Research graph
References from Application of a variational autoencoder for clustering and analyzing in situ articular cartilage cellular response to mechanical stimuli. Local targets link to admitted publications; unresolved targets remain external evidence.
The Basic Science of Articular Cartilage
10.1177/1941738109350438 · 2009 · External reference
Calcium signaling of in situ chondrocytes in articular cartilage under compressive loading: Roles of calcium sources and cell membrane ion channels
2017 · External reference
Cyclic compression of chondrocytes modulates a purinergic calcium signalling pathway in a strain rate- and frequency-dependent manner
10.1002/jcp.20747 · 2006 · External reference
Myosin-II mediated traction forces evoke localized Piezo1-dependent Ca 2+ flickers
10.1038/s42003-019-0514-3 · 2019 · External reference
Measurement of single-cell dynamics
10.1038/nature09232 · 2010 · External reference
Chemical Analysis of Single Cells
10.1021/ac303290s · 2013 · External reference
Overview of single- cell analyses: microdevices and applications
10.1039/c0lc00150c · 2010 · External reference
Inflammatory signaling sensitizes Piezo1 mechanotransduction in articular chondrocytes as a pathogenic feed-forward mechanism in osteoarthritis
2021 · External reference
Are multi-omics enough?
10.1038/nmicrobiol.2016.101 · 2016 · External reference
Multiplex, quantitative cellular analysis in large tissue volumes with clearing-enhanced 3D microscopy (Ce3D)
2017 · External reference
STRAINS: A big data method for classifying cellular response to stimuli at the tissue scale
10.1371/journal.pone.0278626 · 2022 · External reference
Variational Autoencoder Reconstruction of Complex Many-Body Physics
10.3390/e21111091 · 2019 · External reference
Unsupervised anomaly detection of industrial robots using sliding-window convolutional variational autoencoder
10.1109/access.2020.2977892 · 2020 · External reference
Variational autoencoder: An unsupervised model for encoding and decoding fMRI activity in visual cortex
10.1016/j.neuroimage.2019.05.039 · 2019 · External reference
Accurate Tumor Subtype Detection with Raman Spectroscopy via Variational Autoencoder and Machine Learning
10.1021/acsomega.1c07263 · 2022 · External reference
Colorectal Cancer Prediction Based on Weighted Gene Co-Expression Network Analysis and Variational Auto-Encoder
10.3390/biom10091207 · 2020 · External reference
Recent Advances in Variational Autoencoders With Representation Learning for Biomedical Informatics: A Survey
10.1109/access.2020.3048309 · 2021 · External reference
A multi-encoder variational autoencoder controls multiple transformational features in single-cell image analysis
10.1038/s42003-022-03218-x · 2022 · External reference
Algorithmic advances in machine learning for single-cell expression analysis
10.1016/j.coisb.2021.02.002 · 2021 · External reference
Low-dimensional learned feature spaces quantify individual and group differences in vocal repertoires
10.7554/elife.67855 · 2021 · External reference
The songbird lateral habenula projects to dopaminergic midbrain and is important for normal vocal development
2023 · External reference
An anterior forebrain pathway in parrots is necessary for individual signatures of learned vocalizations
2023 · External reference
Methods of Digital Video Microscopy for Colloidal Studies
10.1006/jcis.1996.0217 · 1996 · External reference
Unresolved reference
2017 · External reference
Unresolved reference
External reference
10.25080/majora-92bf1922-011
10.25080/majora-92bf1922-011 · External reference
Visualizing probabilistic models in Minkowski space with intensive symmetrized Kullback-Leibler embedding
10.1103/physrevresearch.2.033221 · 2020 · External reference
Unresolved reference
External reference
Unresolved reference
2000 · External reference
Mitoprotective therapy prevents rapid, strain-dependent mitochondrial dysfunction after articular cartilage injury
10.1002/jor.24567 · 2020 · External reference
Local and global measurements show that damage initiation in articular cartilage is inhibited by the surface layer and has significant rate dependence
10.1016/j.jbiomech.2018.02.033 · 2018 · External reference
Calcium signaling leads to mitochondrial depolarization in impact-induced chondrocyte death in equine articular cartilage explants
10.1002/art.22717 · 2007 · External reference
Membrane stretch as the mechanism of activation of PIEZO1 ion channels in chondrocytes
10.1073/pnas.2221958120 · 2023 · External reference
Inflammatory signaling sensitizes Piezo1 mechanotransduction in articular chondrocytes as a pathogenic feed-forward mechanism in osteoarthritis
10.1073/pnas.2001611118 · 2021 · External reference
Targeting calcium-related mechanotransduction in early OA
10.1038/s41584-021-00649-4 · 2021 · External reference
Unresolved reference
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IBEX: A versatile multiplex optical imaging approach for deep phenotyping and spatial analysis of cells in complex tissues
10.1073/pnas.2018488117 · 2020 · External reference
Highly multiplexed single-cell analysis of formalin-fixed, paraffin-embedded cancer tissue
10.1073/pnas.1300136110 · 2013 · External reference
Spatial mapping of protein composition and tissue organization: a primer for multiplexed antibody-based imaging
10.1038/s41592-021-01316-y · 2022 · External reference
Spatially resolved isotope tracing reveals tissue metabolic activity
10.1038/s41592-021-01378-y · 2022 · External reference
