Kristian Soltesz’s research while affiliated with Lund University and other places

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Publications (80)


Real-time Bayesian Control of Reactive Brain Computer Interfaces
  • Article

January 2023

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2 Reads

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2 Citations

IFAC-PapersOnLine

Pex Tufvesson

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Martin Gemborn Nilsson

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Kristian Soltesz

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Historical Female Influencers in Automatic Control

January 2023

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14 Reads

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2 Citations

IFAC-PapersOnLine

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Ulrika Jönsson-Belyazid

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Eva Westin

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[...]

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Margret Bauer

Over the last century, many women have contributed to the field of control engineering. Nevertheless, women are generally in the minority. This article highlights the contribution of women since the inception of control engineering to highlight good exemples to coming generations. A repository of portraits of women in control engineering is currently being curated and made available through the website of Lund University. The main purpose is to provide role models for future generations of control engineers. This article describes the need for role models as a means to change the situation and attract more women to control engineering in the future. Two portraits in the repository – those of Irmgard Flügge-Lotz and Nina Thornhill – are presented here. Ideas on how to use this resource are provided.


Limitations of time-delayed case isolation in heterogeneous SIR models
  • Preprint
  • File available

September 2022

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19 Reads

Case isolation, that is, detection and isolation of infected individuals in order to prevent spread, is a strategy to curb infectious disease epidemics. Here, we study the efficiency of a case isolation strategy subject to time delays in terms of its ability to stabilize the epidemic spread in heterogeneous contact networks. For an SIR epidemic model, we characterize the stability boundary analytically and show how it depends on the time delay between infection and isolation as well as the heterogeneity of the inter-individual contact network, quantified by the variance in contact rates. We show that network heterogeneity accounts for a restricting correction factor to previously derived stability results for homogeneous SIR models (with uniform contact rates), which are therefore too optimistic on the relevant time scales. We illustrate the results and the underlying mechanisms through insightful numerical examples.

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A novel nonlinear afterload for ex vivo heart evaluation: Porcine experimental results

May 2022

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32 Reads

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4 Citations

Artificial Organs

Background: Existing working heart models for ex vivo functional evaluation of donor hearts often use cardiac afterloads made up of discrete resistive and compliant elements. This approach limits the practicality of independently controlling systolic and diastolic aortic pressure to safely test the heart under multiple loading conditions. We present and investigate a novel afterload concept designed to enable such control. Methods: Six ∼70 kg pig hearts were evaluated in vivo, then ex vivo in left-ventricular working mode using the presented afterload. Both in vivo and ex vivo, the hearts were evaluated at two exertion levels: at rest and following a 20 ug adrenaline bolus, while measuring aortic pressure and flow, left ventricular pressure and volume, and left atrial pressure. Results: The afterload gave aortic pressure waveforms that matched the general shape of the in vivo measurements. A wide range of physiological systolic pressures (93 to 160 mmHg) and diastolic pressures (73 to 113 mmHg) were generated by the afterload. Conclusions: With the presented afterload concept, multiple physiological loading conditions could be tested ex vivo, and compared with the corresponding in vivo data. An additional control loop from the set pressure limits to the measured systolic and diastolic aortic pressure is proposed to address discrepancies observed between the set limits and the measured pressures.


Figure 1. Daily incidence of telenursing calls for 2 chief complaints, COVID-19 hospitalizations, and laboratory-confirmed influenza plus reference data from before the COVID-19 pandemic, Östergötland County, Sweden. A) Telenursing calls per 100,000 population for chief complaints of cough by adult (blue line) and fever by adult (red line), February 20-June 30, 2020. B) COVID-19 hospitalizations per 100,000 population, February 20-June 30, 2020. C) Cases of laboratory-confirmed influenza per 100,000 population February 20-June 30, 2020 (black line). Light gray line indicates the average for cases of laboratoryconfirmed influenza in 2015-2019; dark gray shaded area is the corresponding range. D) Telenursing calls per 100,000 population for the chief complaint cough by adult in 2015-2019 (light grey line) with corresponding range (dark grey shaded area). E) Telenursing calls per 100,000 population for the chief complaint fever by adult in 2015-2019 (light grey line) with corresponding range (dark grey shaded area).
Nowcasting (Short-Term Forecasting) of COVID-19 Hospitalizations Using Syndromic Healthcare Data, Sweden, 2020

March 2022

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47 Reads

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9 Citations

Emerging Infectious Diseases

We report on local nowcasting (short-term forecasting) of coronavirus disease (COVID-19) hospitalizations based on syndromic (symptom) data recorded in regular healthcare routines in Östergötland County (population ≈465,000), Sweden, early in the pandemic, when broad laboratory testing was unavailable. Daily nowcasts were supplied to the local healthcare management based on analyses of the time lag between telenursing calls with the chief complaints (cough by adult or fever by adult) and COVID-19 hospitalization. The complaint cough by adult showed satisfactory performance (Pearson correlation coefficient r>0.80; mean absolute percentage error <20%) in nowcasting the incidence of daily COVID-19 hospitalizations 14 days in advance until the incidence decreased to <1.5/100,000 population, whereas the corresponding performance for fever by adult was unsatisfactory. Our results support local nowcasting of hospitalizations on the basis of symptom data recorded in routine healthcare during the initial stage of a pandemic.


Citations (51)


... A simple construction using a variable flow conductance and pump is combined with feedback control principles to allow the user to program the desired pressure-flow dynamics. A drawing of such a device is shown in Fig. 5, and described in detail in [36]. The basic operating principle is akin to the previously mentioned pump-based afterloads, with the key difference that pressure in the large arteries can be rapidly adjusted. ...

Reference:

Ex Vivo Working Porcine Heart Model
Actively controlled cardiac afterload
  • Citing Article
  • January 2023

IFAC-PapersOnLine

... There were only two articles in this category, and both introduced a novel method [33,34]. [34], a particular type of neural network. ...

Learning pharmacometric covariate model structures with symbolic regression networks

Journal of Pharmacokinetics and Pharmacodynamics

... In the physical implementation, L is captured by the inherent inertance of the perfusate fluid. Circuit (b) modified from [22] with permission from the American Automatic Control Council Another afterload implementation uses a pump to force perfusate toward the aortic root during working mode, generally in combination with a resistive element and sometimes a compliant chamber. The resistor shunts excess flow away from the aortic root. ...

The differential-algebraic Windkessel model with power as input
  • Citing Conference Paper
  • June 2022

... Our group has investigated an alternative afterload approach using an adjustable pneumatic system based on Starling's original design wherein the pressure surrounding a flexible tube through which the perfusate flows is modulated to control afterload [35]. The afterload demonstrated physiological loading conditions in multiple porcine working heart experiments. ...

A novel nonlinear afterload for ex vivo heart evaluation: Porcine experimental results

Artificial Organs

... Among emergencies, the impact of hypothetical interventions, such as social distancing during pandemics, could be simulated using realistic population data and tools for capacity and needs analyses [26]. Before epidemic seasons or when the pandemic alert was issued by the WHO, local outbreak prediction algorithms could be calibrated using the most recent information about the infectious agent and local circumstances [27][28][29]. ...

Nowcasting (Short-Term Forecasting) of COVID-19 Hospitalizations Using Syndromic Healthcare Data, Sweden, 2020

Emerging Infectious Diseases

... [2]- [6]. We have previously shown [7]- [9] how the combination of a short asymmetric relay experiment and optimization techniques outperform the original relay autotuner [1]. However, such improvements have not yet made it into the product lines of major vendors. ...

Next Generation Relay Autotuners – Analysis and Implementation
  • Citing Conference Paper
  • August 2021

... to obtain good estimates of the effective reproduction number for COVID-19 646 during the pandemic in Sweden in 2020 we estimated incidence based on COVID-19 647 deaths according to the method presented in(Wacker et al., 2021). Data on deaths were 648 obtained from the Swedish National Board of Welfare. ...

Estimating the SARS-CoV-2 infected population fraction and the infection-to-fatality ratio: a data-driven case study based on Swedish time series data

... An advantage of these Windkessel afterloads is that, with correctly adjusted elements, they can produce near-physiological pressure waveforms in the large arteries [19]. However, identifying valid parameter values and adjusting the elements accordingly is nontrivial [26]. Since the mid 1980s, the ability of these models to adjust aortic pressure in working heart models has been explored. ...

Identification of cardiac afterload dynamics from data
  • Citing Article
  • January 2021

IFAC-PapersOnLine

... with τ 2 = 1/k e0 and one may have a theoretical transfer function model of the simplified structure from Fig. 5 as series connection of (5) and (6) and extract the parameters τ 1 , τ 2 and K, respectively. However, in [16] it has been shown that the model parameters from (6) are underestimated and data based identification is suggested to update this model. In this simplified model, there is no need to use the complex and nonlinear gains from (3) and (4) as they reduce to a constant K captured within the model (6). ...

Identifiability of pharmacological models for online individualization

IFAC-PapersOnLine