output
20042026
most citedFederated Learning Enables Big Data for Rare Cancer Boundary Detection

390 citations

Showing 2021Show all

10 papers · 1 filter

cs.CV2021★ 10 cited

Quaternion-Valued Convolutional Neural Network Applied for Acute Lymphoblastic Leukemia Diagnosis

Marco Aurélio Granero, Cristhian Xavier Hernández, Marcos Eduardo Valle

The field of neural networks has seen significant advances in recent years with the development of deep and convolutional neural networks. Although many of the current works addres…

math.RA2021★ 6 cited

The Mesyan Conjecture: a restatement and a correction

Pedro Souza Fagundes, Thiago Castilho de Mello, Pedro Henrique da Silva dos Santos

The well-known Lvov-Kaplansky conjecture states that the image of a multilinear polynomial evaluated on matrices is a vector space. A weaker version of this conject…

cond-mat.quant-gas2021★ 44 cited

Universal dynamics of a turbulent superfluid Bose gas

A. D. García-Orozco, L. Madeira, M. A. Moreno-Armijos +6

We study the emergence of universal scaling in the time-evolving momentum distribution of a harmonically trapped three-dimensional Bose-Einstein condensate, parametrically driven t…

cond-mat.supr-con2021★ 7 cited

Enhancing the effective critical current density in a Nb superconducting thin film by cooling in an inhomogeneous magnetic field

D. A. D. Chaves, I. M. de Araújo, D. Carmo +7

Quantitative magneto-optical imaging of a type-II superconductor thin film cooled under zero, homogeneous, and inhomogeneous applied magnetic fields, indicates that the latter proc…

eess.IV2021★ 16 cited

The Federated Tumor Segmentation (FeTS) Challenge

Sarthak Pati, Ujjwal Baid, Maximilian Zenk +29

This manuscript describes the first challenge on Federated Learning, namely the Federated Tumor Segmentation (FeTS) challenge 2021. International challenges have become the standar…

cs.SE2021★ 13 cited

A holistic approach for cross-platform software development

Juliano Zanuzzio Blanco, Daniel Lucrédio

Cross-platform development solutions can help to make software available on different devices and platforms. But these are normally restricted to preconfigured platforms and consid…

astro-ph.EP2021★ 1 cited

Formation of Earth-sized planets within the Kepler-1647 System Habitable Zone

G. O. Barbosa, O. C. Winter, A. Amarante +1

The Kepler-1647 is a binary system with two Sun-type stars (approximately 1.22 and 0.97 Solar mass). It has the most massive circumbinary planet (1.52 Jupiter mass) with the longes…

cond-mat.supr-con2021★ 3 cited

Measurement of critical current flow and connectivity in systems of joined square superconducting plates

F. Colauto, D. Carmo, A. M. H. de Andrade +4

A method to measure the electrical connectivity between square superconducting plates joined by weak link interfaces is presented. It is based on observation of lines where the flo…

math.NA2021★ 1 cited

Adaptive two- and three-dimensional multiresolution computations of resistive magnetohydrodynamics

Anna Karina Fontes Gomes, Margarete Oliveira Domingues, Odim Mendes +1

Fully adaptive computations of the resistive magnetohydrodynamic (MHD) equations are presented in two and three space dimensions using a finite volume discretization on locally ref…

math.PR2021★ 3 cited

Potential well in Poincaré recurrence

Miguel Abadi, Vitor G. de Amorim, Sandro Gallo

From a physical/dynamical system perspective, the potential well represents the proportional mass of points that escape the neighbourhood of a given point. In the last 20 years, se…