M
Marcin Sieniek
Researcher at AGH University of Science and Technology
Publications - 27
Citations - 1506
Marcin Sieniek is an academic researcher from AGH University of Science and Technology. The author has contributed to research in topics: Finite element method & Interpolation. The author has an hindex of 6, co-authored 23 publications receiving 794 citations. Previous affiliations of Marcin Sieniek include Baker Hughes & Google.
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Journal ArticleDOI
International evaluation of an AI system for breast cancer screening.
Scott Mayer McKinney,Marcin Sieniek,Varun Godbole,Jonathan Godwin,Natasha Antropova,Hutan Ashrafian,Trevor Back,Mary Chesus,Greg C. Corrado,Ara Darzi,Mozziyar Etemadi,Florencia Garcia-Vicente,Fiona J. Gilbert,Mark D. Halling-Brown,Demis Hassabis,Sunny Jansen,Alan Karthikesalingam,Christopher Kelly,Dominic King,Joseph R. Ledsam,David S. Melnick,Hormuz Mostofi,Lily Peng,Joshua J. Reicher,Bernardino Romera-Paredes,Richard Sidebottom,Mustafa Suleyman,Daniel Tse,Kenneth C. Young,Jeffrey De Fauw,Shravya Shetty +30 more
TL;DR: A robust assessment of the AI system paves the way for clinical trials to improve the accuracy and efficiency of breast cancer screening and using a combination of AI and human inputs could help to improve screening efficiency.
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Application of multi-agent paradigm to hp-adaptive projection-based interpolation operator
TL;DR: An agent-based architecture suitable for localized implementation of the PBI operator is proposed and it is shown how to apply it to an exemplary problem of austenite–ferrite phase transformation.
Journal ArticleDOI
Addendum: International evaluation of an AI system for breast cancer screening.
Scott Mayer McKinney,Marcin Sieniek,Varun Godbole,Jonathan Godwin,Natasha Antropova,Hutan Ashrafian,Trevor Back,Mary Chesus,Greg S. Corrado,Ara Darzi,Mozziyar Etemadi,Florencia Garcia-Vicente,Fiona J. Gilbert,Mark D. Halling-Brown,Demis Hassabis,Sunny Jansen,Alan Karthikesalingam,Christopher Kelly,Dominic King,Joseph R. Ledsam,David S. Melnick,Hormuz Mostofi,Lily Peng,Joshua J. Reicher,Bernardino Romera-Paredes,Richard Sidebottom,Mustafa Suleyman,Daniel Tse,Kenneth C. Young,Jeffrey De Fauw,Shravya Shetty +30 more
Journal ArticleDOI
Two-dimensional HP-adaptive Algorithm for Continuous Approximations of Material Data Using Space Projection
TL;DR: This paper utilizes the concept of the L 2 and H 1 projections to adaptively generate a continuous approximation of an input material data in the finite element (FE) base, which can be used as material data for FE solvers.
Journal ArticleDOI
Fully Automatic 2D hp-adaptive Finite Element Method for Non-stationary Heat Transfer☆
Paweł J. Matuszyk,Paweł J. Matuszyk,Marcin Sieniek,Marcin Sieniek,Maciej Paszyński,Maciej Paszyński +5 more
TL;DR: The code utilizes the α -scheme for time discretization and fully automatic hp adaptive finite element method discretized for numerical solution of each time step for non-stationary two dimensional problems.