Improving Whole Slide Segmentation Through Visual Context - A Systematic Study

While challenging, the dense segmentation of histology images is a necessary first step to assess changes in tissue architecture and cellular morphology. Although specific convolutional neural network architectures have been applied with great success to the problem, few effectively incorporate visual context information from multiple scales. With this paper, we present a systematic comparison of different architectures to assess how including multi-scale information affects segmentation performance. A publicly available breast cancer and a locally collected prostate cancer datasets are being utilised for this study. The results support our hypothesis that visual context and scale play a crucial role in histology image classification problems

Análise do custo de produção e rentabilidade da mangueira explorada na região do Submédio São Francisco.

bitstream/CPATSA/33066/1/COT123.pd

Two Kerr black holes with axisymmetric spins: An improved Newtonian model for the head-on collision and gravitational radiation

We present a semi-analytical approach to the interaction of two (originally) Kerr black holes through a head-on collision process. An expression for the rate of emission of gravitational radiation is derived from an exact solution to the Einstein's field equations. The total amount of gravitational radiation emitted in the process is calculated and compared to current numerical investigations. We find that the spin-spin interaction increases the emission of gravitational wave energy up to 0.2% of the total rest mass. We discuss also the possibility of spin-exchange between the holes.Comment: 8 pages, RevTeX, 2 figures, psbox macro include

Development of weft-knitted and braided polypropylene stents for arterial implant

Textile biomedical materials have been used for various applications contributing considerably in improving quality of life. The current study aims at improving polypropylene fibre stents which may replace metallic ones. In order to produce the stents, weft-knitting and braiding technologies were used. In the braiding technique, by varying the takeup ratio (using gears with the appropriate number of teeth in the braiding machine), it was possible to manufacture regular braids with angles of 65 ° , 70 ° and 75 ° in order to obtain different covers. In the knitting technique, a circular machine was used and the tightness of the structure was adjusted by varying the loop length and thus the fabric loop density, resulting in variations of the sample diameter. The knitting machine had negative feed, and so loop length variations were achieved by varying the yarn input tension, the stitch cam settings and the fabric take-down tension. The samples were heat set. Yarns were contracted by setting at 130 ° C and 140 ° C, and this led to increasing the loop density and the flexural rigidity of the samples. A high cover of the samples resulted in a greater stiffness of the structures. The stents were evaluated by undertaking the tests required for arterial support: rigidity to radial compression, resistance to tensile forces and bending rigidity. The best results were obtained with braided structures. Future work may concentrate in improving the stent design and using new biocompatible fibres.The authors wish to thank the European Commission for awarding research funds under the EU Asia-link programme and the University of Minho (Portugal) and Donghua University (People's Republic of China) for providing research facilities

Comportamento de cultivares de algodoeiro herbáceo em diferentes lâminas de irrigação.

Dissertação (Mestrado em Engenharia Agrícola) - Universidade Federal de Campina Grande, Centro de Tecnologia e Recursos Naturais, Campina Grande, PB. Orientador: João Henrique Zonta - Embrapa Algodão

Nonequilibrium Zaklan model on Apollonian Networks

The Zaklan model had been proposed and studied recently using the equilibrium Ising model on Square Lattices (SL) by Zaklan et al (2008), near the critica temperature of the Ising model presenting a well-defined phase transition; but on normal and modified Apollonian networks (ANs), Andrade et al. (2005, 2009) studied the equilibrium Ising model. They showed the equilibrium Ising model not to present on ANs a phase transition of the type for the 2D Ising model. Here, using agent-based Monte-Carlo simulations, we study the Zaklan model with the well-known majority-vote model (MVM) with noise and apply it to tax evasion on ANs, to show that differently from the Ising model the MVM on ANs presents a well defined phase transition. To control the tax evasion in the economics model proposed by Zaklan et al, MVM is applied in the neighborhood of the critical noise $q_{c}$ to the Zaklan model. Here we show that the Zaklan model is robust because this can be studied besides using equilibrium dynamics of Ising model also through the nonequilibrium MVM and on various topologies giving the same behavior regardless of dynamic or topology used here.Comment: 11 pages, 6 figures. arXiv admin note: substantial text overlap with arXiv:1204.0386 and arXiv:0910.196

Contribuição dos efeitos de genearcas e de famílias sobre a probabilidade de permanência em rebanhos da raça Nelore.

Foram preditas diferenças esperadas na progênie para probabilidade de permanência no rebanho (stayability) de 4180 touros com filhas na base de dados do Programa de Melhoramento Genético da Raça Nelore, utilizando-se modelo de limiar unicaráter de touro-avô materno, sob metodologia bayesiana. Os touros foram classificados em ordem decrescente e aqueles com diferenças esperadas na progênie acima de 57,6%, considerados como TOP1%, foram analisados quanto à genealogia visando avaliar a existência de efeito de família, bem como a contribuição dos genearcas e ancestrais da raça Nelore para a característica considerada. Os principais fundadores, que juntos somaram 18,8% dos genes presentes nos touros TOP1%, foram Karvadi IMP (com 8,2% dos genes, essencialmente via seu filho Chummak), Godhavari IMP (com 6% de contribuição, via Kurupathy e Neófito), Rastã IMP e Falo da BV (2,5 e 2,1%, respectivamente, via materna, pois não apresentaram parentesco com touros ancestrais). O touro Rolex, da variedade mocha, esteve presente em 12 linhas (maternas ou paternas), via seu neto Cardeal. Dos sete ancestrais da raça Nelore com maiores contribuições genéticas (que somaram 15,3% dos genes), cinco foram da variedade mocha. Somente 28 animais aportaram 50% da variabilidade genética, evidenciando o baixo número de animais utilizados como reprodutores na raça Nelore

Temperature oscillations of magnetization observed in nanofluid ferromagnetic graphite

We report on unusual magnetic properties observed in the nanofluid room-temperature ferromagnetic graphite (with an average particle size of l=10nm). More precisely, the measured magnetization exhibits a low-temperature anomaly (attributed to manifestation of finite size effects below the quantum temperature) as well as pronounced temperature oscillations above T=50K (attributed to manifestation of the hard-sphere type pair correlations between ferromagnetic particles in the nanofluid)