Results 181 to 190 of about 325,444 (301)

Visual Hierarchical Dimension Reduction

, 2001
Traditional visualization techniques for multidimensional data sets, such as parallel coor-dinates, star glyphs, and scatterplot matrices, do not scale well to high dimensional data sets.
Jing Yang, Yang, Jing
core  

A comparative evaluation of sufficient dimension reduction and traditional statistical methods for composite biomarker score construction in diagnostic classification. [PDF]

BMC Med Res Methodol
Ozen H, Colak E, Ozen D.
europepmc   +1 more source

Projection expectile regression for sufficient dimension reduction. [PDF]

Comput Stat Data Anal, 2023
Soale AN.
europepmc   +1 more source

Analysing the significance of small conformational changes and low occupancy states in serial crystallographic data

FEBS Open Bio, EarlyView.
This protocol paper outlines methods to establish the success of a time‐resolved serial crystallographic experiment, by means of statistical analysis of timepoint data in reciprocal space and models in real space. We show how to amplify the signal from excited states to visualise structural changes in successful experiments.
Jake Hill, Yelyzaveta Pulnova, Elke De Zitter, Helen M. Ginn, Briony A. Yorke   +4 more
wiley   +1 more source

Innovative Therapeutic Strategy for Complicated Thoracoabdominal Aortic Aneurysms: Dimension Reduction. [PDF]

JACC Case Rep
Wang S, Fu W, Wang L.
europepmc   +1 more source

Effects of dimension reduction of hyperspectral images in skin gross pathology. [PDF]

Skin Res Technol, 2023
Aloupogianni E, Ishikawa M, Ichimura T, Hamada M, Murakami T, Sasaki A, Nakamura K, Kobayashi N, Obi T.   +8 more
europepmc   +1 more source

COMBINING UNSUPERVISED DIMENSION REDUCTION WITH SUFFICIENT DIMENSION REDUCTION

Eurasian Mathematical Journal
Zhalgas Mukanov, Anuar Sharafudinov, Rustem Takhanov, Arman Bekembayev   +3 more
openaire   +1 more source

Matrix metalloproteinase‐9 regulates cell adhesion and membrane protrusive activity of ovarian cancer cells

FEBS Open Bio, EarlyView.
Matrix metalloproteinase‐9 (MMP9) drives ovarian cancer progression. Using MMP9‐null cells (M9‐KO) created from ovarian cancer cells, we found MMP9 loss did not block Epidermal Growth Factor (EGF)‐driven E‐cadherin dissolution or EMT but delayed and reduced EGF‐driven membrane protrusions. Transient MMP9 re‐expression drove membrane protrusion.
Claire Strauel, Sam Bennett, Natalie Ehlinger, Nelson Cook, Katelyn Marvin, Caleb L. Lines, Sam Reyes, Brooke Kirby, Shawn M. Ellerbroek   +8 more
wiley   +1 more source

Assessing parameter identifiability of a hemodynamics PDE model using spectral surrogates and dimension reduction. [PDF]

PLoS Comput Biol
Colebank MJ.
europepmc   +1 more source

Similarity-assisted variational autoencoder for nonlinear dimension reduction with application to single-cell RNA sequencing data. [PDF]

BMC Bioinformatics, 2023
Kim G, Chun H.
europepmc   +1 more source