output
20192022
most citedFederated Learning Enables Big Data for Rare Cancer Boundary Detection

390 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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Showing 2022Show all

3 papers · 1 filter

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.LG2022★ 390 cited

Federated Learning Enables Big Data for Rare Cancer Boundary Detection

Sarthak Pati, Ujjwal Baid, Brandon Edwards +276

Although machine learning (ML) has shown promise in numerous domains, there are concerns about generalizability to out-of-sample data. This is currently addressed by centrally shar…

cs.SD2022★ 33 cited

Assessing Progress of Parkinson s Disease Using Acoustic Analysis of Phonation

Jiri Mekyska, Zoltan Galaz, Zdenek Mzourek +9

This paper deals with a complex acoustic analysis of phonation in patients with Parkinson's disease (PD) with a special focus on estimation of disease progress that is described by…