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J

J.R.R. Dórea

University of Wisconsin–Madison

22H-index
142Paper Count
1.8KCitation Count
Published Papers 41
Publication Date
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Individual identification of dairy cows with occluded camera views using open-set contrastive learning model
errJournal of Dairy Science
IF4.4
err2026-06-08
err0
errOAAI
errLuara A. Freitas; João R.R. Dorea; Kent A. Weigel; Guilherme J.M. Rosa
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A survey of US Dairy farmer perception and adoption of precision dairy technologies
errJournal of Dairy Science
IF4.4
err2026-06-01
err0
errOAAI
errG. Mazon; J.R.R. Dorea; V.E. Cabrera
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errSave
Deep learning and image processing for high-throughput udder phenotyping in dairy cows
errJournal of Dairy Science
IF4.4
err2026-04-03
err0
errOAAI
errMaria E. Montes; Guilherme.L. Menezes; Douglas J. Reinemann; Laura L. Hernandez; João R.R. Dórea
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Invited review: Milking the data for value-driven dairy farming
errJournal of Dairy Science
IF4.4
err2026-02-10
err0
errOAAI
errSumit Sharma; Enhong Liu; Meike van Leerdam; Haowen Hu; Rebeca Villalobos-Barquero; Joao R.R. Dorea; Victor E. Cabrera; Michael Iwersen; Jeffrey M. Bewley; Hélène Soyeurt; Miel Hostens
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Artificial intelligence for animal identification: Development of a computer vision system for reliable dairy cattle traceability across developmental phases
errJournal of Dairy Science
IF4.4
err2026-02-10
err0
errOAAI
errA. Negreiro; R.E.P. Ferreira; T. Bresolin; G.L. Menezes; E. Casella; D. Döpfer; L.L. Hernandez; G.J.M. Rosa; J.R.R. Dórea
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Cow-level evaluation of plasma essential amino acid clusters and their association with lactating dairy cow performance and efficiency
errJournal of Dairy Science
IF4.4
err2026-02-10
err0
errOAAI
errGuilherme L. Menezes; Paulina Letelier; Joao R.R. Dorea; Michael L. Sullivan; Laurie A. Reinhardt; Geoffrey I. Zanton; Michel A. Wattiaux
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Thermo-physiological responses and hutch microclimate of outdoor hutch-housed dairy heifers with or without continuous ventilation during a continental summer
errJournal of Dairy Science
IF4.4
err2025-11-27
err0
errOAAI
errG.A. Larsen; E.M. Tabor; K.J. Reuscher; A. Hoerl; J.R.R. Dorea; J. Van Os; T. Ollivett; J. Laporta
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Effects of entropy and parity on lactation performance, feed intake, eating time, and bunk preference of dairy cows
errJournal of Dairy Science
IF4.4
err2025-10-30
err0
errOAAI
errM.R. Pupo; G.L. Menezes; J.R.R. Dórea; L.F. Ferraretto
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Impact of reducing starter feed crude protein content with different milk allowances on the performance and nitrogen balance in dairy calves
errJournal of Dairy Science
IF4.4
err2025-09-25
err0
PREAI
errAna Caroline R.T. Silva; Anna L.L. Sguizzato; Mariana M. Campos; Polyana P. Rotta; Marcos I. Marcondes; João R.R. Dorea; Guilherme L. Menezes; Jaimison V.F. Vieira; Alex L. Silva
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Leveraging unsupervised machine learning techniques for detecting outliers in the daily milk yield data of dairy cows
errJournal of Dairy Science
IF4.4
err2025-07-16
err0
errOAAI
errShogo Higaki; Eduardo Noronha de Andrade Freitas; Ariana Negreiro; João R.R. Dórea; Victor E. Cabrera
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errSave
Computer vision systems for monitoring hutch-housed dairy calves
errJournal of Dairy Science
IF4.4
err2025-05-28
err0
errOAAI
errA. Negreiro; T. Bresolin; R.E.P. Ferreira; B. Dado-Senn; J.M.C. Van Os; J. Laporta; J.R.R. Dórea
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errSave
Color-independent cattle identification using keypoint detection and Siamese neural networks in closed- and open-set scenarios
errJournal of Dairy Science
IF4.4
err2025-05-12
err0
errOAAI
errGuilherme L. Menezes; Anderson A.C. Alves; Ariana Negreiro; Rafael E.P. Ferreira; Shogo Higaki; Enrico Casella; Guilherme J.M. Rosa; Joao R.R. Dorea
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International Symposium on Ruminant Physiology: Leveraging computer vision, large language models, and multimodal machine learning for optimal decision making in dairy farming*
errJournal of Dairy Science
IF4.4
err2025-04-11
err0
errOAAI
errRafael E.P. Ferreira; João R.R. Dórea
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Artificial intelligence for livestock: a narrative review of the applications of computer vision systems and large language models for animal farming
errANIMAL FRONTIERS
IF4.2
err2025-01-04
err0
errOAAI
errMenezes, Guilherme L.; Mazon, Gustavo; Ferreira, Rafael E. P.; Cabrera, Victor E.; Dorea, Joao R. R.
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errSave
Empowering informed choices: How computer vision can assists consumers in making decisions about meat quality
errMEAT SCIENCE
IF6.1
err2025-01-01
err0
PREAI
errMenezes, Guilherme L.; Valente Junior, Dante T.; Ferreira, Rafael E. P.; Oliveira, Dario A. B.; Araujo, Julcimara A.; Duarte, Marcio; Dorea, Joao R. R.
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Multi-modal machine learning for the early detection of metabolic disorder in dairy cows using a cloud computing framework
errCOMPUTERS AND ELECTRONICS IN AGRICULTURE
IF8.9
err2024-12-01
err0
PREAI
errFerreira, Rafael E. P.; Balaguer, Maria Angels de Luis; Bresolin, Tiago; Chandra, Ranveer; Rosa, Guilherme J. M.; White, Heather M.; Dorea, Joao R. R.
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Graduate Student Literature Review: Mammary gland development in dairy cattle-Quantifying growth and development
errJOURNAL OF DAIRY SCIENCE
IF4.4
err2024-12-01
err0
errOAAI
errVang, Alysia L.; Dorea, Joao R. R.; Hernandez, Laura L.
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errSave
A polar transformation augmentation approach for enhancing mammary gland segmentation in ultrasound images
errCOMPUTERS AND ELECTRONICS IN AGRICULTURE
IF8.9
err2024-05-01
err1
PREAI
errOliveira, Dario A. B.; Bresolin, Tiago; Coelho, Sandra G.; Campos, M. M.; Lage, C. F. A.; Leao, J. M.; Pereira, Luiz G. R.; Hernandez, Laura; Dorea, Joao R. R.
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errSave
Leveraging computer vision-based pose estimation technique in dairy cows for objective mobility analysis and scoring system
errCOMPUTERS AND ELECTRONICS IN AGRICULTURE
IF8.9
err2024-02-01
err2
PREAI
errHigaki, Shogo; Matsui, Yoshitaka; Miwa, Masafumi; Yamamura, Takashi; Hojo, Takuo; Yoshioka, Koji; Vang, Alysia; Negreiro, Ariana; Dorea, Joao R. R.
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Current challenges and future of agricultural genomes to phenomes in the USA
errGENOME BIOLOGY
IF9.4
err2024-01-03
err4
errOAAI
errTuggle, Christopher K.; Clarke, Jennifer L.; Murdoch, Brenda M.; Lyons, Eric; Scott, Nicole M.; Benes, Bedrich; Campbell, Jacqueline D.; Chung, Henri; Daigle, Courtney L.; Das Choudhury, Sruti; Dekkers, Jack C. M.; Dorea, Joao R. R.; Ertl, David S.; Feldman, Max; Fragomeni, Breno O.; Fulton, Janet E.; Guadagno, Carmela R.; Hagen, Darren E.; Hess, Andrew S.; Kramer, Luke M.; Lawrence-Dill, Carolyn J.; Lipka, Alexander E.; Luebberstedt, Thomas; Mccarthy, Fiona M.; Mckay, Stephanie D.; Murray, Seth C.; Riggs, Penny K.; Rowan, Troy N.; Sheehan, Moira J.; Steibel, Juan P.; Thompson, Addie M.; Thornton, Kara J.; Van Tassell, Curtis P.; Schnable, Patrick S.
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Research Directions

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Co-authors
Cooperation Journals
P
Patrick S. Schnable
H-index: 85 · Papers: 371
J
Jack C. M. Dekkers
H-index: 76 · Papers: 745
T
Takashi Yamamura
H-index: 75 · Papers: 438
C
Curtis P. Van Tassell
H-index: 74 · Papers: 327
J
Janet E. Fulton
H-index: 73 · Papers: 488
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