Petr V. Nazarov

11 papers A 1Journal 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
Estimating sparse regression models in multi-task learning and transfer learning through adaptive penalisation.
Bioinform.
Armin Rauschenberger, Petr V. Nazarov, Enrico Glaab
2025 J jnl
RodEpil: A Video Dataset of Laboratory Rodents for Seizure Detection and Benchmark Evaluation.
CoRR
Daniele Perlo, Vladimir Despotovic, Selma Boudissa, Sang-Yoon Kim, Petr V. Nazarov, Yanrong Zhang, Max Wintermark, Olivier Keunen
2024 J jnl
Digital voice-based biomarker for monitoring respiratory quality of life: findings from the colive voice study.
Biomed. Signal Process. Control.
Vladimir Despotovic, Abir Elbéji, Kevser Fünfgeld, Mégane Pizzimenti, Hanin Ayadi, Petr V. Nazarov, Guy Fagherazzi
2024 A conf
Multimodal Fusion for Vocal Biomarkers Using Vector Cross-Attention.
INTERSPEECH
Vladimir Despotovic, Abir Elbéji, Petr V. Nazarov, Guy Fagherazzi
2024 J jnl
Patient-based multilevel transcriptome exploration highlights relevant chemokines and chemokine receptor axes in glioblastoma.
Comput. Biol. Medicine
Giulia D'Uonnolo, Damla Isci, Bakhtiyor Nosirov, Amandine Kuppens, May Wantz, Petr V. Nazarov, Anna Golebiewska, Bernard Rogister, Andy Chevigné, Virginie Neirinckx, Martyna Szpakowska
2023 J jnl
Glioma subtype classification from histopathological images using in-domain and out-of-domain transfer learning: An experimental study.
CoRR
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
2022 J jnl
BIODICA: a computational environment for Independent Component Analysis of omics data.
Bioinform.
Nicolas Captier, Jane Merlevede, Askhat Molkenov, Ainur Seisenova, Altynbek Zhubanchaliyev, Petr V. Nazarov, Emmanuel Barillot, Ulykbek Kairov, Andrei Yu. Zinovyev
2022 J jnl
ORFhunteR: An accurate approach to the automatic identification and annotation of open reading frames in human mRNA molecules.
Softw. Impacts
Vasily V. Grinev, Mikalai M. Yatskou, Victor V. Skakun, Maryna K. Chepeleva, Petr V. Nazarov
2022 J jnl
Ten quick tips for biomarker discovery and validation analyses using machine learning.
PLoS Comput. Biol.
Ramón Díaz-Uriarte, Elisa Gómez de Lope, Rosalba Giugno, Holger Fröhlich, Petr V. Nazarov, Isabel A. Nepomuceno-Chamorro, Armin Rauschenberger, Enrico Glaab
2011 J jnl
Prognostic transcriptional association networks: a new supervised approach based on regression trees.
Bioinform.
Isabel A. Nepomuceno-Chamorro, Francisco Azuaje, Yvan Devaux, Petr V. Nazarov, Arnaud Muller, Jesús S. Aguilar-Ruiz, Daniel R. Wagner
2004 J jnl
Artificial Neural Network Modification of Simulation-Based Fitting: Application to a Protein-Lipid System.
J. Chem. Inf. Model.
Petr V. Nazarov, Vladimir V. Apanasovich, Vladimir M. Lutkovski, Mikalai M. Yatskou, Rob B. M. Koehorst, Marcus A. Hemminga