Jiří Kofránek
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Jiří Kofránek has a total of 60 co-authors. Here are the top co-authors by number of shared publications:
- Marek Matejak
Institute of Pathological Physiology, First Faculty of Medicine, Charles University in Prague, Czech Republic
7 shared publications - Tomáš Kulhánek
Institute of Pathological Physiology, First Faculty of Medicine, Charles University in Prague, Czech Republic
5 shared publications - Filip Ježek
Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI, USA
3 shared publications - Jan Bruthans
Department of Biomedical Technology, Faculty of Biomedical Engineering, Czech Technical University in Prague, Kladno, Czech Republic
3 shared publications - Jan Rusz
Department of Circuit Theory, Faculty of Electrical Engineering, Czech Technical University in Prague, Prague, Czech Republic
3 shared publications Jan Silar
Institute of Pathological Physiology, First Faculty of Medicine, Charles University in Prague, Czech Republic
3 shared publications
Latest Publications
- Open Access
- 3 March 2023
- Published by JMIR Publications Inc. in JMIR Formative Research
- Vol. 7 (1) , e41575
Improving Implementation of an Electronic Prescription System for COVID-19 Vaccination in the Czech Republic: Process Modeling Approach
Background: It is very difficult to find a consensus that will be accepted by most players when creating health care legislation. The Czech electronic prescription system was launched in 2011 and new functions were introduced in 2018. To ensure that these functions will not conflict with any other existing law, a process modeling tool based on the patent “Method and system for automated requirements modeling” was used successfully in the Czech Republic for the first time. Objective: The aim of this project was to develop another successful application of process modeling to add COVID-19 vaccination records to the existing electronic prescription system. Methods: The method employed was based on the mathematical theory of hierarchical state diagrams and process models. In the first step, sketches that record the results of informal discussions, interviews, meetings, and workshops were prepared. Subsequently, the architecture containing the main participants and their high-level interactions was drafted. Finally, detailed process diagrams were drawn. Each semiresult was discussed with all involved team members and stakeholders to incorporate all comments. By repeating this procedure, individual topics were gradually resolved and the areas of discussion were narrowed down until reaching complete agreement. Results: This method proved to be faster, clearer, and significantly simpler than other methods. Owing to the use of graphic tools and symbols, the risk of errors, inaccuracies, and misunderstandings was significantly reduced. The outcome was used as an annex to the bill in the legislative process. One of the main benefits of this approach is gaining a higher level of understanding for all parties involved (ie, legislators, the medical community, patient organizations, and information technology professionals). The process architecture model in a form of a graphic scheme has proven to be a valuable communication platform and facilitated negotiation between stakeholders. Moreover, this model helped to avoid several inconsistencies that appeared during workshops and discussions. Our method worked successfully even when participants were from different knowledge areas. Conclusions: The vaccination record process model was drafted in 3 weeks and it took a total of 2 months to pass the bill. In comparison, the initial introduction of the electronic prescription system using conventional legislative methods took over 1 year, involving immediate creation of a text with legislative intent, followed by paragraph-by-section wording of the legislation that was commented on directly. These steps are repeated over and over, as any change in any part of the text has to be checked and rechecked within the entire document. Compared with conventional methods, we have shown that using our method for the process of modification of legislation related to such a complex issue as the integration of COVID-19 vaccination into an electronic prescription model significantly simplifies the preparation of a legislative standard.
- 3 March 2023
- Published by JMIR Publications Inc. in JMIR Formative Research
- Vol. 7 (1) , e41575
Open AccessImproving Implementation of an Electronic Prescription System for COVID-19 Vaccination in the Czech Republic: Process Modeling Approach
Background: It is very difficult to find a consensus that will be accepted by most players when creating health care legislation. The Czech electronic prescription system was launched in 2011 and new functions were introduced in 2018. To ensure that these functions will not conflict with any other existing law, a process modeling tool based on the patent “Method and system for automated requirements modeling” was used successfully in the Czech Republic for the first time. Objective: The aim of this project was to develop another successful application of process modeling to add COVID-19 vaccination records to the existing electronic prescription system. Methods: The method employed was based on the mathematical theory of hierarchical state diagrams and process models. In the first step, sketches that record the results of informal discussions, interviews, meetings, and workshops were prepared. Subsequently, the architecture containing the main participants and their high-level interactions was drafted. Finally, detailed process diagrams were drawn. Each semiresult was discussed with all involved team members and stakeholders to incorporate all comments. By repeating this procedure, individual topics were gradually resolved and the areas of discussion were narrowed down until reaching complete agreement. Results: This method proved to be faster, clearer, and significantly simpler than other methods. Owing to the use of graphic tools and symbols, the risk of errors, inaccuracies, and misunderstandings was significantly reduced. The outcome was used as an annex to the bill in the legislative process. One of the main benefits of this approach is gaining a higher level of understanding for all parties involved (ie, legislators, the medical community, patient organizations, and information technology professionals). The process architecture model in a form of a graphic scheme has proven to be a valuable communication platform and facilitated negotiation between stakeholders. Moreover, this model helped to avoid several inconsistencies that appeared during workshops and discussions. Our method worked successfully even when participants were from different knowledge areas. Conclusions: The vaccination record process model was drafted in 3 weeks and it took a total of 2 months to pass the bill. In comparison, the initial introduction of the electronic prescription system using conventional legislative methods took over 1 year, involving immediate creation of a text with legislative intent, followed by paragraph-by-section wording of the legislation that was commented on directly. These steps are repeated over and over, as any change in any part of the text has to be checked and rechecked within the entire document. Compared with conventional methods, we have shown that using our method for the process of modification of legislation related to such a complex issue as the integration of COVID-19 vaccination into an electronic prescription model significantly simplifies the preparation of a legislative standard.
- 16 December 2022
- Published by Creative Connections s.r.o.
- Vol. 34 (1) , 26-36
JAK PROBUDIT SPÍCÍHO OBRA: ZKUŠENOSTI A PERSPEKTIVY MEZIOBOROVÉ KOOPERATIVNÍ SPOLUPRÁCE
Univerzity jsou přirozeným zdrojem mezioborové spolupráce a mezioborová spolupráce je významným zdrojem inovací, jejichž rozvoj potencuje zakládání malých inovačních firem při univerzitách a spolupráce s vývojovými podniky. Mezifakultní a meziuniverzitní spolupráce v České republice je však zatím nedostatečná a neodpovídá potenciálním možnostem, které univerzity mají. Obrazně tak připomínají spícího obra, který čeká na probuzení. Vzbudit ho ale může pouze aktivita zdola. Nikdo jiný, než učitelé a studenti našich Alma Mater to za ně neudělá.
- 16 December 2022
- Published by Creative Connections s.r.o.
- Vol. 34 (1) , 26-36
JAK PROBUDIT SPÍCÍHO OBRA: ZKUŠENOSTI A PERSPEKTIVY MEZIOBOROVÉ KOOPERATIVNÍ SPOLUPRÁCE
Univerzity jsou přirozeným zdrojem mezioborové spolupráce a mezioborová spolupráce je významným zdrojem inovací, jejichž rozvoj potencuje zakládání malých inovačních firem při univerzitách a spolupráce s vývojovými podniky. Mezifakultní a meziuniverzitní spolupráce v České republice je však zatím nedostatečná a neodpovídá potenciálním možnostem, které univerzity mají. Obrazně tak připomínají spícího obra, který čeká na probuzení. Vzbudit ho ale může pouze aktivita zdola. Nikdo jiný, než učitelé a studenti našich Alma Mater to za ně neudělá.
- 16 December 2022
- Published by Creative Connections s.r.o.
- Vol. 34 (1) , 45-49
EGOLEM, DIGITÁLNÍ SIMULÁTOR PACIENTA
Vyvinuli jsme simulátor virtuálního pacienta, který se skládá z figuríny pacienta, která dýchá, makety přístroje ECMO, která se chová jako reálný přístroj a webového simulátoru, který jednak ukazuje co se děje uvnitř pacienta, posílá a přijímá údaje z makety přístroje ECMO a posílá a přijímá údaje z figuríny virtuálního pacienta. Matematický model za simulátorem řídí dýchání figuríny. Máme implementovaný model přenosu krevních plynů a webový simulátor ukazuje vliv selhávání plic a srdce na koncentrace rozpuštěných krevních plynů v těle a vliv léčby přístroje ECMO.
- 16 December 2022
- Published by Creative Connections s.r.o.
- Vol. 34 (1) , 45-49
EGOLEM, DIGITÁLNÍ SIMULÁTOR PACIENTA
Vyvinuli jsme simulátor virtuálního pacienta, který se skládá z figuríny pacienta, která dýchá, makety přístroje ECMO, která se chová jako reálný přístroj a webového simulátoru, který jednak ukazuje co se děje uvnitř pacienta, posílá a přijímá údaje z makety přístroje ECMO a posílá a přijímá údaje z figuríny virtuálního pacienta. Matematický model za simulátorem řídí dýchání figuríny. Máme implementovaný model přenosu krevních plynů a webový simulátor ukazuje vliv selhávání plic a srdce na koncentrace rozpuštěných krevních plynů v těle a vliv léčby přístroje ECMO.
- 16 December 2022
- Published by Creative Connections s.r.o.
- Vol. 34 (1) , 20-25
UNIVERZÁLNÍ A PŘESTO JEDNODUCHÝ – ORGPAD POHLEDEM UŽIVATELE A TVŮRCŮ
OrgPad je nový webový nástroj pro tvorbu, prohlížení a sdílení kontextových map. Článek popisuje OrgPad z pohledu nového uživatele a pohledem jeho tvůrců.
- 16 December 2022
- Published by Creative Connections s.r.o.
- Vol. 34 (1) , 20-25
UNIVERZÁLNÍ A PŘESTO JEDNODUCHÝ – ORGPAD POHLEDEM UŽIVATELE A TVŮRCŮ
OrgPad je nový webový nástroj pro tvorbu, prohlížení a sdílení kontextových map. Článek popisuje OrgPad z pohledu nového uživatele a pohledem jeho tvůrců.
- Open Access
- 31 July 2022
- Published by JMIR Publications Inc. in JMIR Preprints
Improving Implementation of an Electronic Prescription System for COVID-19 Vaccination in the Czech Republic: Process Modeling Approach (Preprint)
BACKGROUND It is very difficult to find a consensus that will be accepted by most players when creating health care legislation. The Czech electronic prescription system was launched in 2011 and new functions were introduced in 2018. To ensure that these functions will not conflict with any other existing law, a process modeling tool based on the patent “Method and system for automated requirements modeling” was used successfully in the Czech Republic for the first time. OBJECTIVE The aim of this project was to develop another successful application of process modeling to add COVID-19 vaccination records to the existing electronic prescription system. METHODS The method employed was based on the mathematical theory of hierarchical state diagrams and process models. In the first step, sketches that record the results of informal discussions, interviews, meetings, and workshops were prepared. Subsequently, the architecture containing the main participants and their high-level interactions was drafted. Finally, detailed process diagrams were drawn. Each semiresult was discussed with all involved team members and stakeholders to incorporate all comments. By repeating this procedure, individual topics were gradually resolved and the areas of discussion were narrowed down until reaching complete agreement. RESULTS This method proved to be faster, clearer, and significantly simpler than other methods. Owing to the use of graphic tools and symbols, the risk of errors, inaccuracies, and misunderstandings was significantly reduced. The outcome was used as an annex to the bill in the legislative process. One of the main benefits of this approach is gaining a higher level of understanding for all parties involved (ie, legislators, the medical community, patient organizations, and information technology professionals). The process architecture model in a form of a graphic scheme has proven to be a valuable communication platform and facilitated negotiation between stakeholders. Moreover, this model helped to avoid several inconsistencies that appeared during workshops and discussions. Our method worked successfully even when participants were from different knowledge areas. CONCLUSIONS The vaccination record process model was drafted in 3 weeks and it took a total of 2 months to pass the bill. In comparison, the initial introduction of the electronic prescription system using conventional legislative methods took over 1 year, involving immediate creation of a text with legislative intent, followed by paragraph-by-section wording of the legislation that was commented on directly. These steps are repeated over and over, as any change in any part of the text has to be checked and rechecked within the entire document. Compared with conventional methods, we have shown that using our method for the process of modification of legislation related to such a complex issue as the integration of COVID-19 vaccination into an electronic prescription model significantly simplifies the preparation of a legislative standard.
- 31 July 2022
- Published by JMIR Publications Inc. in JMIR Preprints
Open AccessImproving Implementation of an Electronic Prescription System for COVID-19 Vaccination in the Czech Republic: Process Modeling Approach (Preprint)
BACKGROUND It is very difficult to find a consensus that will be accepted by most players when creating health care legislation. The Czech electronic prescription system was launched in 2011 and new functions were introduced in 2018. To ensure that these functions will not conflict with any other existing law, a process modeling tool based on the patent “Method and system for automated requirements modeling” was used successfully in the Czech Republic for the first time. OBJECTIVE The aim of this project was to develop another successful application of process modeling to add COVID-19 vaccination records to the existing electronic prescription system. METHODS The method employed was based on the mathematical theory of hierarchical state diagrams and process models. In the first step, sketches that record the results of informal discussions, interviews, meetings, and workshops were prepared. Subsequently, the architecture containing the main participants and their high-level interactions was drafted. Finally, detailed process diagrams were drawn. Each semiresult was discussed with all involved team members and stakeholders to incorporate all comments. By repeating this procedure, individual topics were gradually resolved and the areas of discussion were narrowed down until reaching complete agreement. RESULTS This method proved to be faster, clearer, and significantly simpler than other methods. Owing to the use of graphic tools and symbols, the risk of errors, inaccuracies, and misunderstandings was significantly reduced. The outcome was used as an annex to the bill in the legislative process. One of the main benefits of this approach is gaining a higher level of understanding for all parties involved (ie, legislators, the medical community, patient organizations, and information technology professionals). The process architecture model in a form of a graphic scheme has proven to be a valuable communication platform and facilitated negotiation between stakeholders. Moreover, this model helped to avoid several inconsistencies that appeared during workshops and discussions. Our method worked successfully even when participants were from different knowledge areas. CONCLUSIONS The vaccination record process model was drafted in 3 weeks and it took a total of 2 months to pass the bill. In comparison, the initial introduction of the electronic prescription system using conventional legislative methods took over 1 year, involving immediate creation of a text with legislative intent, followed by paragraph-by-section wording of the legislation that was commented on directly. These steps are repeated over and over, as any change in any part of the text has to be checked and rechecked within the entire document. Compared with conventional methods, we have shown that using our method for the process of modification of legislation related to such a complex issue as the integration of COVID-19 vaccination into an electronic prescription model significantly simplifies the preparation of a legislative standard.
- Open Access
- 3 July 2019
- Published by JMIR Publications Inc. in Journal of Medical Internet Research
- Vol. 21 (7) , e14160
Development of In-Browser Simulators for Medical Education: Introduction of a Novel Software Toolchain
Journal of Medical Internet Research - International Scientific Journal for Medical Research, Information and Communication on the Internet #Preprint #PeerReviewMe: Warning: This is a unreviewed preprint. Readers are warned that the document has not been peer-reviewed by expert/patient reviewers or an academic editor, may contain misleading claims, and is likely to undergo changes before final publication, if accepted, or may have been rejected/withdrawn. Readers with interest and expertise are encouraged to sign up as peer-reviewer, if the paper is within an open peer-review period. Please cite this preprint only for review purposes or for grant applications and CVs (if you are the author). Background: Simulators for use in teaching are interactive applications composed of a mathematical model of the system under study and a graphical user interface that allows the user to control the model inputs and visualize the model results in an intuitive and educational way. Well-designed simulators promote active learning, enhance problem-solving skills, and encourage collaboration and small group discussion. However, creating simulators for teaching purposes is a challenging process that requires many contributors including educators, modelers, graphic designers and programmers. The availability of a toolchain of user-friendly software tools for building simulators can facilitate this complex task. Objective: The purpose of this work is to develop an open source toolchain of software tools termed Bodylight.js that will facilitate the creation of browser-based, client-side simulators for teaching purposes which are platform independent, do not require any installation, and can work offline. The toolchain interconnects state-of-the-art modeling tools with current web technologies and is designed to be resilient to future changes in the software ecosystem. Methods: We utilized several open source web technologies, namely WebAssembly and JavaScript, combined with the power of the Modelica modelling language and deployed them on the web with interactive animations built with Adobe Animate. Results: Models are implemented in Modelica language using either OpenModelica or Dymola and exported to a standardised Functional Mock-up Unit (FMU) to ensure future compatibility. The C code from the FMU is further compiled to WebAssembly using Emscripten. Industry standard Adobe Animate is used to create interactive animations. A new tool called Bodylight.js Composer was developed for the toolchain that enables one to create the final simulator by composing the graphical user interface using animations, plots and control elements in a drag-and-drop style, and bind them to the model variables. The resulting simulators are standalone HTML files including Javascript and WebAssembly. Several simulators for use in physiology education were created using the Bodylight.js toolchain and have been received with general acclaim by teachers and students alike, thus validating our approach. One of simulators, the Nephron simulator, is presented in this paper. Bodylight.js is licensed under GPL 3.0 and is free for anyone to use. Conclusions: Bodylight.js enabled us to effectively develop teaching simulators. Armed with this technology we intend to focus on the development of new simulators and interactive textbooks for educating medical students. Bodylight.js usage is not constrained to developing simulators for teaching physiology and can facilitate development of simulators for teaching complex topics in a variety of different fields.
- 3 July 2019
- Published by JMIR Publications Inc. in Journal of Medical Internet Research
- Vol. 21 (7) , e14160
Open AccessDevelopment of In-Browser Simulators for Medical Education: Introduction of a Novel Software Toolchain
Journal of Medical Internet Research - International Scientific Journal for Medical Research, Information and Communication on the Internet #Preprint #PeerReviewMe: Warning: This is a unreviewed preprint. Readers are warned that the document has not been peer-reviewed by expert/patient reviewers or an academic editor, may contain misleading claims, and is likely to undergo changes before final publication, if accepted, or may have been rejected/withdrawn. Readers with interest and expertise are encouraged to sign up as peer-reviewer, if the paper is within an open peer-review period. Please cite this preprint only for review purposes or for grant applications and CVs (if you are the author). Background: Simulators for use in teaching are interactive applications composed of a mathematical model of the system under study and a graphical user interface that allows the user to control the model inputs and visualize the model results in an intuitive and educational way. Well-designed simulators promote active learning, enhance problem-solving skills, and encourage collaboration and small group discussion. However, creating simulators for teaching purposes is a challenging process that requires many contributors including educators, modelers, graphic designers and programmers. The availability of a toolchain of user-friendly software tools for building simulators can facilitate this complex task. Objective: The purpose of this work is to develop an open source toolchain of software tools termed Bodylight.js that will facilitate the creation of browser-based, client-side simulators for teaching purposes which are platform independent, do not require any installation, and can work offline. The toolchain interconnects state-of-the-art modeling tools with current web technologies and is designed to be resilient to future changes in the software ecosystem. Methods: We utilized several open source web technologies, namely WebAssembly and JavaScript, combined with the power of the Modelica modelling language and deployed them on the web with interactive animations built with Adobe Animate. Results: Models are implemented in Modelica language using either OpenModelica or Dymola and exported to a standardised Functional Mock-up Unit (FMU) to ensure future compatibility. The C code from the FMU is further compiled to WebAssembly using Emscripten. Industry standard Adobe Animate is used to create interactive animations. A new tool called Bodylight.js Composer was developed for the toolchain that enables one to create the final simulator by composing the graphical user interface using animations, plots and control elements in a drag-and-drop style, and bind them to the model variables. The resulting simulators are standalone HTML files including Javascript and WebAssembly. Several simulators for use in physiology education were created using the Bodylight.js toolchain and have been received with general acclaim by teachers and students alike, thus validating our approach. One of simulators, the Nephron simulator, is presented in this paper. Bodylight.js is licensed under GPL 3.0 and is free for anyone to use. Conclusions: Bodylight.js enabled us to effectively develop teaching simulators. Armed with this technology we intend to focus on the development of new simulators and interactive textbooks for educating medical students. Bodylight.js usage is not constrained to developing simulators for teaching physiology and can facilitate development of simulators for teaching complex topics in a variety of different fields.
- Open Access
- 27 March 2019
- Published by JMIR Publications Inc. in JMIR Preprints
Development of In-Browser Simulators for Medical Education: Introduction of a Novel Software Toolchain (Preprint)
BACKGROUND Simulators used in teaching are interactive applications comprising a mathematical model of the system under study and a graphical user interface (GUI) that allows the user to control the model inputs and visualize the model results in an intuitive and educational way. Well-designed simulators promote active learning, enhance problem-solving skills, and encourage collaboration and small group discussion. However, creating simulators for teaching purposes is a challenging process that requires many contributors including educators, modelers, graphic designers, and programmers. The availability of a toolchain of user-friendly software tools for building simulators can facilitate this complex task. OBJECTIVE This paper aimed to describe an open-source software toolchain termed Bodylight.js that facilitates the creation of browser-based client-side simulators for teaching purposes, which are platform independent, do not require any installation, and can work offline. The toolchain interconnects state-of-the-art modeling tools with current Web technologies and is designed to be resilient to future changes in the software ecosystem. METHODS We used several open-source Web technologies, namely, WebAssembly and JavaScript, combined with the power of the Modelica modeling language and deployed them on the internet with interactive animations built using Adobe Animate. RESULTS Models are implemented in the Modelica language using either OpenModelica or Dassault Systèmes Dymola and exported to a standardized Functional Mock-up Unit (FMU) to ensure future compatibility. The C code from the FMU is further compiled to WebAssembly using Emscripten. Industry-standard Adobe Animate is used to create interactive animations. A new tool called Bodylight.js Composer was developed for the toolchain that enables one to create the final simulator by composing the GUI using animations, plots, and control elements in a drag-and-drop style and binding them to the model variables. The resulting simulators are stand-alone HyperText Markup Language files including JavaScript and WebAssembly. Several simulators for physiology education were created using the Bodylight.js toolchain and have been received with general acclaim by teachers and students alike, thus validating our approach. The Nephron, Circulation, and Pressure-Volume Loop simulators are presented in this paper. Bodylight.js is licensed under General Public License 3.0 and is free for anyone to use. CONCLUSIONS Bodylight.js enables us to effectively develop teaching simulators. Armed with this technology, we intend to focus on the development of new simulators and interactive textbooks for medical education. Bodylight.js usage is not limited to developing simulators for medical education and can facilitate the development of simulators for teaching complex topics in a variety of different fields.
- 27 March 2019
- Published by JMIR Publications Inc. in JMIR Preprints
Open AccessDevelopment of In-Browser Simulators for Medical Education: Introduction of a Novel Software Toolchain (Preprint)
BACKGROUND Simulators used in teaching are interactive applications comprising a mathematical model of the system under study and a graphical user interface (GUI) that allows the user to control the model inputs and visualize the model results in an intuitive and educational way. Well-designed simulators promote active learning, enhance problem-solving skills, and encourage collaboration and small group discussion. However, creating simulators for teaching purposes is a challenging process that requires many contributors including educators, modelers, graphic designers, and programmers. The availability of a toolchain of user-friendly software tools for building simulators can facilitate this complex task. OBJECTIVE This paper aimed to describe an open-source software toolchain termed Bodylight.js that facilitates the creation of browser-based client-side simulators for teaching purposes, which are platform independent, do not require any installation, and can work offline. The toolchain interconnects state-of-the-art modeling tools with current Web technologies and is designed to be resilient to future changes in the software ecosystem. METHODS We used several open-source Web technologies, namely, WebAssembly and JavaScript, combined with the power of the Modelica modeling language and deployed them on the internet with interactive animations built using Adobe Animate. RESULTS Models are implemented in the Modelica language using either OpenModelica or Dassault Systèmes Dymola and exported to a standardized Functional Mock-up Unit (FMU) to ensure future compatibility. The C code from the FMU is further compiled to WebAssembly using Emscripten. Industry-standard Adobe Animate is used to create interactive animations. A new tool called Bodylight.js Composer was developed for the toolchain that enables one to create the final simulator by composing the GUI using animations, plots, and control elements in a drag-and-drop style and binding them to the model variables. The resulting simulators are stand-alone HyperText Markup Language files including JavaScript and WebAssembly. Several simulators for physiology education were created using the Bodylight.js toolchain and have been received with general acclaim by teachers and students alike, thus validating our approach. The Nephron, Circulation, and Pressure-Volume Loop simulators are presented in this paper. Bodylight.js is licensed under General Public License 3.0 and is free for anyone to use. CONCLUSIONS Bodylight.js enables us to effectively develop teaching simulators. Armed with this technology, we intend to focus on the development of new simulators and interactive textbooks for medical education. Bodylight.js usage is not limited to developing simulators for medical education and can facilitate the development of simulators for teaching complex topics in a variety of different fields.
- 1 December 2018
- Published by Wolters Kluwer Health in Hypertension
- Vol. 72 (6) , 1407-1416
Testing Computer Models Predicting Human Responses to a High-Salt Diet
Recently, mathematical models of human integrative physiology, derived from Guyton’s classic 1972 model of the circulation, have been used to investigate potential mechanistic abnormalities mediating salt sensitivity and salt-induced hypertension. We performed validation testing of 2 of the most evolved derivatives of Guyton’s 1972 model, Quantitative Cardiovascular Physiology-2005 and HumMod-3.0.4, to determine whether the models accurately predict sodium balance and hemodynamic responses of normal subjects to increases in salt intake within the real-life range of salt intake in humans. Neither model, nor the 1972 Guyton model, accurately predicts the usual changes in sodium balance, cardiac output, and systemic vascular resistance that normally occur in response to clinically realistic increases in salt intake. Furthermore, although both contemporary models are extensions of the 1972 Guyton model, testing revealed major inconsistencies between model predictions with respect to sodium balance and hemodynamic responses of normal subjects to short-term and long-term salt loading. These results demonstrate significant limitations with the hypotheses inherent in the Guyton models regarding the usual regulation of sodium balance, cardiac output, and vascular resistance in response to increased salt intake in normal salt-resistant humans. Accurate understanding of the normal responses to salt loading is a prerequisite for accurately establishing abnormal responses to salt loading. Accordingly, the present results raise concerns about the interpretation of studies of salt sensitivity with the various Guyton models. These findings indicate a need for continuing development of alternative models that incorporate mechanistic concepts of blood pressure regulation fundamentally different from those in the 1972 Guyton model and its contemporary derivatives.
- 1 December 2018
- Published by Wolters Kluwer Health in Hypertension
- Vol. 72 (6) , 1407-1416
Testing Computer Models Predicting Human Responses to a High-Salt Diet
Recently, mathematical models of human integrative physiology, derived from Guyton’s classic 1972 model of the circulation, have been used to investigate potential mechanistic abnormalities mediating salt sensitivity and salt-induced hypertension. We performed validation testing of 2 of the most evolved derivatives of Guyton’s 1972 model, Quantitative Cardiovascular Physiology-2005 and HumMod-3.0.4, to determine whether the models accurately predict sodium balance and hemodynamic responses of normal subjects to increases in salt intake within the real-life range of salt intake in humans. Neither model, nor the 1972 Guyton model, accurately predicts the usual changes in sodium balance, cardiac output, and systemic vascular resistance that normally occur in response to clinically realistic increases in salt intake. Furthermore, although both contemporary models are extensions of the 1972 Guyton model, testing revealed major inconsistencies between model predictions with respect to sodium balance and hemodynamic responses of normal subjects to short-term and long-term salt loading. These results demonstrate significant limitations with the hypotheses inherent in the Guyton models regarding the usual regulation of sodium balance, cardiac output, and vascular resistance in response to increased salt intake in normal salt-resistant humans. Accurate understanding of the normal responses to salt loading is a prerequisite for accurately establishing abnormal responses to salt loading. Accordingly, the present results raise concerns about the interpretation of studies of salt sensitivity with the various Guyton models. These findings indicate a need for continuing development of alternative models that incorporate mechanistic concepts of blood pressure regulation fundamentally different from those in the 1972 Guyton model and its contemporary derivatives.
- Open Access
- 10 September 2018
- Published by Springer Nature in Theoretical Biology and Medical Modelling
- Vol. 15 (1) , 14
Modern and traditional approaches combined into an effective gray-box mathematical model of full-blood acid-base
The acidity of human body fluids, expressed by the pH, is physiologically regulated in a narrow range, which is required for the proper function of cellular metabolism. Acid-base disorders are common especially in intensive care, and the acid-base status is one of the vital clinical signs for the patient management. Because acid-base balance is connected to many bodily processes and regulations, complex mathematical models are needed to get insight into the mixed disorders and to act accordingly. The goal of this study is to develop a full-blood acid-base model, designed to be further integrated into more complex human physiology models. We have developed computationally simple and robust full-blood model, yet thorough enough to cover most of the common pathologies. Thanks to its simplicity and usage of Modelica language, it is suitable to be embedded within more elaborate systems. We achieved the simplification by a combination of behavioral Siggaard-Andersen’s traditional approach for erythrocyte modeling and the mechanistic Stewart’s physicochemical approach for plasma modeling. The resulting model is capable of providing variations in arterial pCO2, base excess, strong ion difference, hematocrit, plasma protein, phosphates and hemodilution/hemoconcentration, but insensitive to DPG and CO concentrations. This study presents a straightforward unification of Siggaard-Andersen’s and Stewart’s acid-base models. The resulting full-blood acid-base model is designed to be a core part of a complex dynamic whole-body acid-base and gas transfer model.
- 10 September 2018
- Published by Springer Nature in Theoretical Biology and Medical Modelling
- Vol. 15 (1) , 14
Open AccessModern and traditional approaches combined into an effective gray-box mathematical model of full-blood acid-base
The acidity of human body fluids, expressed by the pH, is physiologically regulated in a narrow range, which is required for the proper function of cellular metabolism. Acid-base disorders are common especially in intensive care, and the acid-base status is one of the vital clinical signs for the patient management. Because acid-base balance is connected to many bodily processes and regulations, complex mathematical models are needed to get insight into the mixed disorders and to act accordingly. The goal of this study is to develop a full-blood acid-base model, designed to be further integrated into more complex human physiology models. We have developed computationally simple and robust full-blood model, yet thorough enough to cover most of the common pathologies. Thanks to its simplicity and usage of Modelica language, it is suitable to be embedded within more elaborate systems. We achieved the simplification by a combination of behavioral Siggaard-Andersen’s traditional approach for erythrocyte modeling and the mechanistic Stewart’s physicochemical approach for plasma modeling. The resulting model is capable of providing variations in arterial pCO2, base excess, strong ion difference, hematocrit, plasma protein, phosphates and hemodilution/hemoconcentration, but insensitive to DPG and CO concentrations. This study presents a straightforward unification of Siggaard-Andersen’s and Stewart’s acid-base models. The resulting full-blood acid-base model is designed to be a core part of a complex dynamic whole-body acid-base and gas transfer model.
- 1 January 2017
- Published by Elsevier in Biocybernetics and Biomedical Engineering
- Vol. 37 (4) , 666-678
Lumped models of the cardiovascular system of various complexity
- 1 January 2017
- Published by Elsevier in Biocybernetics and Biomedical Engineering
- Vol. 37 (4) , 666-678
Lumped models of the cardiovascular system of various complexity