biostudies-literatureUnknown3(2)Lustgarten JLAssociation for Veterinary InformaticsCTSA One Health Alliance<h4>Objectives</h4>This manuscript reviews the current state of veterinary medical electronic health records and the ability to aggregate and analyze large datasets from multiple organizations and clinics. We also review analytical techniques as well as research efforts into veterinary informatics with a focus on applications relevant to human and animal medicine. Our goal is to provide references and context for these resources so that researchers can identify resources of interest and translational opportunities to advance the field.<h4>Methods and results</h4>This review covers various methods of veterinary informatics including natural language processing and machine learning techniques in brief and various ongoing and future projects. After detailing techniques and sources of data, weJAMIA open306-317https://www.ebi.ac.uk/biostudies/studies/S-EPMC7382640biostudies-literatureVeterinary informatics: forging the future between veterinary medicine, human medicine, and One Health initiatives-a joint paper by the Association for Veterinary Informatics (AVI) and the CTSA One Health Alliance (COHA).PMC7382640Shipman WZehnder AWebb TLGancher ELustgarten JLfalseVeterinary informatics: forging the future between veterinary medicine, human medicine, and One Health initiatives-a joint paper by the Association for Veterinary Informatics (AVI) and the CTSA One Health Alliance (COHA).<h4>Objectives</h4>This manuscript reviews the current state of veterinary medical electronic health records and the ability to aggregate and analyze large datasets from multiple organizations and clinics. We also review analytical techniques as well as research efforts into veterinary informatics with a focus on applications relevant to human and animal medicine. Our goal is to provide references and context for these resources so that researchers can identify resources of interest and translational opportunities to advance the field.<h4>Methods and results</h4>This review covers various methods of veterinary informatics including natural language processing and machine learning techniques in brief and various ongoing and future projects. After detailing techniques and sources of data, we2020-01-01T00:00:00Z2020 Jul2025-04-19T23:02:10.446Z2025-04-19T23:02:10.446ZS-EPMC73826403273417210.1093/jamiaopen/ooaa005