Research Explorer

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Researcher

Erhan Yumuk

Awards & Distinctions

12 Results

2024

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.

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

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

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

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

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