Article

Comprehensive representation of health-related phenotypes in one million dogs using topic modelling of electronic health records

2024-07-15

Abstract excerpt

<title>Abstract</title> <p>Historically, veterinary studies screening for breed, age and sex predisposition to disease have relied on collating small-scale studies of clinical datasets. The availability of larger datasets through groups such as the Small Animal Veterinary Surveillance Network (SAVSNET) promise access to information regarding wide range of clinical presentations at scale, however, methodological l...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 9e5d7316-0e42-5e01-998d-275b412da093
DOI: 10.21203/rs.3.rs-4621991/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Comprehensive representation of health-related phenotypes in one million dogs using topic modelling of electronic health recordsDOI 10.21203/rs.3.rs-4621991/v1Read

Applied Veterinary Informatics: Development of a Semantic and Domain-Specific Method to Construct a Canine Data Repository.Semantic proximity Read

Learning the natural history of human disease with generative transformersSemantic proximity Read

Age-dependent topic modelling of comorbidities in UK Biobank identifies disease subtypes with differential genetic riskSemantic proximity Read

A graph-embedded topic model enables characterization of diverse pain phenotypes among UK Biobank individualsSemantic proximity Read

Evaluating disease similarity using latent Dirichlet allocationSemantic proximity Read

Early Detection of Rare Disease Using Hierarchical Set-to-Sequence Modeling of Structured Electronic Health RecordsSemantic proximity Read

Deep learning facilitates rapid classification of human and veterinary clinical narrativesSemantic proximity Read

Short communication: Do veterinary diagnoses coming from electronic recording system of veterinary treatments have the potential to be used for breeding in small populations? The case of the dual-purpose Alpine Grey cattle breed.Semantic proximity Read

Towards Maps of Disease Progression: Biomedical Large Language Model Latent Spaces For Representing Disease Phenotypes And PseudotimeSemantic proximity Read

MixEHR-Guided: A guided multi-modal topic modeling approach for large-scale automatic phenotyping using the electronic health recordSemantic proximity Read

Large-scale identification of social and behavioral determinants of health from clinical notes: Comparison of Latent Semantic Indexing and Generative Pretrained Transformer (GPT) modelsSemantic proximity Read

MixEHR-Guided: A guided multi-modal topic modeling approach for large-scale automatic phenotyping using the electronic health record.Semantic proximity Read