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Marcin Sieniek
Marcin Sieniek
Google Brain
Dirección de correo verificada de google.com
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International evaluation of an AI system for breast cancer screening
SM McKinney, M Sieniek, V Godbole, J Godwin, N Antropova, H Ashrafian, ...
Nature 577 (7788), 89-94, 2020
21742020
Supervised transfer learning at scale for medical imaging
B Mustafa, A Loh, J Freyberg, P MacWilliams, M Wilson, SM McKinney, ...
arXiv preprint arXiv:2101.05913, 2021
662021
ELIXR: Towards a general purpose X-ray artificial intelligence system through alignment of large language models and radiology vision encoders
S Xu, L Yang, C Kelly, M Sieniek, T Kohlberger, M Ma, WH Weng, A Kiraly, ...
arXiv preprint arXiv:2308.01317, 2023
242023
Enhancing the reliability and accuracy of AI-enabled diagnosis via complementarity-driven deferral to clinicians
K Dvijotham, J Winkens, M Barsbey, S Ghaisas, R Stanforth, N Pawlowski, ...
Nature Medicine 29 (7), 1814-1820, 2023
192023
A mobile-optimized artificial intelligence system for gestational age and fetal malpresentation assessment
RG Gomes, B Vwalika, C Lee, A Willis, M Sieniek, JT Price, C Chen, ...
Communications Medicine 2 (1), 128, 2022
132022
Quasi-linear computational cost adaptive solvers for three dimensional modeling of heating of a human head induced by cell phone
R Schaefer, M Łoś, M Sieniek, L Demkowicz, M Paszyński
Journal of Computational Science 11, 163-174, 2015
122015
System, user interface and method for interactive negative explanation of machine-learning localization models in health care applications
M Sieniek
US Patent 10,936,160, 2021
112021
Development of a machine learning model for sonographic assessment of gestational age
C Lee, A Willis, C Chen, M Sieniek, A Watters, B Stetson, A Uddin, J Wong, ...
JAMA network open 6 (1), e2248685-e2248685, 2023
102023
Application of multi-agent paradigm to hp-adaptive projection-based interpolation operator
P Gurgul, M Sieniek, K Magiera, M Skotniczny
Journal of Computational Science 4 (3), 164-169, 2013
102013
Two-dimensional hp-adaptive algorithm for continuous approximations of material data using space projection
P Gurgul, M Sieniek, M Paszyński, Ł Madej, N Collier
Computer Science 14, 2013
102013
Fully automatic 2D hp-adaptive finite element method for non-stationary heat transfer
PJ Matuszyk, M Sieniek, M Paszyński
Procedia Computer Science 51, 2883-2887, 2015
72015
Object oriented multiscale hp-adaptive Finite Element Method
P Gurgul, M Sieniek, M Paszynski
Computer Methods in Materials Science 9 (2), 289-295, 2009
72009
Subtree Reuse in Multi‐Frontal Solvers for Regular Grids in Step‐and‐F lash Imprint Nanolithography Modeling
M Sieniek, M Paszynski
Advanced Engineering Materials 16 (2), 231-240, 2014
62014
Employing adaptive finite elements to model squeezing of a layered material in 3D
M Sieniek, P Gurgul, M Paszyński
Int. J. Mater. Mech. Manuf 1 (4), 319-323, 2013
62013
Agent-oriented image processing with the hp-adaptive projection-based interpolation operator
M Sieniek, P Gurgul, M Skotniczny, K Magiera, M Paszyński
Procedia Computer Science 4, 1844-1853, 2011
62011
Graph transformation systems for modeling three dimensional finite element method. Part II
I Ryszka, A Paszyńska, E Grabska, M Sieniek, M Paszyński
Fundamenta Informaticae 140 (2), 173-203, 2015
52015
Employing an adaptive projection-based interpolation to prepare discontinuous 3D material data for finite element analysis
D Goik, M Sieniek, M Paszyński, Ł Madej
Procedia Computer Science 18, 1535-1544, 2013
52013
Unified Modeling Language description of the object-oriented multi-scale adaptive finite element method for Step-and-Flash Imprint Lithography Simulations
M Paszyński, P Gurgul, M Sieniek, D Pardo
IOP Conference Series: Materials Science and Engineering 10 (1), 012247, 2010
52010
Agent-based parallel system for numerical computations
M Sieniek, P Gurgul, P Kołodziejczyk, M Paszyński
Procedia Computer Science 1 (1), 1971-1981, 2010
52010
Cancer Informatics in 2019: Deep Learning Takes Center Stage
JL Warner, D Patt
Yearbook of Medical Informatics 29 (01), 243-246, 2020
42020
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