Artificial Neural Network Modification of Simulation-Based Fitting: Application to a Protein-Lipid System. - Petr V. Nazarov; Vladimir V. Apanasovich; Vladimir M. Lutkovski; Mikalai M. Yatskou; Rob B. M. Koehorst; Marcus A. Hemminga (J. Chem. Inf. Model., 2004)

Prognostic transcriptional association networks: a new supervised approach based on regression trees. - Isabel A. Nepomuceno-Chamorro; Francisco Azuaje; Yvan Devaux; Petr V. Nazarov; Arnaud Muller; Jesús S. Aguilar-Ruiz; Daniel R. Wagner (Bioinform., 2011)

BIODICA: a computational environment for Independent Component Analysis of omics data. - Nicolas Captier; Jane Merlevede; Askhat Molkenov; Ainur Seisenova; Altynbek Zhubanchaliyev; Petr V. Nazarov; Emmanuel Barillot; Ulykbek Kairov; Andrei Yu. Zinovyev (Bioinform., 2022)

Ten quick tips for biomarker discovery and validation analyses using machine learning. - Ramón Díaz-Uriarte; Elisa Gómez de Lope; Rosalba Giugno; Holger Fröhlich; Petr V. Nazarov; Isabel A. Nepomuceno-Chamorro; Armin Rauschenberger; Enrico Glaab (PLoS Comput. Biol., 2022)

ORFhunteR: An accurate approach to the automatic identification and annotation of open reading frames in human mRNA molecules. - Vasily V. Grinev; Mikalai M. Yatskou; Victor V. Skakun; Maryna K. Chepeleva; Petr V. Nazarov (Softw. Impacts, 2022)

Glioma subtype classification from histopathological images using in-domain and out-of-domain transfer learning: An experimental study. - 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 (CoRR, 2023)

Multimodal Fusion for Vocal Biomarkers Using Vector Cross-Attention. - Vladimir Despotovic; Abir Elbéji; Petr V. Nazarov; Guy Fagherazzi (INTERSPEECH, 2024)

Digital voice-based biomarker for monitoring respiratory quality of life: findings from the colive voice study. - Vladimir Despotovic; Abir Elbéji; Kevser Fünfgeld; Mégane Pizzimenti; Hanin Ayadi; Petr V. Nazarov; Guy Fagherazzi (Biomed. Signal Process. Control., 2024)

Patient-based multilevel transcriptome exploration highlights relevant chemokines and chemokine receptor axes in glioblastoma. - Giulia D'Uonnolo; Damla Isci; Bakhtiyor Nosirov; Amandine Kuppens; May Wantz; Petr V. Nazarov; Anna Golebiewska; Bernard Rogister; Andy Chevigné; Virginie Neirinckx; Martyna Szpakowska (Comput. Biol. Medicine, 2024)