Jirstrand, Mats

Systems biology toolbox for matlab: a computational platform for research in systems biology

Schmidt, H., & Jirstrand, M. (2006) · Bioinformatics

Gene Regulatory Network AnalysisMicrobial Metabolic Engineering and Bioproduction

Cited by 473

A Performance Evaluation of Federated Learning Algorithms

Nilsson, A., Smith, S., Ulm, G., Gustavsson, E., & Jirstrand, M. (2018) · Proceedings of the Second Workshop on Distributed Infrastructures for Deep Learning

Privacy-Preserving Technologies in DataStochastic Gradient Optimization Techniques

Cited by 328

Parameter Identifiability of Fundamental Pharmacodynamic Models

Janzén, D. L. I., Bergenholm, L., Jirstrand, M., Parkinson, J., Yates, J., Evans, N. D., & Chappell, M. J. (2016) · Frontiers in Physiology

Control Systems and IdentificationStatistical Methods in Clinical Trials

Cited by 44

Bridging the gaps in systems biology

Cvijovic, M., Almquist, J., Hagmar, J., Hohmann, S., Kaltenbach, H.-M., Klipp, E., Krantz, M., Mendes, P., Nelander, S., Nielsen, J., et al. (2014) · Molecular Genetics and Genomics

Gene Regulatory Network AnalysisBioinformatics and Genomic Networks

Cited by 40

Three novel approaches to structural identifiability analysis in mixed-effects models

Janzén, D. L. I., Jirstrand, M., Chappell, M. J., & Evans, N. D. (2019) · Computer Methods and Programs in Biomedicine

Control Systems and IdentificationStatistical and numerical algorithms

Cited by 21

Confidence-based prediction of antibiotic resistance at the patient level

Inda-Díaz, J. S., Johnning, A., Hessel, M., Sjöberg, A., Lokrantz, A., Helldal, L., Jirstrand, M., Svensson, L., & Kristiansson, E. (2026) · mBio

Antibiotic Use and ResistanceBacterial Identification and Susceptibility Testing

Cited by 7