[HTML][HTML] SLEAP: A deep learning system for multi-animal pose tracking
…, DS Deutsch, ZY Wang, GC McKenzie-Smith… - Nature …, 2022 - nature.com
The desire to understand how the brain generates and patterns behavior has driven rapid
methodological innovation in tools to quantify natural animal behavior. While advances in …
methodological innovation in tools to quantify natural animal behavior. While advances in …
[PDF][PDF] Isolation disrupts social interactions and destabilizes brain development in bumblebees
ZY Wang, GC McKenzie-Smith, W Liu, HJ Cho… - Current Biology, 2022 - cell.com
Social isolation, particularly in early life, leads to deleterious physiological and behavioral
outcomes. Here, we leverage new high-throughput tools to comprehensively investigate the …
outcomes. Here, we leverage new high-throughput tools to comprehensively investigate the …
SLEAP: Multi-animal pose tracking
The desire to understand how the brain generates and patterns behavior has driven rapid
methodological innovation to quantify and model natural animal behavior. This has led to …
methodological innovation to quantify and model natural animal behavior. This has led to …
Live imaging and biophysical modeling support a button-based mechanism of somatic homolog pairing in Drosophila
…, N Sabouni, D Villamarin, GC McKenzie-Smith… - Elife, 2021 - elifesciences.org
Three-dimensional eukaryotic genome organization provides the structural basis for gene
regulation. In Drosophila melanogaster, genome folding is characterized by somatic homolog …
regulation. In Drosophila melanogaster, genome folding is characterized by somatic homolog …
Publisher Correction: SLEAP: A deep learning system for multi-animal pose tracking
…, DS Deutsch, ZY Wang, GC McKenzie-Smith… - Nature …, 2022 - nature.com
In the version of this article initially published, there were errors in the affiliations shown for
John D’Uva. The correct affiliations should read: 1Princeton Neuroscience Institute, Princeton …
John D’Uva. The correct affiliations should read: 1Princeton Neuroscience Institute, Princeton …
[HTML][HTML] Capturing continuous, long timescale behavioral changes in Drosophila melanogaster postural data
Animal behavior spans many timescales, from short, seconds-scale actions to circadian
rhythms over many hours to life-long changes during aging. Most quantitative behavior studies …
rhythms over many hours to life-long changes during aging. Most quantitative behavior studies …
NAPS: Integrating pose estimation and tag‐based tracking
…, IM Traniello, GC McKenzie‐Smith… - Methods in Ecology …, 2023 - Wiley Online Library
Significant advances in computational ethology have allowed the quantification of behaviour
in unprecedented detail. Tracking animals in social groups, however, remains challenging …
in unprecedented detail. Tracking animals in social groups, however, remains challenging …
Behavior at High Resolution
GC McKenzie-Smith - 2022 - search.proquest.com
The physics of animal behavior is at an exciting time where an explosion of new computational
tools and techniques is giving us access to unprecedented amounts of high quality data. …
tools and techniques is giving us access to unprecedented amounts of high quality data. …
Scientific Ethics
G McKenzie-Smith - Experimental Physics, 2020 - api.taylorfrancis.com
… Grace C. McKenzie-Smith is a Graduate Student in the Princeton Physics Department.
She has worked in research groups at several institutions, including the University of …
She has worked in research groups at several institutions, including the University of …
Plant and microbial impacts of an invasive species vary across an environmental gradient
EC Farrer, C Birnbaum, P Waryszak… - Journal of …, 2021 - Wiley Online Library
Invasive plants often successfully occupy large areas encompassing broad environmental
gradients in their invaded range, yet how invader dominance and effects on ecological …
gradients in their invaded range, yet how invader dominance and effects on ecological …