Learning from Partially Overlapping Labels: Image Segmentation under Annotation Shift

Autor: Filbrandt, Gregory, Kamnitsas, Konstantinos, Bernstein, David, Taylor, Alexandra, Glocker, Ben

Scarcity of high quality annotated images remains a limiting factor for training accurate image segmentation models. While more and more annotated datasets become publicly available, the number of samples in each individual database is often small. C

Externí odkaz: http://arxiv.org/abs/2107.05938

Computation Of Microbial Ecosystems in Time and Space (COMETS): An open source collaborative platform for modeling ecosystems metabolism

Autor: Dukovski, Ilija, Bajić, Djordje, Chacón, Jeremy M, Quintin, Michael, Vila, Jean CC, Sulheim, Snorre, Pacheco, Alan R, Bernstein, David B, Rieh, William J, Korolev, Kirill S, Sanchez, Alvaro, Harcombe, William R, Segrè, Daniel

Publikováno v: Dukovski, I., Baji\'c, D., Chac\'on, J.M. et al. A metabolic modeling platform for the computation of microbial ecosystems in time and space (COMETS). Nat Protoc (2021)

Genome-scale stoichiometric modeling of metabolism has become a standard systems biology tool for modeling cellular physiology and growth. Extensions of this approach are also emerging as a valuable avenue for predicting, understanding and designing

Externí odkaz: http://arxiv.org/abs/2009.01734

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Effects of Coulomb Coupling on Stopping Power and a Link to Macroscopic Transport

Autor: Bernstein, David J., Baalrud, Scott D., Daligault, Jerome

Molecular dynamics simulations are used to assess the influence of Coulomb coupling on the energy evolution of charged projectiles in the classical one-component plasma. The average projectile kinetic energy is found to decrease linearly with time wh

Externí odkaz: http://arxiv.org/abs/1904.04331

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