C Hernandez, M Thomas-Chollier, A Naldi… - Frontiers in …, 2020 - frontiersin.org
At the crossroad between biology and mathematical modeling, computational systems biology can contribute to a mechanistic understanding of high-level biological phenomenon …
Y Ahmed, AA Butchy, K Sayed, C Telmer… - arXiv preprint arXiv …, 2021 - arxiv.org
The automated assembly and extension of dynamic network models using information extracted from literature are challenging due to the amount and inconsistency in published …
The number of published results in biology and medicine is growing at an exceeding rate, and thus, extracting relevant information for building useful models is becoming very …
Y Ahmed, CA Telmer, G Zhou… - Frontiers in Systems …, 2024 - frontiersin.org
New discoveries and knowledge are summarized in thousands of published papers per year per scientific domain, making it incomprehensible for scientists to account for all available …
CA Telmer, K Sayed, A Butchy, KN Bocan… - Proceedings of the …, 2019 - dl.acm.org
The large amount of knowledge contained in the scientific literature can be mined using natural language processing and utilized to automatically construct models of complex …
Computational modeling serves many purposes in biomedical research. In addition to understanding mechanisms of normal healthy cell function, computational modeling also …
G Zhou, KW Liang, N Miskov-Zivanov - arXiv preprint arXiv:1902.03216, 2019 - arxiv.org
The sensitivity analysis of biological system models can significantly contribute to identifying and explaining influences of internal or external changes on model and its elements. We …