Guy A. Dumont - Publications, H-index & Citations

Guy A. Dumont

University of British Columbia

55H指数

633论文数

1.3W被引数

收录论文 96

发表时间

A hierarchical reinforcement learning and predictive control framework for automated multi-variable anesthesia 基于分层强化学习和预测控制的自动化多变量麻醉框架

Computers in Biology and Medicine

IF6.3

2026-09-12

OAAI

Sara Hosseinirad; Manuela Merlo; Francesco Trovò; Emiliano Tognoli; Alberto M. Metelli; Guy A. Dumont

AReS: A patient simulator to facilitate testing of automated anesthesia AReS：一种用于自动化麻醉测试的患者模拟器

Computer Methods and Programs in Biomedicine

IF4.8

2025-06-25

OAAI

Sara Hosseinirad; Manuela Merlo; Francesco Trovò; Emiliano Tognoli; Alberto M. Metelli; Guy A. Dumont

Vision-based seam tracking for GMAW fillet welding based on keypoint detection deep learning model

JOURNAL OF MANUFACTURING PROCESSES

IF6.8

2024-05-01

OAAI

Mobaraki, Mobina; Ahani, Soodeh; Gonzalez, Ringo; Yi, Kwang Moo; Van Heusden, Klaske; Dumont, Guy A.

Video-Based Respiratory Rate Estimation for Infants in the NICU

IEEE JOURNAL OF TRANSLATIONAL ENGINEERING IN HEALTH AND MEDICINE

IF4.4

2024-01-01

OAAI

Ahani, Soodeh; Niknafs, Nikoo; Lavoie, Pascal M.; Holsti, Liisa; Dumont, Guy A.

Noisy Neonatal Chest Sound Separation for High-Quality Heart and Lung Sounds 嘈杂的新生儿胸部声音分离，以获得高质量的心脏和肺部声音

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2023-06-01

OAAI

Grooby, Ethan; Sitaula, Chiranjibi; Fattahi, Davood; Sameni, Reza; Tan, Kenneth; Zhou, Lindsay; King, Arrabella; Ramanathan, Ashwin; Malhotra, Atul; Dumont, Guy; Marzbanrad, Faezeh

Measurement Uncertainty in Clinical Validation Studies of Sensors

SENSORS

IF3.5

2023-03-07

OAAI

Ansermino, John Mark; Dumont, Guy Albert; Ginsburg, Amy Sarah

Real-Time Multi-Level Neonatal Heart and Lung Sound Quality Assessment for Telehealth Applications

IEEE ACCESS

IF3.6

2022-01-01

OAAI

Grooby, E.; Sitaula, C.; Fattahi, D.; Sameni, R.; Tan, K.; Zhou, L.; King, A.; Ramanathan, A.; Malhotra, A.; Dumont, G. A.; Marzbanrad, F.

Neonatal Heart and Lung Sound Quality Assessment for Robust Heart and Breathing Rate Estimation for Telehealth Applications 新生儿心脏和肺部声音质量评估，用于远程医疗应用的稳健心脏和呼吸频率估计

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2021-12-01

PREAI

Grooby, Ethan; He, Jinyuan; Kiewsky, Julie; Fattahi, Davood; Zhou, Lindsay; King, Arrabella; Ramanathan, Ashwin; Malhotra, Atul; Dumont, Guy A.; Marzbanrad, Faezeh

Model-plant mismatch detection for cross-directional processes

ISA TRANSACTIONS

IF6.5

2021-11-01

PREAI

Lu, Qiugang; Forbes, Michael G.; Loewen, Philip D.; Backstrom, Johan U.; Dumont, Guy A.; Gopaluni, R. Bhushan

Robust PID control of propofol anaesthesia: Uncertainty limits performance, not PID structure 异丙酚麻醉的鲁棒PID控制: 不确定性限制了性能，而不是PID结构

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2021-01-01

OAAI

Gonzalez-Cava, Jose M.; Carlson, Fredrik Bagge; Troeng, Olof; Cervin, Anton; van Heusden, Klaske; Dumont, Guy A.; Soltesz, Kristian