
Navigation-linked heads-up display in intracranial surgery: early experience
JR Mascitelli, L Schlachter, AG Chartrain, H Oemke, J Gilligan, AB Costa, ...
Operative Neurosurgery 15 (2), 184-193, 2018
652018
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Articles 1–20