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For: Denholm SJ, Brand W, Mitchell AP, Wells AT, Krzyzelewski T, Smith SL, Wall E, Coffey MP. Predicting bovine tuberculosis status of dairy cows from mid-infrared spectral data of milk using deep learning. J Dairy Sci 2020;103:9355-9367. [PMID: 32828515 DOI: 10.3168/jds.2020-18328] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2020] [Accepted: 06/09/2020] [Indexed: 11/19/2022]
Number Cited by Other Article(s)
1
Palma O, Plà-Aragonés LM, Mac Cawley A, Albornoz VM. AI and Data Analytics in the Dairy Farms: A Scoping Review. Animals (Basel) 2025;15:1291. [PMID: 40362104 PMCID: PMC12071016 DOI: 10.3390/ani15091291] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2025] [Revised: 04/22/2025] [Accepted: 04/27/2025] [Indexed: 05/15/2025]  Open
2
Betancor-Sánchez M, González-Cabrera M, Morales-delaNuez A, Hernández-Castellano LE, Argüello A, Castro N. Enhancing Immunoglobulin G Goat Colostrum Determination Using Color-Based Techniques and Data Science. Animals (Basel) 2024;15:31. [PMID: 39794974 PMCID: PMC11718902 DOI: 10.3390/ani15010031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2024] [Revised: 12/04/2024] [Accepted: 12/24/2024] [Indexed: 01/13/2025]  Open
3
Winters M, Coffey M, Mrode R. European Dairy Cattle Evaluations and International Use of Genomic Data. Vet Clin North Am Food Anim Pract 2024;40:423-434. [PMID: 38997844 DOI: 10.1016/j.cvfa.2024.05.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/14/2024]  Open
4
Bergman N, Yitzhaky Y, Halachmi I. Biometric identification of dairy cows via real-time facial recognition. Animal 2024;18:101079. [PMID: 38377806 DOI: 10.1016/j.animal.2024.101079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Revised: 01/02/2024] [Accepted: 01/11/2024] [Indexed: 02/22/2024]  Open
5
Du C, Ren X, Chu C, Ding L, Nan L, Sabek A, Hua G, Yan L, Zhang Z, Zhang S. Assessing the relationship between somatic cell count and the milk mid-infrared spectrum in Chinese Holstein cows. Vet Rec 2023;193:e3560. [PMID: 37899290 DOI: 10.1002/vetr.3560] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Revised: 08/30/2023] [Accepted: 09/19/2023] [Indexed: 10/31/2023]
6
Behren LE, König S, May K. Genomic Selection for Dairy Cattle Behaviour Considering Novel Traits in a Changing Technical Production Environment. Genes (Basel) 2023;14:1933. [PMID: 37895282 PMCID: PMC10606080 DOI: 10.3390/genes14101933] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Revised: 10/05/2023] [Accepted: 10/06/2023] [Indexed: 10/29/2023]  Open
7
Banos G. Selective breeding can contribute to bovine tuberculosis control and eradication. Ir Vet J 2023;76:19. [PMID: 37620894 PMCID: PMC10464393 DOI: 10.1186/s13620-023-00250-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Accepted: 07/25/2023] [Indexed: 08/26/2023]  Open
8
Frizzarin M, Gormley IC, Berry DP, McParland S. Estimation of body condition score change in dairy cows in a seasonal calving pasture-based system using routinely available milk mid-infrared spectra and machine learning techniques. J Dairy Sci 2023;106:4232-4244. [PMID: 37105880 DOI: 10.3168/jds.2022-22394] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Accepted: 12/22/2022] [Indexed: 04/29/2023]
9
Walleser E, Reyes JFM, Anklam K, Pralle RS, White HM, Unger S, Panne N, Kammer M, Plattner S, Döpfer D. Novel prediction models for hyperketonemia using bovine milk Fourier-transform infrared spectroscopy. Prev Vet Med 2023;213:105860. [PMID: 36724618 PMCID: PMC10038899 DOI: 10.1016/j.prevetmed.2023.105860] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Revised: 08/25/2022] [Accepted: 01/23/2023] [Indexed: 01/26/2023]
10
Silva FG, Conceição C, Pereira AMF, Cerqueira JL, Silva SR. Literature Review on Technological Applications to Monitor and Evaluate Calves' Health and Welfare. Animals (Basel) 2023;13:ani13071148. [PMID: 37048404 PMCID: PMC10093142 DOI: 10.3390/ani13071148] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2022] [Revised: 03/08/2023] [Accepted: 03/16/2023] [Indexed: 04/14/2023]  Open
11
Invited Review: Examples and opportunities for artificial intelligence (AI) in dairy farms*. APPLIED ANIMAL SCIENCE 2023. [DOI: 10.15232/aas.2022-02345] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
12
Nan L, Du C, Fan Y, Liu W, Luo X, Wang H, Ding L, Zhang Y, Chu C, Li C, Ren X, Yu H, Lu S, Zhang S. Association between Days Open and Parity, Calving Season or Milk Spectral Data. Animals (Basel) 2023;13:ani13030509. [PMID: 36766398 PMCID: PMC9913365 DOI: 10.3390/ani13030509] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Revised: 01/15/2023] [Accepted: 01/18/2023] [Indexed: 02/04/2023]  Open
13
Jones HE, Wilson PB. Progress and opportunities through use of genomics in animal production. Trends Genet 2022;38:1228-1252. [PMID: 35945076 DOI: 10.1016/j.tig.2022.06.014] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Revised: 06/08/2022] [Accepted: 06/17/2022] [Indexed: 01/24/2023]
14
Ghaffari M, Monneret A, Hammon H, Post C, Müller U, Frieten D, Gerbert C, Dusel G, Koch C. Deep convolutional neural networks for the detection of diarrhea and respiratory disease in preweaning dairy calves using data from automated milk feeders. J Dairy Sci 2022;105:9882-9895. [DOI: 10.3168/jds.2021-21547] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2021] [Accepted: 08/04/2022] [Indexed: 11/17/2022]
15
Pillai N, Ramkumar M, Nanduri B. Artificial Intelligence Models for Zoonotic Pathogens: A Survey. Microorganisms 2022;10:1911. [PMID: 36296187 PMCID: PMC9607465 DOI: 10.3390/microorganisms10101911] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Revised: 09/19/2022] [Accepted: 09/22/2022] [Indexed: 11/22/2022]  Open
16
Tiezzi F, Fleming A, Malchiodi F. Use of Milk Infrared Spectral Data as Environmental Covariates in Genomic Prediction Models for Production Traits in Canadian Holstein. Animals (Basel) 2022;12:1189. [PMID: 35565615 PMCID: PMC9099576 DOI: 10.3390/ani12091189] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Revised: 05/03/2022] [Accepted: 05/04/2022] [Indexed: 12/04/2022]  Open
17
Mota LF, Giannuzzi D, Bisutti V, Pegolo S, Trevisi E, Schiavon S, Gallo L, Fineboym D, Katz G, Cecchinato A. Real-time milk analysis integrated with stacking ensemble learning as a tool for the daily prediction of cheese-making traits in Holstein cattle. J Dairy Sci 2022;105:4237-4255. [DOI: 10.3168/jds.2021-21426] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Accepted: 01/10/2022] [Indexed: 01/12/2023]
18
Effectiveness of visible - Near infrared spectroscopy coupled with simulated annealing partial least squares analysis to predict immunoglobulins G, A, and M concentration in bovine colostrum. Food Chem 2022;371:131189. [PMID: 34600367 DOI: 10.1016/j.foodchem.2021.131189] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Revised: 09/13/2021] [Accepted: 09/16/2021] [Indexed: 01/19/2023]
19
Tiplady KM, Trinh MH, Davis SR, Sherlock RG, Spelman RJ, Garrick DJ, Harris BL. Pregnancy status predicted using milk mid-infrared spectra from dairy cattle. J Dairy Sci 2022;105:3615-3632. [PMID: 35181140 DOI: 10.3168/jds.2021-21516] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Accepted: 12/27/2021] [Indexed: 11/19/2022]
20
Leveraging AI in Photonics and Beyond. PHOTONICS 2022. [DOI: 10.3390/photonics9020075] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/10/2022]
21
Shine P, Murphy MD. Over 20 Years of Machine Learning Applications on Dairy Farms: A Comprehensive Mapping Study. SENSORS (BASEL, SWITZERLAND) 2021;22:52. [PMID: 35009593 PMCID: PMC8747441 DOI: 10.3390/s22010052] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Revised: 12/17/2021] [Accepted: 12/19/2021] [Indexed: 05/06/2023]
22
Robson JF, Denholm SJ, Coffey M. Automated Processing and Phenotype Extraction of Ovine Medical Images Using a Combined Generative Adversarial Network and Computer Vision Pipeline. SENSORS 2021;21:s21217268. [PMID: 34770574 PMCID: PMC8588206 DOI: 10.3390/s21217268] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Revised: 10/07/2021] [Accepted: 10/28/2021] [Indexed: 11/17/2022]
23
Identifying Health Status in Grazing Dairy Cows from Milk Mid-Infrared Spectroscopy by Using Machine Learning Methods. Animals (Basel) 2021;11:ani11082154. [PMID: 34438612 PMCID: PMC8388516 DOI: 10.3390/ani11082154] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Revised: 07/05/2021] [Accepted: 07/07/2021] [Indexed: 12/02/2022]  Open
24
Tiplady KM, Lopdell TJ, Reynolds E, Sherlock RG, Keehan M, Johnson TJJ, Pryce JE, Davis SR, Spelman RJ, Harris BL, Garrick DJ, Littlejohn MD. Sequence-based genome-wide association study of individual milk mid-infrared wavenumbers in mixed-breed dairy cattle. Genet Sel Evol 2021;53:62. [PMID: 34284721 PMCID: PMC8290608 DOI: 10.1186/s12711-021-00648-9] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Accepted: 06/22/2021] [Indexed: 12/30/2022]  Open
25
Benos L, Tagarakis AC, Dolias G, Berruto R, Kateris D, Bochtis D. Machine Learning in Agriculture: A Comprehensive Updated Review. SENSORS (BASEL, SWITZERLAND) 2021;21:3758. [PMID: 34071553 PMCID: PMC8198852 DOI: 10.3390/s21113758] [Citation(s) in RCA: 82] [Impact Index Per Article: 20.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Revised: 05/21/2021] [Accepted: 05/24/2021] [Indexed: 01/05/2023]
26
Mota LFM, Pegolo S, Baba T, Peñagaricano F, Morota G, Bittante G, Cecchinato A. Evaluating the performance of machine learning methods and variable selection methods for predicting difficult-to-measure traits in Holstein dairy cattle using milk infrared spectral data. J Dairy Sci 2021;104:8107-8121. [PMID: 33865589 DOI: 10.3168/jds.2020-19861] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2020] [Accepted: 03/05/2021] [Indexed: 12/11/2022]
27
Sedighi T, Varga L. Evaluating the Bovine Tuberculosis Eradication Mechanism and Its Risk Factors in England's Cattle Farms. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021;18:3451. [PMID: 33810385 PMCID: PMC8036833 DOI: 10.3390/ijerph18073451] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/18/2021] [Revised: 03/14/2021] [Accepted: 03/15/2021] [Indexed: 11/29/2022]
28
Brand W, Wells AT, Smith SL, Denholm SJ, Wall E, Coffey MP. Predicting pregnancy status from mid-infrared spectroscopy in dairy cow milk using deep learning. J Dairy Sci 2021;104:4980-4990. [PMID: 33485687 DOI: 10.3168/jds.2020-18367] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Accepted: 10/01/2020] [Indexed: 01/15/2023]
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