Discipline: Veterinary

Comparing the performance of deep learning video-based models and trained veterinarians in cattle pain assessment

Feighelstein M, Tomacheuski RM, Elias G, Shashoua N, van der Linden D, Luna SPL, Zamansky A

Published in 2026

A study showing that artificial intelligence models can recognize pain in cattle with an accuracy comparable to that of experienced veterinarians based on video analysis.

Document Types: Scientific paper

Animal categories: Bovines

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Comparative Effectiveness of Culling and Birth Control in Free-Roaming Animal Management: A Systematic Review

Anastassiya Perfilyeva, Olzhas Zhorayev, Kira Bespalova, Yuliya Perfilyeva

Published in 2026

A systematic review of the scientific literature on the management of stray animals, showing that euthanasia has limited and context-dependent effectiveness, whereas birth control, as part of integrated strategies, yields more consistent and sustainable results across all areas.

Document Types: Scientific review

Animal categories: Canines, Felines

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Assessing good physical health and resilience as a foundation for positive welfare in chickens

Lisa Jung, Ruth C. Newberry, Yukari Togami, Manja Zupan Šemrov

Published in 2026

Study proposing anatomical and physiological indicators to assess the health and resilience of chickens, with a view to developing proactive and potentially automated assessment tools to support positive animal welfare.

Document Types: Scientific review

Animal categories: Poultry

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Rethinking Poultry Welfare—Integrating Behavioral Science and Digital Innovations to Improve Animal Well-Being

Suresh Neethirajan

Published in 2026

Review article describing the welfare challenges associated with the intensification of poultry farming and the innovative solutions (behavioral, sensor-based, AI) that have been developed to address them, while emphasizing the need to validate and standardize such novel tools and to develop a sustainable interdisciplinary production pathway. 

Document Types: Scientific review

Animal categories: Poultry

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Consensus Report from the Havemeyer Working Group Meetings on Equine Pain Assessment

Hopster, K., Spadavecchia, C., Lindegaard, C., Dalla Costa, E., de Grauw, J., Gudden, D., Andersen, P.H., McDonnell, S., van Dierendonck, M., and van Loon, T.

Published in 2026

Report highlighting the complexity of pain assessment for horses and the lack of a single suitable tool. The authors recommend that use of the Equine Pain Scale should be standardized and that training and clinical integration should be carried out to improve welfare.

Document Types: Opinions

Animal categories: Equines

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The use of Diathermic Syncope® for stunning cattle – EFSA Opinion

EFSA Panel on Animal Health and Welfare (AHAW), Søren Saxmose Nielsen, Julio Alvarez, Anette Boklund, Sabine Dippel, Fernanda Dorea, Jordi Figuerola, Mette S. Herskin, Miguel Angel Miranda Chueca, Eleonora Nannoni, Romolo Nonno, Anja B. Riber, Karl Stahl, Jan Arend Stegeman, Hans-Hermann Thulke, Frank Tuyttens, Virginie Michel, Christoph Winckler, Mohan Raj, Antonio Velarde, Alexei Vyssotski, Yves Van der Stede, Aikaterini Manakidou

Published in 2026

New EFSA opinion concluding that the Diathermic Syncope® (DTS) method for stunning cattle does not guarantee a level of welfare equivalent to that of methods that are currently permitted.

Document Types: Opinions

Animal categories: Bovines

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Riding with care: A review of factors that influence the welfare of the ridden horse and a case for the application of the precautionary principle in equestrian pursuits

Caleigh Copelin, Katrina Merkies

Published in 2026

Review showing that the welfare of ridden horses is dependent on many factors relating to the equipment used, the rider, and a horse's health, and that respect for these factors is essential in maintaining the social acceptability that allows equestrian sports to continue. 

Document types: Scientific documents

Animal categories: Equines

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Meat Industry Recommended Animal Handling Guidelines: A Systematic Approach to Animal Welfare at Transport and Slaughter

Meat Institute Animal Welfare Committee and Temple Grandin

Published in 2026

Good practice guide on the transport, handling and stunning of animals in the meat industry 

Document types:good practice guides

Animal categories:Cattle, Sheep, Pigs

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Animal Welfare Audit

Meat Institute Animal Welfare Committee and Temple Grandin

Published in 2026

Audit tool for the objective assessment of animal welfare in the meat industry during transport, holding, and slaughter

Document types:good practice guides

Animal categories:Cattle, Sheep, Pigs

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Perch-based enrichment and broiler growth, welfare and behaviour

B. F. Sevinç B. Yılmaz Dikmen

Published in 2026

Study showing that perch-based enrichment does not affect growth or most welfare windicators in broiler chickens, but that it reduces hock burn and slightly improves locomotion.

Document types: Scientific documents

Animal categories: Poultry

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