Petr V. Nazarov

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 5

Top Topics

Transfer Learning

Biomarker Discovery

Independent Component Analysis

Top Venues

Biomed. Signal Process. Control.

Publications

Vladimir Despotovic, Abir Elbéji, Kevser Fünfgeld, Mégane Pizzimenti, Hanin Ayadi, Petr V. Nazarov, Guy Fagherazzi
Digital voice-based biomarker for monitoring respiratory quality of life: findings from the colive voice study. Biomed. Signal Process. Control. 96 (2024)
Vladimir Despotovic, Sang-Yoon Kim, Ann-Christin Hau, Aliaksandra Kakoichankava, Gilbert Georg Klamminger, Felix Bruno Kleine Borgmann, Katrin B. M. Frauenknecht, Michel Mittelbronn, Petr V. Nazarov
Glioma subtype classification from histopathological images using in-domain and out-of-domain transfer learning: An experimental study. CoRR (2023)
Nicolas Captier, Jane Merlevede, Askhat Molkenov, Ainur Seisenova, Altynbek Zhubanchaliyev, Petr V. Nazarov, Emmanuel Barillot, Ulykbek Kairov, Andrei Yu. Zinovyev
BIODICA: a computational environment for Independent Component Analysis of omics data. Bioinform. 38 (10) (2022)
Vasily V. Grinev, Mikalai M. Yatskou, Victor V. Skakun, Maryna K. Chepeleva, Petr V. Nazarov
ORFhunteR: An accurate approach to the automatic identification and annotation of open reading frames in human mRNA molecules. Softw. Impacts 12 (2022)
Ramón Díaz-Uriarte, Elisa Gómez de Lope, Rosalba Giugno, Holger Fröhlich, Petr V. Nazarov, Isabel A. Nepomuceno-Chamorro, Armin Rauschenberger, Enrico Glaab
Ten quick tips for biomarker discovery and validation analyses using machine learning. PLoS Comput. Biol. 18 (8) (2022)
Isabel A. Nepomuceno-Chamorro, Francisco Azuaje, Yvan Devaux, Petr V. Nazarov, Arnaud Muller, Jesús S. Aguilar-Ruiz, Daniel R. Wagner
Prognostic transcriptional association networks: a new supervised approach based on regression trees. Bioinform. 27 (2) (2011)
Petr V. Nazarov, Vladimir V. Apanasovich, Vladimir M. Lutkovski, Mikalai M. Yatskou, Rob B. M. Koehorst, Marcus A. Hemminga
Artificial Neural Network Modification of Simulation-Based Fitting: Application to a Protein-Lipid System. J. Chem. Inf. Model. 44 (2) (2004)