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G

Guy A. Dumont

University of British Columbia

55H-index
633Paper Count
1.3WCitation Count
Published Papers 96
Publication Date
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A hierarchical reinforcement learning and predictive control framework for automated multi-variable anesthesia
errComputers in Biology and Medicine
IF6.3
err2026-09-12
err0
errOAAI
errSara Hosseinirad; Manuela Merlo; Francesco Trovò; Emiliano Tognoli; Alberto M. Metelli; Guy A. Dumont
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AReS: A patient simulator to facilitate testing of automated anesthesia
errComputer Methods and Programs in Biomedicine
IF4.8
err2025-06-25
err0
errOAAI
errSara Hosseinirad; Manuela Merlo; Francesco Trovò; Emiliano Tognoli; Alberto M. Metelli; Guy A. Dumont
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errSave
Vision-based seam tracking for GMAW fillet welding based on keypoint detection deep learning model
errJOURNAL OF MANUFACTURING PROCESSES
IF6.8
err2024-05-01
err4
errOAAI
errMobaraki, Mobina; Ahani, Soodeh; Gonzalez, Ringo; Yi, Kwang Moo; Van Heusden, Klaske; Dumont, Guy A.
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errSave
Video-Based Respiratory Rate Estimation for Infants in the NICU
errIEEE JOURNAL OF TRANSLATIONAL ENGINEERING IN HEALTH AND MEDICINE
IF4.4
err2024-01-01
err0
errOAAI
errAhani, Soodeh; Niknafs, Nikoo; Lavoie, Pascal M.; Holsti, Liisa; Dumont, Guy A.
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errSave
Noisy Neonatal Chest Sound Separation for High-Quality Heart and Lung Sounds
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2023-06-01
err7
errOAAI
errGrooby, Ethan; Sitaula, Chiranjibi; Fattahi, Davood; Sameni, Reza; Tan, Kenneth; Zhou, Lindsay; King, Arrabella; Ramanathan, Ashwin; Malhotra, Atul; Dumont, Guy; Marzbanrad, Faezeh
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errSave
Measurement Uncertainty in Clinical Validation Studies of Sensors
errSENSORS
IF3.5
err2023-03-07
err5
errOAAI
errAnsermino, John Mark; Dumont, Guy Albert; Ginsburg, Amy Sarah
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errSave
Real-Time Multi-Level Neonatal Heart and Lung Sound Quality Assessment for Telehealth Applications
errIEEE ACCESS
IF3.6
err2022-01-01
err10
errOAAI
errGrooby, E.; Sitaula, C.; Fattahi, D.; Sameni, R.; Tan, K.; Zhou, L.; King, A.; Ramanathan, A.; Malhotra, A.; Dumont, G. A.; Marzbanrad, F.
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errSave
Neonatal Heart and Lung Sound Quality Assessment for Robust Heart and Breathing Rate Estimation for Telehealth Applications
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2021-12-01
err30
PREAI
errGrooby, Ethan; He, Jinyuan; Kiewsky, Julie; Fattahi, Davood; Zhou, Lindsay; King, Arrabella; Ramanathan, Ashwin; Malhotra, Atul; Dumont, Guy A.; Marzbanrad, Faezeh
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Model-plant mismatch detection for cross-directional processes
errISA TRANSACTIONS
IF6.5
err2021-11-01
err1
PREAI
errLu, Qiugang; Forbes, Michael G.; Loewen, Philip D.; Backstrom, Johan U.; Dumont, Guy A.; Gopaluni, R. Bhushan
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errSave
Robust PID control of propofol anaesthesia: Uncertainty limits performance, not PID structure
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2021-01-01
err21
errOAAI
errGonzalez-Cava, Jose M.; Carlson, Fredrik Bagge; Troeng, Olof; Cervin, Anton; van Heusden, Klaske; Dumont, Guy A.; Soltesz, Kristian
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errSave
Safety enforcement in closed-loop anesthesia-A comparison study
errCONTROL ENGINEERING PRACTICE
IF4.6
err2020-12-01
err8
PREAI
errHosseinzadeh, Mehdi; van Heusden, Klaske; Yousefi, Mahdi; Dumont, Guy A.; Garone, Emanuele
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errSave
Association of cortical spreading depression and seizures in patients with medically intractable epilepsy
errCLINICAL NEUROPHYSIOLOGY
IF3.6
err2020-12-01
err18
PREAI
errBastany, Zoya J. R.; Askari, Shahbaz; Dumont, Guy A.; Kellinghaus, Christoph; Kazemi, Alireza; Gorji, Ali
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errSave
Constrained Control of Depth of Hypnosis During Induction Phase
errIEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY
IF3.9
err2020-11-01
err12
errOAAI
errHosseinzadeh, Mehdi; Dumont, Guy A.; Garone, Emanuele
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errSave
The effect of cardiac output on the pharmacokinetics and pharmacodynamics of propofol during closed -loop induction of anesthesia
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2020-08-01
err9
PREAI
errSavoca, A.; van Heusden, K.; Manca, D.; Ansermino, J. M.; Dumont, G. A.
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errSave
Falsified Model-Invariant Safety-Preserving Control With Application to Closed-Loop Anesthesia
errIEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY
IF3.9
err2020-03-01
err3
PREAI
errYousefi, Mahdi; van Heusden, Klaske; Mitchell, Ian M.; Ansermino, J. Mark; Dumont, Guy A.
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errSave
Support vector machine approach for model-plant mismatch detection
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2020-02-01
err10
PREAI
errLu, Qiugang; Forbes, Michael G.; Loewen, Philip D.; Backstrom, Johan U.; Dumont, Guy A.; Gopaluni, R. Bhushan
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errSave
Extended habituating model predictive control of propofol and remifentanil anesthesia
errBIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF4.9
err2020-01-01
err18
PREAI
errEskandari, Neda; van Heusden, Klaske; Dumont, Guy A.
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errSave
Closed-Loop MISO Identification of Propofol Effect on Blood Pressure and Depth of Hypnosis
errIEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY
IF3.9
err2020-01-01
err3
PREAI
errvan Heusden, Klaske; Yousefi, Mahdi; Ansermino, J. Mark; Dumont, Guy A.
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errSave
Reversal of neuromuscular blockade with sugammadex during continuous administration of anaesthetic agents: a double-blind randomised crossover study using the bispectral index
errANAESTHESIA
IF6.9
err2019-12-05
err19
errOAAI
errLe Guen, M.; Roussel, C.; Chazot, T.; Dumont, G. A.; Liu, N.; Fischler, M.
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errSave
Evaluating NeuroSENSE for assessing depth of hypnosis during desflurane anesthesia: an adaptive, randomized-controlled trial
errCANADIAN JOURNAL OF ANESTHESIA-JOURNAL CANADIEN D ANESTHESIE
IF3.3
err2019-11-05
err4
errOAAI
errGorges, Matthias; West, Nicholas C.; Cooke, Erin M.; Pi, Shanshan; Brant, Rollin F.; Dumont, Guy A.; Ansermino, J. Mark; Merchant, Richard N.
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Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
A
Anil K. Malhotra
H-index: 105 · Papers: 970
P
Peter von Dadelszen
H-index: 88 · Papers: 739
L
Lorenz T. Biegler
H-index: 87 · Papers: 735
B
Brian K. Kwon
H-index: 80 · Papers: 478
R
Rollin Brant
H-index: 74 · Papers: 320
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