Results 131 to 140 of about 3,504 (232)

nipalsMCIA: flexible multi-block dimensionality reduction in R via nonlinear iterative partial least squares. [PDF]

Bioinformatics
Mattessich M, Reyna J, Aron E, Ay F, Kilmer M, Kleinstein SH, Konstorum A.   +6 more
europepmc   +1 more source

A prognostic risk score for development and spread of chronic pain. [PDF]

Nat Med, 2023
Tanguay-Sabourin C, Fillingim M, Guglietti GV, Zare A, Parisien M, Norman J, Sweatman H, Da-Ano R, Heikkala E, PREVENT-AD Research Group, Perez J, Karppinen J, Villeneuve S, Thompson SJ, Martel MO, Roy M, Diatchenko L, Vachon-Presseau E.   +17 more
europepmc   +1 more source

The iterated score regression estimation algorithm for PCA-based missing data with high correlation. [PDF]

Sci Rep
Guo G, Song H, Zhu L.
europepmc   +1 more source

On the Foundational Arguments of Sufficient Dimension Reduction

WIREs Computational Statistics, Volume 18, Issue 2, June 2026.
Contemporary Sufficient Dimension Reduction, a versatile method for extracting material information from data, can serve as a preprocessor for classical modeling and inference, or as a standalone theory that leads directly to statistical inference. ABSTRACT Sufficient dimension reduction (SDR) refers to supervised methods of dimension reduction that ...
R. Dennis Cook
wiley   +1 more source

Tinnitus risk factors and its evolution over time. [PDF]

Nat Commun
Hobeika L, Fillingim M, Tanguay-Sabourin C, Roy M, Londero A, Samson S, Vachon-Presseau E.   +6 more
europepmc   +1 more source

A primer on correlation-based dimension reduction methods for multi-omics analysis. [PDF]

J R Soc Interface, 2023
Downing T, Angelopoulos N.
europepmc   +1 more source

LDAcoop: Integrating non‐linear population dynamics into the analysis of clonogenic growth in vitro

Molecular Oncology, Volume 20, Issue 5, Page 1237-1252, May 2026.
Limiting dilution assays (LDAs) quantify clonogenic growth by seeding serial dilutions of cells and scoring wells for colony formation. The fraction of negative wells is plotted against cells seeded and analyzed using the non‐linear modeling of LDAcoop.
Nikko Brix, Daniel Samaga, Katharina Gehr, Benedek Dankó, Mohamed Schumann, Guido Drexler, Ahmed Alnatsha, Georg Beyer, Ujjwal Mahajan, Martin Selmansberger, Julia Mayerle, Claus Belka, Horst Zitzelsberger, Kirsten Lauber   +13 more
wiley   +1 more source

Sparse Canonical Correlation Analysis for Multiple Measurements With Latent Trajectories. [PDF]

Biom J
Senar N, Zwinderman AH, Hof MH.
europepmc   +1 more source

A Bottom‐Up Design Framework for Multifunctional Lattice Metamaterials

Advanced Science, Volume 13, Issue 26, 8 May 2026.
This study introduces a generative AI framework for designing multifunctional lattice metamaterials. The method combines 3D Gaussian voxel generation with deep learning, enabling greater design freedom and structural performance. The optimized lattice metamaterials achieve enhanced energy absorption by 40–200% compared to conventional structures and ...
Zongxin Hu, Quanqing Tao, Junhao Ding, Shuo Qu, Haitao Ye, Jun Wei Chua, Tianxiao Niu, Rui Li, Winston Wai Shing Ma, Haoming Mo, Hui Liu, Wei Zhai, Xinwei Li, Xu Song   +13 more
wiley   +1 more source

Characterizing the omics landscape based on 10,000+ datasets. [PDF]

Sci Rep
Brombacher E, Schilling O, Kreutz C.
europepmc   +1 more source