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Deep learning can automate chicken tibia-breaking strength quantification to improve animal welfare.

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Title: Deep learning can automate chicken tibia-breaking strength quantification to improve animal welfare.
Authors: Debnath T; The Roslin Institute, University of Edinburgh, Easter Bush, Midlothian EH25 9RG, UK. Electronic address: T.Debnath@sms.ed.ac.uk., Wilson P; The Roslin Institute, University of Edinburgh, Easter Bush, Midlothian EH25 9RG, UK. Electronic address: peter.wilson@roslin.ed.ac.uk., Pong-Wong R; The Roslin Institute, University of Edinburgh, Easter Bush, Midlothian EH25 9RG, UK. Electronic address: ricardo.pong-wong@roslin.ed.ac.uk., Plenderleith L; The Roslin Institute, University of Edinburgh, Easter Bush, Midlothian EH25 9RG, UK. Electronic address: Lindsey.Plenderleith@ed.ac.uk., Andersson B; Lohmann Breeders GmbH, 27472 Cuxhaven, Germany. Electronic address: B.Andersson@lohmann-breeders.com., Schmutz M; Lohmann Breeders GmbH, 27472 Cuxhaven, Germany. Electronic address: M.Schmutz@lohmann-breeders.com., Dunn I; The Roslin Institute, University of Edinburgh, Easter Bush, Midlothian EH25 9RG, UK. Electronic address: ian.dunn@roslin.ed.ac.uk., Prendergast JGD; The Roslin Institute, University of Edinburgh, Easter Bush, Midlothian EH25 9RG, UK. Electronic address: James.Prendergast@ed.ac.uk.
Source: Poultry science [Poult Sci] 2026 Apr; Vol. 105 (4), pp. 106549. Date of Electronic Publication: 2026 Jan 30.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Country of Publication: England NLM ID: 0401150 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1525-3171 (Electronic) Linking ISSN: 00325791 NLM ISO Abbreviation: Poult Sci Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Debnath+T%22">Debnath T</searchLink>; The Roslin Institute, University of Edinburgh, Easter Bush, Midlothian EH25 9RG, UK. Electronic address: T.Debnath@sms.ed.ac.uk.<br /><searchLink fieldCode="AU" term="%22Wilson+P%22">Wilson P</searchLink>; The Roslin Institute, University of Edinburgh, Easter Bush, Midlothian EH25 9RG, UK. Electronic address: peter.wilson@roslin.ed.ac.uk.<br /><searchLink fieldCode="AU" term="%22Pong-Wong+R%22">Pong-Wong R</searchLink>; The Roslin Institute, University of Edinburgh, Easter Bush, Midlothian EH25 9RG, UK. Electronic address: ricardo.pong-wong@roslin.ed.ac.uk.<br /><searchLink fieldCode="AU" term="%22Plenderleith+L%22">Plenderleith L</searchLink>; The Roslin Institute, University of Edinburgh, Easter Bush, Midlothian EH25 9RG, UK. Electronic address: Lindsey.Plenderleith@ed.ac.uk.<br /><searchLink fieldCode="AU" term="%22Andersson+B%22">Andersson B</searchLink>; Lohmann Breeders GmbH, 27472 Cuxhaven, Germany. Electronic address: B.Andersson@lohmann-breeders.com.<br /><searchLink fieldCode="AU" term="%22Schmutz+M%22">Schmutz M</searchLink>; Lohmann Breeders GmbH, 27472 Cuxhaven, Germany. Electronic address: M.Schmutz@lohmann-breeders.com.<br /><searchLink fieldCode="AU" term="%22Dunn+I%22">Dunn I</searchLink>; The Roslin Institute, University of Edinburgh, Easter Bush, Midlothian EH25 9RG, UK. Electronic address: ian.dunn@roslin.ed.ac.uk.<br /><searchLink fieldCode="AU" term="%22Prendergast+JGD%22">Prendergast JGD</searchLink>; The Roslin Institute, University of Edinburgh, Easter Bush, Midlothian EH25 9RG, UK. Electronic address: James.Prendergast@ed.ac.uk.
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  Data: <searchLink fieldCode="JN" term="%220401150%22">Poultry science</searchLink> [Poult Sci] 2026 Apr; Vol. 105 (4), pp. 106549. <i>Date of Electronic Publication: </i>2026 Jan 30.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Elsevier%22">Elsevier </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>0401150 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1525-3171 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2200325791%22">00325791 </searchLink><i>NLM ISO Abbreviation: </i>Poult Sci <i>Subsets: </i>MEDLINE
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        Value: 10.1016/j.psj.2026.106549
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      – TitleFull: Deep learning can automate chicken tibia-breaking strength quantification to improve animal welfare.
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              Text: 2026 Apr
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