Research Explorer

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Researcher

Erhan Yumuk

Awards & Distinctions

22 Results

2025

Integrated solution combining low-frequency forced oscillation technique and continuous equivital sensor monitoring for assessment of non-invasive ambulatory respiratory mechanics

Ghada Ben OthmanAmani Rayene YninebErhan YumukHamed FarbakhshCristina MuresanIsabela Roxana BirsAlexandra De RaeveCosmin CopotClara-Mihaela IonescuDana Copot

A1 Journal Article in APPLIED SCIENCES-BASEL

2024

A compartmental modelling framework for drug distribution in lean and obese patients in long-term general anesthesia

Amani Rayene YninebErhan YumukHamed FarbakhshGhada Ben OthmanDana CopotIsabela Roxana BirsCristina MuresanRobain De KeyserSamir LadaciClara-Mihaela Ionescu et al.

A decoupled fractional order control strategy to increase patient safety during anesthesia-hemodynamic interactions

Erwin HegedusMarcian D. MihaiIsabela Roxana BirsHamed FarbakhshErhan YumukDana CopotRobain De KeyserClara-Mihaela IonescuCristina Muresan

A fractional order impedance model for heterogeneous drug distribution in obese patients during general anesthesia

Amani Rayene YninebErhan YumukHamed FarbakhshGhada Ben OthmanDana CopotIsabela Roxana BirsCristina MuresanRobain De KeyserSamir LadaciClara-Mihaela Ionescu et al.

A novel approach to robust PID autotuner for overdamped systems : case study on liquid level system

Erhan YumukCosmin CopotCristina I. MuresanClara-Mihaela Ionescu

A1 Journal Article in PROCESSES

An adaptive control structure to mitigate lack of feasibility in systems with poor identifiability : case study on general anesthesia

Clara-Mihaela IonescuRobain De KeyserErhan YumukDana CopotMartine Neckebroek

Analysis and preliminary results of a feedback-feedforward controller for depth of anesthesia

Erwin HegedusMarcian D. MihaiIsabela Roxana BirsHamed FarbakhshErhan YumukDana CopotEva Henrietta DulfRobain De KeyserClara-Mihaela IonescuCristina Muresan

Artificial intelligence-driven prognosis of respiratory mechanics : forecasting tissue hysteresivity using long short-term memory and continuous sensor data

Ghada Ben OthmanAmani Rayene YninebErhan YumukHamed FarbakhshCristina MuresanIsabela Roxana BirsAlexandra De RaeveCosmin CopotClara-Mihaela IonescuDana Copot

A1 Journal Article in SENSORS

Comparative analysis of pharmacokinetic-pharmacodynamic models for Propofol and Remifentanil using model predictive control

Amani Rayene YninebHamed FarbakhshGhada Ben OthmanYlva WahlquistIsabela Roxana BirsErhan YumukCristina MuresanRobain De KeyserDana CopotClara-Mihaela Ionescu et al.

Data-driven identification and comparison of full multivariable models for propofol-remifentanil induced general anesthesia

Erhan YumukDana CopotClara-Mihaela IonescuMartine Neckebroek

A1 Journal Article in JOURNAL OF PROCESS CONTROL

Development, validation, and comparison of a novel nociception/anti-nociception monitor against two commercial monitors in general anesthesia

Clara-Mihaela IonescuDana CopotErhan YumukRobain De KeyserCristina MuresanIsabela Roxana BirsGhada Ben OthmanHamed FarbakhshAmani Rayene YninebMartine Neckebroek

A1 Journal Article in SENSORS

Enhancing pain level assessment in post-surgery patients using artificial intelligence algorithms

Ghada Ben OthmanErhan YumukDana CopotAmani Rayene YninebHamed FarbakhshIsabela Roxana BirsCristina MuresanRobain De KeyserInes ChihiClara-Mihaela Ionescu et al.

Fractional order PID control of propofol dosage and optimization in lean and obese patients

Amani Rayene YninebMarcian-David MIHAIErhan YumukGhada Ben OthmanHamed FarbakhshRobain De KeyserCristina MuresanIsabela Roxana BirsDana CopotClara-Mihaela Ionescu

Minimizing epistemic uncertainty for predictive control of general anesthesia

Clara-Mihaela IonescuRobain De KeyserDana CopotErhan YumukIsabela Roxana BirsErwin HegedusCristina MuresanMartine Neckebroek

Model extraction from clinical data subject to large uncertainties and poor identifiability

Clara-Mihaela IonescuRobain De KeyserDana CopotErhan YumukAmani Rayene YninebGhada Ben OthmanMartine Neckebroek

A2 Journal Article in IEEE CONTROL SYSTEMS LETTERS

PID control of data-driven patient response with fixed ratio co-administration of drugs for depth of hypnosis

Clara-Mihaela IonescuHamed FarbakhshCristina MuresanRobain De KeyserErhan YumukGhada Ben OthmanAmani Rayene YninebIsabela Roxana BirsDana CopotMartine Neckebroek

Selecting optimal Long Short-Term Memory (LSTM) architectures for online estimation of mean arterial pressure (MAP) in patients undergoing general anesthesia

Ghada Ben OthmanDana CopotErhan YumukMartine NeckebroekClara-Mihaela Ionescu

A1 Journal Article in APPLIED SCIENCES-BASEL

Uncertainty and Its Effect On Optimal Multidrug Control of Hemodynamic Variables

Teodora PopescuIsabela Roxana BirsGhada Ben OthmanErhan YumukMarcian MihaiErwin HegedusDana CopotRobain De KeyserClara-Mihaela IonescuCristina I. Muresan

Validation of delayed anesthesia model using identification methods and correlation analysis

Bora AyvazErhan YumukClara-Mihaela IonescuAli Fuat Ergenc

2023

Coordinated control of distributed multi-agent systems using event-triggered predictive control strategy

Lei CaoChuanguo ChiErhan YumukClara-Mihaela IonescuGuo-Ping Liu

Model predictive control of hemodynamics during intravenous general anesthesia

Hamed FarbakhshErhan YumukGhada Ben OthmanRobain De KeyserDana CopotIsabela Roxana BirsClara-Mihaela Ionescu

2022

A robust auto-tuning PID controller design based on S-shaped time domain response

Erhan YumukCosmin CopotClara-Mihaela Ionescu