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A multimodal zebrafish developmental atlas reveals the state-transition dynamics of late-vertebrate pluripotent axial progenitors
Elucidating organismal developmental processes requires a comprehensive understanding
of cellular lineages in the spatial, temporal, and molecular domains. In this study, we …
of cellular lineages in the spatial, temporal, and molecular domains. In this study, we …
Trackastra: Transformer-based cell tracking for live-cell microscopy
Cell tracking is a ubiquitous image analysis task in live-cell microscopy. Unlike multiple
object tracking (MOT) for natural images, cell tracking typically involves hundreds of similar …
object tracking (MOT) for natural images, cell tracking typically involves hundreds of similar …
Single-cell transcriptional dynamics in a living vertebrate
The ability to quantify transcriptional dynamics in individual cells via live imaging has
revolutionized our understanding of gene regulation. However, such measurements are …
revolutionized our understanding of gene regulation. However, such measurements are …
[HTML][HTML] Ultrack: pushing the limits of cell tracking across biological scales
Tracking live cells across 2D, 3D, and multi-channel time-lapse recordings is crucial for
understanding tissue-scale biological processes. Despite advancements in imaging …
understanding tissue-scale biological processes. Despite advancements in imaging …
High-speed 3D Imaging with 25-Camera Multifocus Microscope
We here report an aberration-corrected 25-plane camera array Multifocus microscope (M25)
for high-speed, high-resolution wide-field optical microscopy in three spatial dimensions …
for high-speed, high-resolution wide-field optical microscopy in three spatial dimensions …
Deep Temporal Sequence Classification and Mathematical Modeling for Cell Tracking in Dense 3D Microscopy Videos of Bacterial Biofilms
Automatic cell tracking in dense environments is plagued by inaccurate correspondences
and misidentification of parent-offspring relationships. In this paper, we introduce a novel …
and misidentification of parent-offspring relationships. In this paper, we introduce a novel …
Cell tracking with accurate error prediction
Cell tracking is an indispensable tool for studying development by time-lapse imaging.
However, existing cell trackers cannot assign confidence to predicted tracks, which prohibits …
However, existing cell trackers cannot assign confidence to predicted tracks, which prohibits …
Contrastive learning of cell state dynamics in response to perturbations
We introduce DynaCLR, a self-supervised framework for modeling cell dynamics via
contrastive learning of representations of time-lapse datasets. Live cell imaging of cells and …
contrastive learning of representations of time-lapse datasets. Live cell imaging of cells and …
WormID-Benchmark: Extracting Whole-Brain Neural Dynamics of C. elegans At the Neuron Resolution
The nematode C. elegans is a well-studied model organism for characterizing the structure,
connectivity, and function of a complete nervous system. Recent technical breakthroughs in …
connectivity, and function of a complete nervous system. Recent technical breakthroughs in …
inTRACKtive-A Web-Based Tool for Interactive Cell Tracking Visualization
TAPM Huijben, AG Anderson III, A Sweet, E Hoops… - bioRxiv, 2024 - biorxiv.org
We introduce inTRACKtive, an innovative web-based tool for interactive visualization and
sharing of large 3D cell tracking datasets, eliminating the need for software installations or …
sharing of large 3D cell tracking datasets, eliminating the need for software installations or …