Citizen science helps to raise awareness about gut microbiome health in people at risk of developing non-communicable diseases

por Garcia, Silvia, Ordoñez, Sheyla, López-Molina, Victor Manuel, Lacruz-Pleguezuelos, Blanca, Carrillo de Santa Pau, Enrique, Marcos-Zambrano, Laura Judith
Publicado 2023

A comprehensive map of microbial biomarkers along the gastrointestinal tract for celiac disease patients

por Arcila-Galvis, Juliana Estefanía, Loria-Kohen, Viviana, Ramírez de Molina, Ana, Carrillo de Santa Pau, Enrique, Marcos-Zambrano, Laura Judith
Publicado 2022

Overview of data preprocessing for machine learning applications in human microbiome research

por Ibrahimi, Eliana, Lopes, Marta B., Dhamo, Xhilda, Simeon, Andrea, Shigdel, Rajesh, Hron, Karel, Stres, Blaž, D’Elia, Domenica, Berland, Magali, Marcos-Zambrano, Laura Judith
Publicado 2023

Gut Microbiota Induced by Pterostilbene and Resveratrol in High-Fat-High-Fructose Fed Rats: Putative Role in Steatohepatitis Onset

por Milton-Laskibar, Iñaki, Marcos-Zambrano, Laura Judith, Gómez-Zorita, Saioa, Fernández-Quintela, Alfredo, Carrillo de Santa Pau, Enrique, Martínez, J. Alfredo, Portillo, María P.
Publicado 2021

AI4FoodDB: a database for personalized e-Health nutrition and lifestyle through wearable devices and artificial intelligence

por Romero-Tapiador, Sergio, Lacruz-Pleguezuelos, Blanca, Tolosana, Ruben, Freixer, Gala, Daza, Roberto, Fernández-Díaz, Cristina M, Aguilar-Aguilar, Elena, Fernández-Cabezas, Jorge, Cruz-Gil, Silvia, Molina, Susana, Crespo, Maria Carmen, Laguna, Teresa, Marcos-Zambrano, Laura Judith, Vera-Rodriguez, Ruben, Fierrez, Julian, Ramírez de Molina, Ana, Ortega-Garcia, Javier, Espinosa-Salinas, Isabel, Morales, Aythami, Carrillo de Santa Pau, Enrique
Publicado 2023

Applications of Machine Learning in Human Microbiome Studies: A Review on Feature Selection, Biomarker Identification, Disease Prediction and Treatment

por Marcos-Zambrano, Laura Judith, Karaduzovic-Hadziabdic, Kanita, Loncar Turukalo, Tatjana, Przymus, Piotr, Trajkovik, Vladimir, Aasmets, Oliver, Berland, Magali, Gruca, Aleksandra, Hasic, Jasminka, Hron, Karel, Klammsteiner, Thomas, Kolev, Mikhail, Lahti, Leo, Lopes, Marta B., Moreno, Victor, Naskinova, Irina, Org, Elin, Paciência, Inês, Papoutsoglou, Georgios, Shigdel, Rajesh, Stres, Blaz, Vilne, Baiba, Yousef, Malik, Zdravevski, Eftim, Tsamardinos, Ioannis, Carrillo de Santa Pau, Enrique, Claesson, Marcus J., Moreno-Indias, Isabel, Truu, Jaak
Publicado 2021

Statistical and Machine Learning Techniques in Human Microbiome Studies: Contemporary Challenges and Solutions

por Moreno-Indias, Isabel, Lahti, Leo, Nedyalkova, Miroslava, Elbere, Ilze, Roshchupkin, Gennady, Adilovic, Muhamed, Aydemir, Onder, Bakir-Gungor, Burcu, Santa Pau, Enrique Carrillo-de, D’Elia, Domenica, Desai, Mahesh S., Falquet, Laurent, Gundogdu, Aycan, Hron, Karel, Klammsteiner, Thomas, Lopes, Marta B., Marcos-Zambrano, Laura Judith, Marques, Cláudia, Mason, Michael, May, Patrick, Pašić, Lejla, Pio, Gianvito, Pongor, Sándor, Promponas, Vasilis J., Przymus, Piotr, Saez-Rodriguez, Julio, Sampri, Alexia, Shigdel, Rajesh, Stres, Blaz, Suharoschi, Ramona, Truu, Jaak, Truică, Ciprian-Octavian, Vilne, Baiba, Vlachakis, Dimitrios, Yilmaz, Ercument, Zeller, Georg, Zomer, Aldert L., Gómez-Cabrero, David, Claesson, Marcus J.
Publicado 2021

Advancing microbiome research with machine learning: key findings from the ML4Microbiome COST action

por D’Elia, Domenica, Truu, Jaak, Lahti, Leo, Berland, Magali, Papoutsoglou, Georgios, Ceci, Michelangelo, Zomer, Aldert, Lopes, Marta B., Ibrahimi, Eliana, Gruca, Aleksandra, Nechyporenko, Alina, Frohme, Marcus, Klammsteiner, Thomas, Pau, Enrique Carrillo-de Santa, Marcos-Zambrano, Laura Judith, Hron, Karel, Pio, Gianvito, Simeon, Andrea, Suharoschi, Ramona, Moreno-Indias, Isabel, Temko, Andriy, Nedyalkova, Miroslava, Apostol, Elena-Simona, Truică, Ciprian-Octavian, Shigdel, Rajesh, Telalović, Jasminka Hasić, Bongcam-Rudloff, Erik, Przymus, Piotr, Jordamović, Naida Babić, Falquet, Laurent, Tarazona, Sonia, Sampri, Alexia, Isola, Gaetano, Pérez-Serrano, David, Trajkovik, Vladimir, Klucar, Lubos, Loncar-Turukalo, Tatjana, Havulinna, Aki S., Jansen, Christian, Bertelsen, Randi J., Claesson, Marcus Joakim
Publicado 2023