| 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 | 2556 | 2020 |
| 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 | 76 | 2021 |
| 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 | 47 | 2023 |
| 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 | 45 | 2023 |
| 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 | 20 | 2022 |
| 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 | 13 | 2023 |
| 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 | 12 | 2021 |
| Quasi-linear computational cost adaptive solvers for three dimensional modeling of heating of a human head induced by cell phone R Schaefer, M £o¶, M Sieniek, L Demkowicz, M Paszyński Journal of Computational Science 11, 163-174, 2015 | 11 | 2015 |
| 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 | 10 | 2013 |
| Two-dimensional hp-adaptive algorithm for continuous approximations of material data using space projection P Gurgul, M Sieniek, M Paszyński, £ Madej, N Collier Computer Science 14, 2013 | 10 | 2013 |
| 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 | 7 | 2015 |
| Object oriented multiscale hp-adaptive Finite Element Method P Gurgul, M Sieniek, M Paszynski Computer Methods in Materials Science 9 (2), 289-295, 2009 | 7 | 2009 |
| 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 | 6 | 2015 |
| 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 | 6 | 2014 |
| 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 | 6 | 2013 |
| 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 | 6 | 2011 |
| Cancer Informatics in 2019: Deep Learning Takes Center Stage JL Warner, D Patt Yearbook of Medical Informatics 29 (01), 243-246, 2020 | 5 | 2020 |
| Employing an adaptive projection-based interpolation to prepare discontinuous 3D material data for finite element analysis D Goik, M Sieniek, M Paszyński, £ Madej Procedia Computer Science 18, 1535-1544, 2013 | 5 | 2013 |
| 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 | 5 | 2010 |
| Agent-based parallel system for numerical computations M Sieniek, P Gurgul, P Ko³odziejczyk, M Paszyński Procedia Computer Science 1 (1), 1971-1981, 2010 | 5 | 2010 |
Maciej PaszynskiFaculty of Computer Science, AGH University, KrakowVerified email at agh.edu.pl
