Multi‐omic landsca** of human midbrains identifies disease‐relevant molecular targets and pathways in advanced‐stage Parkinson's disease

L Caldi Gomes, A Galhoz, G Jain… - Clinical and …, 2022 - Wiley Online Library
Background Parkinson's disease (PD) is the second most common neurodegenerative
disorder whose prevalence is rapidly increasing worldwide. The molecular mechanisms …

Distinguishing childhood absence epilepsy patients from controls by the analysis of their background brain electrical activity (II): a combinatorial optimization approach …

OA Rosso, A Mendes, R Berretta, JA Rostas… - Journal of neuroscience …, 2009 - Elsevier
In this sequel to our previous work [Rosso OA, Mendes A, Rostas JA, Hunter M, Moscato P.
Distinguishing childhood absence epilepsy patients from controls by the analysis of their …

Identification of crucial genes associated with Parkinson's disease using microarray data

Y Sun, L Ye, Y Zheng, Z Yang - Molecular Medicine …, 2018 - spandidos-publications.com
The present study aimed to examine potential crucial genes associated with Parkinson's
disease (PD) in addition to the interactions and regulators of these genes. The chip data …

Novel Biomarkers for Prostate Cancer Revealed by (α,β)-k-Feature Sets

MG Ravetti, R Berretta, P Moscato - Foundations of Computational …, 2009 - Springer
In this chapter we present a method based on the (α, β)-k-feature set problem for identifying
relevant attributes in high-dimensional datasets for classification purposes. We present a …

A new combinatorial optimization approach for integrated feature selection using different datasets: a prostate cancer transcriptomic study

N Puthiyedth, C Riveros, R Berretta, P Moscato - PloS one, 2015 - journals.plos.org
Background The joint study of multiple datasets has become a common technique for
increasing statistical power in detecting biomarkers obtained from smaller studies. The …

A multi-objective approach for the (α, β)-k-feature set problem using memetic algorithms

F Jiménez, C Sanhueza, R Berretta… - Proceedings of the …, 2017 - dl.acm.org
Nowadays, the ceaseless data gathering in science and technology is bringing new
challenges. Companies use the collected data to create new digital services and products …

[PDF][PDF] The multi-objective approach to solve the (α, β)-k Feature Set Problem using Memetic Algorithms

F Jimenez - 2019 - nova.newcastle.edu.au
In the contemporary world, we are confronted with a data avalanche because of the
introduction of new technologies such as global positioning systems (GPS), smartphones …