Omics-CNN: A comprehensive pipeline for predictive analytics in quantitative omics using one-dimensional convolutional neural networks

por Zompola, Anastasia, Korfiati, Aigli, Theofilatos, Konstantinos, Mavroudi, Seferina
Publicado 2023

Discovery of stroke-related blood biomarkers from gene expression network models

por Theofilatos, Konstantinos, Korfiati, Aigli, Mavroudi, Seferina, Cowperthwaite, Matthew C., Shpak, Max
Publicado 2019

Reducing Opioid Prescriptions by Identifying Responders on Topical Analgesic Treatment Using an Individualized Medicine and Predictive Analytics Approach

por Gudin, Jeffrey, Mavroudi, Seferina, Korfiati, Aigli, Theofilatos, Konstantinos, Dietze, Derek, Hurwitz, Peter
Publicado 2020

MEvA-X: a hybrid multiobjective evolutionary tool using an XGBoost classifier for biomarkers discovery on biomedical datasets

por Panagiotopoulos, Konstantinos, Korfiati, Aigli, Theofilatos, Konstantinos, Hurwitz, Peter, Deriu, Marco Agostino, Mavroudi, Seferina
Publicado 2023

Revisiting miRNA Association with Melanoma Recurrence and Metastasis from a Machine Learning Point of View

por Korfiati, Aigli, Grafanaki, Katerina, Kyriakopoulos, George C., Skeparnias, Ilias, Georgiou, Sophia, Sakellaropoulos, George, Stathopoulos, Constantinos
Publicado 2022

A survey on computational taste predictors

por Malavolta, Marta, Pallante, Lorenzo, Mavkov, Bojan, Stojceski, Filip, Grasso, Gianvito, Korfiati, Aigli, Mavroudi, Seferina, Kalogeras, Athanasios, Alexakos, Christos, Martos, Vanessa, Amoroso, Daria, Di Benedetto, Giacomo, Piga, Dario, Theofilatos, Konstantinos, Deriu, Marco Agostino
Publicado 2022

Toward a general and interpretable umami taste predictor using a multi-objective machine learning approach

por Pallante, Lorenzo, Korfiati, Aigli, Androutsos, Lampros, Stojceski, Filip, Bompotas, Agorakis, Giannikos, Ioannis, Raftopoulos, Christos, Malavolta, Marta, Grasso, Gianvito, Mavroudi, Seferina, Kalogeras, Athanasios, Martos, Vanessa, Amoroso, Daria, Piga, Dario, Theofilatos, Konstantinos, Deriu, Marco A.
Publicado 2022