Search Results - "Passafaro, Tiago L"

Deep Learning image segmentation for extraction of fish body measurements and prediction of body weight and carcass traits in Nile tilapia by Fernandes, Arthur F.A., Turra, Eduardo M., de Alvarenga, Érika R., Passafaro, Tiago L., Lopes, Fernando B., Alves, Gabriel F.O., Singh, Vikas, Rosa, Guilherme J.M.

“…•Deep Learning application for automatic biometry of Nile tilapia from digital images.•Use of semantic segmentation on images of fish under natural light…”
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Would large dataset sample size unveil the potential of deep neural networks for improved genome-enabled prediction of complex traits? The case for body weight in broilers by Passafaro, Tiago L, Lopes, Fernando B, Dórea, João R R, Craven, Mark, Breen, Vivian, Hawken, Rachel J, Rosa, Guilherme J M

“…Deep neural networks (DNN) are a particular case of artificial neural networks (ANN) composed by multiple hidden layers, and have recently gained attention in…”
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New approach to sustained cow fertility trait by Yazar Gunes, Hilal, González-Murray, Roderick A, Sánchez-Castro, Miguel A, L. Passafaro, Tiago, L. Bernal-Rubio, Yeni, J. Andersen, Kent, Speidel, Scott E, Thomas, Milton G, Enns, R Mark

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Network analysis of swine movements in a multi-site pig production system in Iowa, USA by Passafaro, Tiago L., Fernandes, Arthur F.A., Valente, Bruno D., Williams, Noel H., Rosa, Guilherme J.M.

“…Pig production in the United States is based on multi-site systems in which pigs are transported between farms after the conclusion of each particular…”
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The effect of life history events on carcass merit and price of cull dairy cows by Moreira, Ligia C, Passafaro, Tiago L, Schaefer, Daniel M, Rosa, Guilherme J M

“…Abstract Cull dairy cows contribute almost 10% of national beef production in the United States. However, different factors throughout the life of dairy cows…”
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Improving genomic prediction accuracy for meat tenderness in Nellore cattle using artificial neural networks by Brito Lopes, Fernando, Magnabosco, Cláudio U., Passafaro, Tiago L., Brunes, Ludmilla C., Costa, Marcos F. O., Eifert, Eduardo C., Narciso, Marcelo G., Rosa, Guilherme J. M., Lobo, Raysildo B., Baldi, Fernando

“…The goal of this study was to compare the predictive performance of artificial neural networks (ANNs) with Bayesian ridge regression, Bayesian Lasso, Bayes A,…”
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49 Leveraging Big Data Analytics to Improve Disease Surveillance and Welfare in Pig Production by Rosa, Guilherme J M, Passafaro, Tiago L

“…Abstract Large amounts of data are routinely collected in pig production, including operational farm data and, more recently, data from digital tools such as…”
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133 Genetic Parameter Estimation for Dry Matter Required in Angus Cattle by Sánchez-Castro, Miguel A, Passafaro, Tiago L, Bernal-Rubio, Yeni L, Andersen, Kent J, Donald Nkrumah, J, Jorgensen, Nicholas

“…Abstract Dry matter intake (DMI) is critical to determine feed efficiency in cattle. However, this trait is expensive and difficult to measure on an individual…”
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227 Leveraging on high-throughput phenotyping technologies to optimize livestock genetic improvement and husbandry by Rosa, Guilherme J M, Dorea, João R R, Fernandes, Arthur Francisco Araujo, Passafaro, Tiago L

“…The advent of fully automated data recording technologies and high-throughput phenotyping (HTP) systems has opened up a myriad of opportunities to advance…”
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PSXI-41 Investigating the relationship between life history factors, live animal auction price, and carcass quality of cull dairy cows by Moreira, Ligia da Cunha, Passafaro, Tiago L, Rosa, Guilherme J M

“…High production efficiency is crucial for the competitiveness and sustainability of the dairy industry. To maintain high production, maximize profitability,…”
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Leveraging on high-throughput phenotyping technologies to optimize livestock genetic improvement and husbandry by Rosa, Guilherme J M, Dorea, João R R, Fernandes, Arthur Francisco Araujo, Passafaro, Tiago L

“…The advent of fully automated data recording technologies and high-throughput phenotyping (HTP) systems has opened up a myriad of opportunities to advance…”
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Generalized additive mixed model on the analysis of total transport losses of market-weight pigs 1 by Passafaro, Tiago L, Van de Stroet, Denise, Bello, Nora M, Williams, Noel H, Rosa, Guilherme J M

“…Transportation losses of market-weight pigs are an animal welfare concern, and result in direct economic impact for producers and abattoirs. Such losses are…”
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Generalized additive mixed model on the analysis of total transport losses of market-weight pigs1 by Passafaro, Tiago L, Van de Stroet, Denise, Bello, Nora M, Williams, Noel H, Rosa, Guilherme J M

“…Abstract Transportation losses of market-weight pigs are an animal welfare concern, and result in direct economic impact for producers and abattoirs. Such…”
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PSII-6 Deep Learning image segmentation for extraction of body measurements and prediction of body weight in Nile tilapia by Fernandes, Arthur Francisco Araujo, Alvarenga, Erika R de, Passafaro, Tiago L, lopes, Fernando B, Alves, Gabriel F O, Singh, Vikas, Turra, Eduardo M

“…Individual measurement of traits of interest is of great importance for breeding and management decisions in animal production systems. However, measurements…”
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The effect of life history events on carcass merit and price of cull dairy cows by Moreira, Ligia C, Passafaro, Tiago L, Schaefer, Daniel M, Rosa, Guilherme J M

“…Cull dairy cows contribute almost 10% of national beef production in the United States. However, different factors throughout the life of dairy cows affect…”
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The effect of life history events on carcass merit and price of cull dairy cows by Moreira, Ligia C, Passafaro, Tiago L, Schaefer, Daniel M, Rosa, Guilherme J M

“…Cull dairy cows contribute almost 10% of national beef production in the United States. However, different factors throughout the life of dairy cows affect…”
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Unraveling the effect of body structure score on phenotypic plasticity for body weight at different ages in Guzerat cattle by Mota, Lucio F.M., Costa, Leonardo S., Garzón, Natalia A.M., Passafaro, Tiago L., Silva, Diogo O., Abreu, Luiza R.A., Verardo, Lucas L., Bonafé, Cristina M., Ventura, Henrique T.

“…•Combining bodyweight and body structure as an environmental gradient leads to sensitive to changes.•Breeding value for body weight varying according to the…”
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Farm-Level Data Analytics to Aid Decision-Making in Pig Production Management by Passafaro, Tiago L

“…A management information system (MIS) is a tool typically used to record, assess and monitor the efficiency of commercial pig production operations. Throughout…”
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