Diego Fernández Edreira  

Profesor sustituto (P-SUS-LOSU)

Department Computer Science and Information Technologies
Knowledgment area Computational Science and Artificial Intelligence
Research  Research unit Machine learning lab in life sciences
Research lines No data available from Curriculum Management System at UDC. (SUXI).
Contacto UDC directory
Orcid id0000-0001-6906-3374 Scopus57226444334

Teaching

Subjects taught

This section shows the teaching given in degrees, masters and other officers studies in last 6 years.

Subject and involved studies Distance hours Total hours
Advanced Statistical Methods in Bioinformatics
Master in Bioinformatics for Health Sciences
0 33
Omics Data Management and Modeling
Degree in Data Science and Engineering
0 33

EOG works and final master thesis directed

Directed or codirected by current teacher since 2013 year.

Research results

Select merit type and year to query research merits.

Microbiome preterm birth DREAM challenge: Crowdsourcing machine learning approaches to advance preterm birth research

Authors Jonathan L. Golob, Tomiko T. Oskotsky, Alice S. Tang, Alennie Roldan, Verena Chung, Connie W.Y. Ha, Ronald J. Wong, Kaitlin J. Flynn, Antonio Parraga-Leo, Camilla Wibrand, Samuel S. Minot, Boris Oskotsky, Gaia Andreoletti, Idit Kosti, Julie Bletz, Amber Nelson, Jifan Gao, Zhoujingpeng Wei, Guanhua Chen, Zheng-Zheng Tang, Pierfrancesco Novielli, Donato Romano, Ester Pantaleo, Nicola Amoroso, Alfonso Monaco, Mirco Vacca, Maria {De Angelis}, Roberto Bellotti, Sabina Tangaro, Abigail Kuntzleman, Isaac Bigcraft, Stephen Techtmann, Daehun Bae, Eunyoung Kim, Jongbum Jeon, Soobok Joe, Kevin R. Theis, Sherrianne Ng, Yun S. Lee, Patricia Diaz-Gimeno, Phillip R. Bennett, David A. MacIntyre, Gustavo Stolovitzky, Susan V. Lynch, Jake Albrecht, Nardhy Gomez-Lopez, Roberto Romero, David K. Stevenson, Nima Aghaeepour, Adi L. Tarca, James C. Costello, Marina Sirota
Journal Cell Reports Medicine (pages 101350 to 101350)
DOI https://doi.org/10.1016/j.xcrm.2023.101350

VIBES: a consensus subtyping of the vaginal microbiota reveals novel classification criteria

Authors D. Fernández-Edreira, J. Liñares-Blanco, P. V.-del-Río, C. Fernandez-Lozano
Journal Computational and Structural Biotechnology Journal Vol. 23 (pages 148 to 156)
DOI https://doi.org/10.1016/j.csbj.2023.11.050

La Inteligencia Artificial como herramienta para la gestión y explotación de datos, informaciones y conocimientos biomédicos en entornos "Big Data" en la nube

Authors Diego Fernández-Edreira, Jose Liñares-Blanco, Brais Castiñeiras Galdo, Víctor Manuel Maojo García, Alejandro Pazos Sierra
Journal I+S Informática y Salud Num. 143 (pages 30 to 39)

Machine Learning analysis of the human infant gut microbiome identifies influential species in type 1 diabetes

Authors Diego Fernández-Edreira, Jose Liñares-Blanco, Carlos Fernández Lozano
Journal Expert Systems with Applications Vol. 185 Num. 115648 (pages 1 to 11)
DOI https://doi.org/10.1016/j.eswa.2021.115648