Cargando…

Machine learning based personalized promotion strategy of piglets weaned per sow per year in large-scale pig farms

BACKGROUND: The purpose of this study was to analyze the relationship between different productive factors and piglets weaned per sow per year (PSY) in 291 large-scale pig farms and analyze the impact of the changes in different factors on PSY. We chose nine different algorithm models based on machi...

Descripción completa

Detalles Bibliográficos
Autores principales:	Zhou, Xingdong, Guan, Ran, Cai, Hongbo, Wang, Pei, Yang, Yongchun, Wang, Xiaodu, Li, Xiaowen, Song, Houhui
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2022
Materias:	Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9364547/ https://www.ncbi.nlm.nih.gov/pubmed/35948988 http://dx.doi.org/10.1186/s40813-022-00280-z

Ejemplares similares

Weaned piglets: another factor to be considered for the control of Salmonella infection in breeding pig farms
por: Casanova-Higes, Alejandro, et al.
Publicado: (2019)

Combined Effect of Sow Parity and Terminal Boar on Losses of Piglets and Pre-Weaning Growth Intensity of Piglets
por: Nevrkla, Pavel, et al.
Publicado: (2021)

Reducing Weaning Stress in Piglets by Pre-Weaning Socialization and Gradual Separation from the Sow: A Review
por: Van Kerschaver, Céline, et al.
Publicado: (2023)

Feed intake of the sow and playful creep feeding of piglets influence piglet behaviour and performance before and after weaning
por: Middelkoop, Anouschka, et al.
Publicado: (2019)

Structural characterization of piglet producing farms and their sow removal patterns in Finland
por: Bergman, Paula, et al.
Publicado: (2019)

Survey of quantitative antimicrobial consumption per production stage in farrow-to-finish pig farms in Spain
por: Moreno, Miguel A.
Publicado: (2014)

Antioxidant potential of Pediococcus pentosaceus strains from the sow milk bacterial collection in weaned piglets
por: Wang, Leli, et al.
Publicado: (2022)

Safety and efficacy of OptiPhos(®) PLUS for suckling and weaned piglets, pigs for fattening, sows, other minor pig species for fattening and other minor reproductive pig species
por: Bampidis, Vasileios, et al.
Publicado: (2020)

Effect of single nucleotide polymorphism on the total number of piglets born per parity of three different pig breeds
por: Do, Kyoung-Tag, et al.
Publicado: (2018)

Safety and efficacy of ZM16 10 (Bacillus amyloliquefaciens DSM 25840) as a feed additive for sows in order to have benefits in piglets, sows for reproduction, piglets (suckling and weaned), pigs for fattening and minor porcine species
por: Bampidis, Vasileios, et al.
Publicado: (2019)

Safety and efficacy of EB15 10 (Bacillus subtilis DSM 25841) as a feed additive for piglets (suckling and weaned), pigs for fattening, sows in order to have benefits in piglets, sows for reproduction and minor porcine species
por: Bampidis, Vasileios, et al.
Publicado: (2019)

Auditory brainstem responses in weaning pigs and three ages of sows
por: Anderson, Nichole Chapel, et al.
Publicado: (2019)

Longitudinal piglet sampling in commercial sow farms highlights the challenge of PRRSV detection
por: de Almeida, Marcelo Nunes, et al.
Publicado: (2021)

Bleeding skin lesions in gestating sows of a piglet producing farm in Austria
por: Schwarz, Lukas, et al.
Publicado: (2023)

Antimicrobial use in lactating sows, piglets, nursery, and grower-finisher pigs on swine farms in Ontario, Canada during 2017 and 2018
por: Bosman, Angelina L., et al.
Publicado: (2022)

Welfare and Performance of Post-Weaning Sows and Piglets Previously Housed in Farrowing Pens with Temporary Crating on a Spanish Commercial Farm: A Pilot Study
por: Ko, Heng-Lun, et al.
Publicado: (2022)

Risk factors for post-weaning diarrhoea on piglet producing farms in Finland
por: Laine, Taina M, et al.
Publicado: (2008)

Modelling of Animal Activity, Illuminance, and Noise on a Weaned Piglet Farm
por: Fernández, Maria D., et al.
Publicado: (2023)

Effects of magnesium on the performance of sows and their piglets
por: Zang, Jianjun, et al.
Publicado: (2014)

Evaluation of internal farm biosecurity measures combined with sow vaccination to prevent influenza A virus infection in groups of due-to-wean pigs
por: Lopez-Moreno, Gustavo, et al.
Publicado: (2022)

Different Effect of Vitamin E or Hydroxytyrosol Supplementation to Sow’s Diet on Oxidative Status and Performances of Weaned Piglets
por: Gómez, Gerardo, et al.
Publicado: (2023)

Postpartum dysgalactia syndrome in sows: effects on behavior of sows and piglets
por: Kaiser, Marianne, et al.
Publicado: (2022)

A 10-year trend in piglet pre-weaning mortality in breeding herds associated with sow herd size and number of piglets born alive
por: Koketsu, Yuzo, et al.
Publicado: (2021)

Use of paracetamol in sows around farrowing: effect on health and condition of the sow, piglet mortality, piglet weight and piglet weight gain
por: Kuller, Wikke, et al.
Publicado: (2021)

Evolution and Neural Network Prediction of CO(2) Emissions in Weaned Piglet Farms
por: Rodriguez, Manuel R., et al.
Publicado: (2022)

Risk factors associated with post-weaning diarrhoea in Austrian piglet-producing farms
por: René, Renzhammer, et al.
Publicado: (2023)

The fecal microbiota of piglets during weaning transition and its association with piglet growth across various farm environments
por: Luise, Diana, et al.
Publicado: (2021)

Evaluation of oxidized beta-carotene on sow and piglet immune systems, sow reproductive performance, and piglet growth
por: Elefson, Sarah K, et al.
Publicado: (2023)

Responses of Growth Performance and Proinflammatory Cytokines Expression to Fish Oil Supplementation in Lactation Sows' and/or Weaned Piglets' Diets
por: Luo, Jie, et al.
Publicado: (2013)

Piglets Born from Sows Fed High Fibre Diets during Pregnancy Are Less Aggressive Prior to Weaning
por: Bernardino, Thiago, et al.
Publicado: (2016)

Effect of the addition of cactus (O. ficus-indica) to the lactating sows’ diet on piglet development at lactation and post-weaning
por: Ortiz, Ruy, et al.
Publicado: (2019)

Rigid Cooperation of Per1 and Per2 proteins
por: Tamiya, Hiroyuki, et al.
Publicado: (2016)

Decoding the intestinal microbiota repertoire of sow and weaned pigs using culturomic and metagenomic approaches
por: Mun, Daye, et al.
Publicado: (2021)

Per-Oral Endoscopic Myotomy Versus Laparoscopic Heller Myotomy for Achalasia: A Meta-Analysis of Nonrandomized Comparative Studies
por: Zhang, Yuan, et al.
Publicado: (2016)

Per Eliza
por: Sterne, Laurence, 1713-1768

PER Conference
Publicado: (2002)

Supplementing Colostrum from Multiparous Sows: Effects on Performance and Health in Piglets from Gilts in Farm Conditions
por: Miguel, Joaquin, et al.
Publicado: (2021)

Correction: Risk factors associated with post-weaning diarrhoea in Austrian piglet-producing farms
por: Renzhammer, René, et al.
Publicado: (2023)

Characterization of the fecal microbiota of sows and their offspring from German commercial pig farms
por: Lührmann, Anja, et al.
Publicado: (2021)

Editorial: Feeding and nutritional strategies for sows and piglets to improve piglets' robustness
por: Luise, Diana, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_3qqkjf06gofgjl06e7f30pioju