Learning under concept drift for regression—a systematic literature review

M Lima, M Neto, T Silva Filho, RAA Fagundes - IEEE Access, 2022 - ieeexplore.ieee.org
Context: The amount and diversity of data have increased drastically in recent years.
However, in certain situations, the data to which a trained Machine Learning model is …

[HTML][HTML] Network-based approaches for modeling disease regulation and progression

G Galindez, S Sadegh, J Baumbach… - Computational and …, 2023 - Elsevier
Molecular interaction networks lay the foundation for studying how biological functions are
controlled by the complex interplay of genes and proteins. Investigating perturbed processes …

Post-transcriptional control of cellular differentiation by the RNA exosome complex

I Fraga de Andrade, C Mehta… - Nucleic Acids …, 2020 - academic.oup.com
Given the complexity of intracellular RNA ensembles and vast phenotypic remodeling
intrinsic to cellular differentiation, it is instructive to consider the role of RNA regulatory …

Identification of FMR1-regulated molecular networks in human neurodevelopment

M Li, J Shin, RD Risgaard, MJ Parries, J Wang… - Genome …, 2020 - genome.cshlp.org
RNA-binding proteins (RNA-BPs) play critical roles in development and disease to regulate
gene expression. However, genome-wide identification of their targets in primary human …

Nanofiber Composite Microchannel‐Containing Injectable Hydrogels for Cartilage Tissue Regeneration

J Liu, C Tang, J Huang, J Gu, J Yin… - Advanced Healthcare …, 2023 - Wiley Online Library
Articular cartilage tissue is incapable of self‐repair and therapies for cartilage defects are
still lacking. Injectable hydrogels have drawn much attention in the field of cartilage …

Metodología para el entrenamiento de la marcha convencional en pacientes con lesiones medulares. Estudio preliminar

A Echemendia del Valle - Podium. Revista de Ciencia y Tecnología en …, 2021 - scielo.sld.cu
La lesión de la médula espinal es un estado médico complejo que trastorna la vida de las
personas que la padecen, los afectados pasan a ser dependientes por las múltiples …

Transcriptome-wide transmission disequilibrium analysis identifies novel risk genes for autism spectrum disorder

K Huang, Y Wu, J Shin, Y Zheng, AF Siahpirani… - PLoS …, 2021 - journals.plos.org
Recent advances in consortium-scale genome-wide association studies (GWAS) have
highlighted the involvement of common genetic variants in autism spectrum disorder (ASD) …

Data integration for inferring context-specific gene regulatory networks

B Baur, J Shin, S Zhang, S Roy - Current opinion in systems biology, 2020 - Elsevier
Transcriptional regulatory networks control context-specific gene expression patterns and
play important roles in normal and disease processes. Advances in genomics are rapidly …

Impacto de los ejercicios físicos en la rehabilitación de pacientes con lesiones medulares cervical incompleta, en Guinea-Bissau

B Zeca Sanca, JL Coll Costa… - Podium. Revista de …, 2023 - scielo.sld.cu
Las personas con lesiones de la médula espinal cervical tienen de dos a cinco veces más
probabilidades de morir prematuramente, estas lesiones son una de las causas de muerte …

Model-X knockoffs reveal data-dependent limits on regulatory network identification

E Kernfeld, R Keener, P Cahan, A Battle - bioRxiv, 2023 - biorxiv.org
Computational biologists have long sought to automatically infer transcriptional regulatory
networks (TRNs) from gene expression data, but such approaches notoriously suffer from …