9 citations
2 papers
q-bio.QM2022★ 9 cited
sMolBoxes: Dataflow Model for Molecular Dynamics Exploration
Pavol Ulbrich, Manuela Waldner, Katarína Furmanová +4
We present sMolBoxes, a dataflow representation for the exploration and analysis of long molecular dynamics (MD) simulations. When MD simulations reach millions of snapshots, a fra…
cs.CV2020
Planar 3D Transfer Learning for End to End Unimodal MRI Unbalanced Data Segmentation
Martin Kolarik, Radim Burget, Carlos M. Travieso-Gonzalez +1
We present a novel approach of 2D to 3D transfer learning based on mapping pre-trained 2D convolutional neural network weights into planar 3D kernels. The method is validated by th…