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M. Jirstrand · SciRah

Researcher profile · Semantic Scholar

M. Jirstrand

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M. Jirstrand — researcher profile on SciRah

h-index: 27
Works: 137
Citations: 3,039

Most-cited papers

A Performance Evaluation of Federated Learning Algorithms
Adrian Nilsson, Simon Smith, G. Ulm, E. Gustavsson +1 more
2018DIDL@Middleware337 citations Open access
Semantic Scholar
Kinetic models in industrial biotechnology - Improving cell factory performance.
J. Almquist, M. Cvijovic, V. Hatzimanikatis, Jens C. O. Nielsen +1 more
2014Metabolic Engineering298 citations Open access
Semantic Scholar
Comparison of approaches for parameter identifiability analysis of biological systems
A. Raue, J. Karlsson, M. Saccomani, M. Jirstrand +1 more
2014Bioinform.202 citations Open access
Semantic Scholar
An Efficient Method for Structural Identifiability Analysis of Large Dynamic Systems
J. Karlsson, M. Anguelova, M. Jirstrand
2012155 citations Open access
Semantic Scholar
Multi-objective constrained Bayesian optimization for structural design
Alexandre Mathern, Olof Skogby Steinholtz, A. Sjöberg, Magnus Önnheim +4 more
2020Structural And Multidisciplinary Optimization82 citations Open access
Semantic Scholar
Minimal output sets for identifiability.
M. Anguelova, J. Karlsson, M. Jirstrand
2012Mathematical Biosciences79 citations Open access
Semantic Scholar
Artificial Intelligence for Hospital Health Care: Application Cases and Answers to Challenges in European Hospitals
M. Klumpp, Marcus Hintze, Milla Immonen, Francisco Ródenas-Rigla +14 more
2021Healthcare62 citations Open access
Semantic Scholar
Bile canalicular dynamics in hepatocyte sandwich cultures
R. Reif, J. Karlsson, Georgia Günther, Lynette Beattie +8 more
2015Archives of Toxicology53 citations
Semantic Scholar
Root cause analysis of failures and quality deviations in manufacturing using machine learning
A. Lokrantz, E. Gustavsson, M. Jirstrand
201852 citations Open access
Semantic Scholar
Yeast AMP-activated Protein Kinase Monitors Glucose Concentration Changes and Absolute Glucose Levels*
Loubna Bendrioua, M. Smedh, J. Almquist, M. Cvijovic +4 more
2014Journal of Biological Chemistry46 citations Open access
Semantic Scholar
Parameter Identifiability of Fundamental Pharmacodynamic Models
David L. I. Janzén, L. Bergenholm, M. Jirstrand, J. Parkinson +3 more
2016Frontiers in Physiology45 citations Open access
Semantic Scholar
Stochastic differential equations as a tool to regularize the parameter estimation problem for continuous time dynamical systems given discrete time measurements.
J. Leander, T. Lundh, M. Jirstrand
2014Mathematical Biosciences45 citations Open access
Semantic Scholar
Heterogeneous kinetics of AKT signaling in individual cells are accounted for by variable protein concentration
R. Meyer, L. D'Alessandro, S. Kar, Bernhard A. Kramer +11 more
2012Front. Physio.45 citations Open access
Semantic Scholar
Bridging the gaps in systems biology
M. Cvijovic, J. Almquist, Jonas Hagmar, S. Hohmann +15 more
2014Zeitschrift für Induktive Abstammungs- und Vererbungslehre44 citations
Semantic Scholar
A method for zooming of nonlinear models of biochemical systems
Mikael Sunnåker, G. Cedersund, M. Jirstrand
2011BMC Systems Biology44 citations Open access
Semantic Scholar
Mixed Effects Modeling Using Stochastic Differential Equations: Illustrated by Pharmacokinetic Data of Nicotinic Acid in Obese Zucker Rats
J. Leander, J. Almquist, Christine Ahlström, J. Gabrielsson +1 more
2015AAPS Journal41 citations Open access
Semantic Scholar
Using sensitivity equations for computing gradients of the FOCE and FOCEI approximations to the population likelihood
J. Almquist, J. Leander, M. Jirstrand
2015Journal of Pharmacokinetics and Pharmacodynamics35 citations Open access
Semantic Scholar
A Nonlinear Mixed Effects Approach for Modeling the Cell-To-Cell Variability of Mig1 Dynamics in Yeast
J. Almquist, Loubna Bendrioua, C. Adiels, M. Goksör +2 more
2015PLoS ONE32 citations Open access
Semantic Scholar
Dose-Response-Time Data Analysis: An Underexploited Trinity
J. Gabrielsson, R. Andersson, M. Jirstrand, S. Hjorth
2018Pharmacological Reviews29 citations Open access
Semantic Scholar
Three novel approaches to structural identifiability analysis in mixed-effects models
David L. I. Janzén, M. Jirstrand, M. Chappell, N. Evans
2016Comput. Methods Programs Biomed.24 citations
Semantic Scholar
Natural language processing methods for knowledge management—Applying document clustering for fast search and grouping of engineering documents
Ívar Örn Arnarsson, Otto Frost, E. Gustavsson, M. Jirstrand +1 more
2021Concurrent Engineering - Research and Applications22 citations Open access
Semantic Scholar
Functional Federated Learning in Erlang (ffl-erl)
G. Ulm, E. Gustavsson, M. Jirstrand
2018Workshop on Functional and Constraint Logic Programming21 citations Open access
Semantic Scholar
Tumor Static Concentration Curves in Combination Therapy
Tim Cardilin, J. Almquist, M. Jirstrand, A. Sostelly +3 more
2016AAPS Journal21 citations Open access
Semantic Scholar
Challenge model of TNFα turnover at varying LPS and drug provocations
F. Held, E. Hoppe, M. Cvijovic, M. Jirstrand +1 more
2019Journal of Pharmacokinetics and Pharmacodynamics19 citations Open access
Semantic Scholar
Online geometry assurance in individualized production by feedback control and model calibration of digital twins
A. Sjöberg, Magnus Önnheim, Otto Frost, Constantin Cronrath +3 more
2023Journal of manufacturing systems17 citations Open access
Semantic Scholar
Supporting Knowledge Re-Use with Effective Searches of Related Engineering Documents - A Comparison of Search Engine and Natural Language Processing-Based Algorithms
Ívar Örn Arnarsson, Otto Frost, E. Gustavsson, Daniel Stenholm +2 more
2019Proceedings of the Design Society17 citations Open access
Semantic Scholar
SKA science data challenge 2: analysis and results
P. Hartley, A. Bonaldi, R. Braun, J. Aditya +104 more
2023Monthly notices of the Royal Astronomical Society15 citations Open access
Semantic Scholar
OODIDA: On-Board/Off-Board Distributed Real-Time Data Analytics for Connected Vehicles
G. Ulm, Simon Smith, Adrian Nilsson, E. Gustavsson +1 more
2019Data Science and Engineering15 citations Open access
Semantic Scholar
Model‐Based Evaluation of Radiation and Radiosensitizing Agents in Oncology
Tim Cardilin, J. Almquist, M. Jirstrand, A. Zimmermann +2 more
2017CPT: Pharmacometrics & Systems Pharmacology13 citations Open access
Semantic Scholar
Plastic Extrusion Process Optimization by Digital Twins
A. Sarishvili, Daniel Just, K. Moser, A. Wirsen +2 more
2021Chemie Ingenieur Technik11 citations Open access
Semantic Scholar
OODIDA: On-board/Off-board Distributed Data Analytics for Connected Vehicles
G. Ulm, E. Gustavsson, M. Jirstrand
2019arXiv.org11 citations
Semantic Scholar
Modeling long-term tumor growth and kill after combinations of radiation and radiosensitizing agents
Tim Cardilin, J. Almquist, M. Jirstrand, A. Zimmermann +3 more
2019Cancer Chemotherapy and Pharmacology11 citations Open access
Semantic Scholar
Modeling of free fatty acid dynamics: insulin and nicotinic acid resistance under acute and chronic treatments
R. Andersson, Tobias Kroon, J. Almquist, M. Jirstrand +4 more
2017Journal of Pharmacokinetics and Pharmacodynamics11 citations Open access
Semantic Scholar
Nonlinear Mixed Effects Modeling of Deterministic and Stochastic Dynamical Systems in Wolfram Mathematica
J. Leander, J. Almquist, Anna Johnning, Julia Larsson +1 more
2021IFAC-PapersOnLine10 citations Open access
Semantic Scholar
MCMC Correction of Score-Based Diffusion Models for Model Composition
A. Sjöberg, Jakob Lindqvist, Magnus Önnheim, M. Jirstrand +1 more
2023Entropy9 citations Open access
Semantic Scholar
Federated Learning of Deep Neural Decision Forests
A. Sjöberg, E. Gustavsson, A. Koppisetty, M. Jirstrand
2019International Conference on Machine Learning, Optimization, and Data Science9 citations
Semantic Scholar
Exact Gradients Improve Parameter Estimation in Nonlinear Mixed Effects Models with Stochastic Dynamics
Helga Kristin Olafsdottir, J. Leander, J. Almquist, M. Jirstrand
2018AAPS Journal9 citations Open access
Semantic Scholar
Design analytics is the answer, but what questions would product developers like to have answered?
Ívar Örn Arnarsson, E. Gustavsson, J. Malmqvist, M. Jirstrand
20179 citations
Semantic Scholar
Model‐based prediction of progression‐free survival for combination therapies in oncology
Marcus Baaz, Tim Cardilin, M. Jirstrand
2023CPT: Pharmacometrics & Systems Pharmacology8 citations Open access
Semantic Scholar
Architecture-Aware Bayesian Optimization for Neural Network Tuning
A. Sjöberg, Magnus Önnheim, E. Gustavsson, M. Jirstrand
2019International Conference on Artificial Neural Networks8 citations
Semantic Scholar
Joint Feedback Analysis Modeling of Nonesterified Fatty Acids in Obese Zucker Rats and Normal Sprague–Dawley Rats after Different Routes of Administration of Nicotinic Acid
S. Tapani, J. Almquist, J. Leander, Christine Ahlström +3 more
2014Journal of Pharmacy and Science8 citations Open access
Semantic Scholar
Maxsim2 - Real-time interactive simulations for computer-assisted teaching of pharmacokinetics and pharmacodynamics
J. Gabrielsson, Kristoffer Andersson, Gunnar Tobin, C. Ingvast-Larsson +1 more
2014Comput. Methods Programs Biomed.8 citations Open access
Semantic Scholar
A continuous-time adaptive particle filter for estimations under measurement time uncertainties with an application to a plasma-leucine mixed effects model
Annette Krengel, J. Hauth, M. Taskinen, M. Adiels +1 more
2013BMC Systems Biology8 citations Open access
Semantic Scholar
An integrative pharmacokinetic-cardiovascular physiology modelling approach based on in vivo dog studies including five reference compounds.
Mikael Wallman, J. Borghardt, E. Martel, Nicolas Pairet +2 more
2022Journal of pharmacological and toxicological methods7 citations
Semantic Scholar
Extending existing structural identifiability analysis methods to mixed-effects models.
David L. I. Janzén, M. Jirstrand, M. Chappell, N. Evans
2018Mathematical Biosciences7 citations Open access
Semantic Scholar
Abstracts for American conference on pharmacometrics 2017 (ACoP8)
Helga Kristin Olafsdottir, J. Leander, J. Almquist, M. Jirstrand
2017Journal of Pharmacokinetics and Pharmacodynamics7 citations Open access
Semantic Scholar
Towards Big-Data Analysis of Deviation and Error Reports in Product Development Projects
Ívar Örn Arnarsson, J. Malmqvist, E. Gustavsson, M. Jirstrand
20167 citations
Semantic Scholar
Identification of metabotypes in complex biological data using tensor decomposition
V. Skantze, Mikael Wallman, A. Sandberg, R. Landberg +2 more
2022Chemometrics and Intelligent Laboratory Systems6 citations Open access
Semantic Scholar
A stochastic mixed effects model to assess treatment effects and fluctuations in home‐measured peak expiratory flow and the association with exacerbation risk in asthma
J. Leander, M. Jirstrand, U. Eriksson, R. Palmer
2021CPT: Pharmacometrics & Systems Pharmacology6 citations Open access
Semantic Scholar
Modeling industrial engineering change processes using the design structure matrix for sequence analysis: a comparison of multiple projects
Ívar Örn Arnarsson, E. Gustavsson, M. Jirstrand, J. Malmqvist
2020Design Science6 citations Open access
Semantic Scholar

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