Pamela Romero, Juliette Gourdon, Romain Yvinec Frederic Jean-Alphonse, and Misbah Razzaq, Computational Prediction of Intracellular Signaling Behavior via Machine Learning, 12th International Conference on Information Management and Big Data, Accepted, Sep 2025.
Romane Phelipon, Lea Lansade, Misbah Razzaq, Using deep learning models to decode emotional states in horses, Scientific Reports, Apr, 2025.
https://doi.org/10.1038/s41598-025-95853-7
Maya Haj Hassan, Eric Reiter, Misbah Razzaq, Automatic ovarian follicle detection using object detection models, Scientific Reports, Dec, 2024.
https://doi.org/10.1038/s41598-024-82904-8
Roalnd Kaminski, Torsten Schaub, Javier Romero, Misbah Razzaq, Explaining artificial neural networks using answer set programming, Advances in Interpretable Machine Learning and AI track of ECML, In press, July 2024.
https://hal.science/hal-04733146
Misbah Razzaq, Frédérique Clément, Romain Yvinec: An overview of deep learning applications in precocious puberty and thyroid dysfunction, Frontiers in Endocrinology, Frontiers, Oct 2022.
https://doi.org/10.3389/fendo.2022.959546
Misbah Razzaq, Maria Jesus Iglesias, Manal Ibrahim, Louisa Goumidi, Omar Soukarieh, Carole Proust, Maguelonne Roux, Pierre Suchon, Anne Boland, Delphine Daiain, Robert Olaso, Sebastian Havervall, Charlotte Thalin, Lynn Butler, Jean Francois Deleuze, Jacob Odeberg, Pierre-Emmanuel Morange, and David Alexandre Tregouet: An artificial neural network approach integrating plasma proteomics and genetic data identifies PLXNA4 as a new susceptibility locus for pulmonary embolism, Scientific Reports, July 2021.
https://doi.org/10.1038/s41598-021-93390-7
Misbah Razzaq, Loïc Paulevé, Anne Siegel, Julio Saez-Rodriguez, Jérémie Bourdon, and Carito Guziolowski: Computational Discovery of Dynamic Cell Line Specific Boolean Networks from Multiplex Time-Course Data, Plos Computational Biology, Published, Oct 2018.
https://doi.org/10.1371/journal.pcbi.1006538
Fourati S, Talla A, Mahmoudian M, Burkhart JG, Klén R, Henao R, Yu T, Aydın Z,Yeung KY, Ahsen ME, Almugbel R, Jahandideh S, Liang X, Nordling TEM, Shiga M, Stanescu A, Vogel R, Respiratory Viral DREAM Challenge Consortium, Pandey G, Chiu C, McClain MT, Woods CW, Ginsburg GS, Elo LL, Tsalik EL, Mangravite LM, Sieberts SK: A crowdsourced analysis to identify ab initio molecular signatures predictive of susceptibility to viral infection, Nature Communication, Oct 2018.
https://doi.org/10.1038/s41467-018-06735-8
Misbah Razzaq, Jamil Ahmad: Petri Net and Probabilistic Model Checking Based Approach for the Modelling, Simulation, and Verification of Internet Worm Propagation, PlosOne, Published, Dec 2015.
https://doi.org/10.1371/journal.pone.0145690
Misbah Razzaq, Lokmane Chebouba, Pierre Le Jeune, Hanen Mhamdi, Carito Guziolowski, and Jérémie Bourdon: Logic and Linear programs to understand cancer response, Automated Reasoning for Systems Biology and Medicine (ARSBM), Published, June 2019.
https://doi.org/10.1007/978-3-030-17297-8_7
Misbah Razzaq, Louisa Goumidi, Maria Jesus Iglesias, Gaëlle Munsch, Maria Bruzelius, Manal Ibrahim-Kosta, Lynn Butler, Jacob Odeberg, Pierre-Emmanuel Morange, and David-Alexandre Trégouët: Explainable artificial neural network for recurrent venous thromboembolism based on plasma proteomics, 19th International Conference on Computational Methods in System Biology (CMSB), Published, 2021.
https://doi.org/10.1007/978-3-030-85633-5_7
Hadrien Lorenzo, Misbah Razzaq, Jacob Odeberg, Pierre-Emmanuel Morange, Jérôme Saracco, David-Alexandre Trégouët, and Rodolphe Thiébaut: High-dimensional multi-block analysis of factors associated with thrombin generation potential, 32nd IEEE CBMS International Symposium on Computer-Based Medical Systems, Published, 2019.
https://doi.org/10.1109/CBMS.2019.00094
Misbah Razzaq, Roland Kaminski, Javier Romero, Torsten Schaub, Jérémie Bourdon, and Carito Guziolowski: Computing Diverse Boolean Networks from Phosphoproteomic Time Series Data, 16th International Conference on Computational Methods in System Biology (CMSB), Published, 2018.
https://doi.org/10.1007/978-3-319-99429-1_4
Misbah Razzaq, Integrating phosphoproteomic time series data into prior knowledge networks, LS2N - Laboratoire des Sciences du Numérique de Nantes, CNRS, ECN, Dec 2018.
https://tel.archives-ouvertes.fr/tel-02021019