Article

A machine vision based frailty index for mice

2021-09-29

Abstract excerpt

1 Chronological aging is uniform, but biological aging is heterogeneous. Clinically, this heterogeneity manifests itself in health status and mortality, and it distinguishes healthy from unhealthy aging. Frailty indexes (FIs) serve as an important tool in gerontology to capture health status. FIs have been adapted for use in mice and are an effective predictor of mortality risk. To accelerate our understanding of...

Topics

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

Identifiers and source

Literature Corpus work: a50a1248-3707-5e7c-83da-8d66b57de529
DOI: 10.1101/2021.09.27.462066

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

A machine vision based frailty index for miceDOI 10.1101/2021.09.27.462066Read

Machine vision based frailty assessment for genetically diverse miceSemantic proximity Read

Integrating supervised and unsupervised machine learning for behavior segmentation reveals latent frailty signatures and improves aging clocks in isogenic and outbred miceSemantic proximity Read

Age and life expectancy clocks based on machine learning analysis of mouse frailtySemantic proximity Read

Longitudinal fragility phenotyping contributes to the prediction of lifespan and age-associated morbidity in C57BL/6 and Diversity Outbred mice.Semantic proximity Read

Assessment of Visual Function in Mice Using Light/Dark Box and Multi-Feature Machine LearningSemantic proximity Read

Unsupervised learning of aging principles from longitudinal dataSemantic proximity Read

A composite frailty index enables quantification of functional aging and identification of gerotherapeutic drugs in the house cricketSemantic proximity Read

Evaluating frailty assessment tools and biological frailty markers in C57BL/6 female mice.Semantic proximity Read

Frailty Quantified by the "Valencia Score" as a Potential Predictor of Lifespan in Mice.Semantic proximity Read

Phenotypic Frailty Assessment in Mice: Development, Discoveries, and Experimental Considerations.Semantic proximity Read

Highly Accurate and Precise Determination of Mouse Mass Using Computer VisionSemantic proximity Read

Computational and digital analyses in the INSPIRE mouse cohort to define sex-specific functional determinants of biological aging.Semantic proximity Read