Bin Zheng - IEEE Xplore Author Profile
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Bin Zheng

Publications
8
Citations
29
Publications by Year
20162024
Co-Authors:
Show All Co-Authors (33)
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Bin Zheng

Affiliation

Surgery Department
University of Alberta
Edmonton, AB, Canada

Publication Topics

Biography

Bin Zheng received the M.D. and M.S. degrees in medicine, China, and the Ph.D. degree in kinesiology from Simon Fraser University, Canada. Differing from most medical researches focusing on patients, he put healthcare providers under the spotlight. Explicitly, he studies the performance and cognition of physicians and surgeons during surgery, especially in image-guided and robotic surgery, such as endoscopic and laparoscopic surgery. He is currently an Associate Professor in surgery and the Endowed Research Chair in surgical simulation with the Department of Surgery, University of Alberta. He has collaborates with surgeons, engineers, clinical educators, and psychologists to develop the artificial intelligence and simulation programs for tr...
Publications
8
Citations
29
Publications by Year
20162024
Co-Authors:
Show All Co-Authors (33)
Author's Published Works

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Hands Collaboration Evaluation for Surgical Skills Assessment: An Information Theoretical Approach

Abed Soleymani;Mahdi Tavakoli;Farzad Aghazadeh;Yafei Ou;Hossein Rouhani;Bin Zheng;Xingyu Li

IEEE Transactions on Medical Robotics and Bionics
Year: 2024 | Volume: 6, Issue: 4 | Journal Article |
Bimanual tasks, where the brain must simultaneously control and plan the movements of both hands, such as needle passing and tissue cutting, commonly exist in surgeries, e.g., robot-assisted minimally invasive surgery. In this study, we present a novel approach for quantifying the quality of hands coordination and correspondence in bimanual tasks by utilizing information theory concepts to build a...Show More

Hands Collaboration Evaluation for Surgical Skills Assessment: An Information Theoretical Approach

Abed Soleymani;Mahdi Tavakoli;Farzad Aghazadeh;Yafei Ou;Hossein Rouhani;Bin Zheng;Xingyu Li

Year: 2024 | Volume: 6, Issue: 4 | Journal Article |

Comparison of Data-Based Methods for Selecting Treatment Therapy in Hepatocellular Carcinoma

Yijie Zhao;Bin Zheng;Hao Ye;Jing Zhong;Haiwei Wang

2021 CAA Symposium on Fault Detection, Supervision, and Safety for Technical Processes (SAFEPROCESS)
Year: 2021 | Conference Paper |
The initial treatment of patients with hepatocellular carcinoma (HCC) is highly correlated with their survival time. This study aimed to examine the pattern of clinical decisions of advanced physicians using data-based models to help inexperienced physicians select proper treatment. Data from 3348 patients with HCC collected from 16 top-level hospitals in China were used. Each patient report had 3...Show More

Comparison of Data-Based Methods for Selecting Treatment Therapy in Hepatocellular Carcinoma

Yijie Zhao;Bin Zheng;Hao Ye;Jing Zhong;Haiwei Wang

Year: 2021 | Conference Paper |

Synthesizing Foot and Ankle Kinematic Characteristics for Lateral Collateral Ligament Injuries Detection

Xin Liu;Chen Zhao;Bin Zheng;Qinwei Guo;Zhongshi Zhang;Aziguli Wulamu;Dezheng Zhang

IEEE Access
Year: 2020 | Volume: 8 | Journal Article |
Cited by: Papers (10)
Deep learning has been applied in healthcare, where features of patients are read by the computer to assist with diagnosis and treatment. In sports medicine, kinematic characteristics of injuries need to be defined. Patients' data are then acquired amplified to training deep learning models. In this study, we tracked motions of lower extremities in patients with lateral collateral ligament injurie...Show More

Synthesizing Foot and Ankle Kinematic Characteristics for Lateral Collateral Ligament Injuries Detection

Xin Liu;Chen Zhao;Bin Zheng;Qinwei Guo;Zhongshi Zhang;Aziguli Wulamu;Dezheng Zhang

Year: 2020 | Volume: 8 | Journal Article |

Chest Compression Quality in a Newborn Manikin: A Randomized Crossover Trial (August 2016)

Anne Lee Solevåg;Po-Yin Cheung;Elliott Li;Sarah Zhenchun Xue;Megan O’Reilly;Bo Fu;Bin Zheng;Georg Schmölzer

IEEE Journal of Translational Engineering in Health and Medicine
Year: 2018 | Volume: 6 | Journal Article |
Cited by: Papers (6)
The objective of this paper was to examine the changes in applied force and rate of chest compression (CC) during 5 min of CC with a target CC rate of 90/min (CC90) or 120/min (CC120) with and without metronome guidance during simulated neonatal cardiopulmonary resuscitation (CPR). We performed a randomized controlled manikin trial. Fourteen neonatal resuscitation program providers performed CC90 ...Show More

Chest Compression Quality in a Newborn Manikin: A Randomized Crossover Trial (August 2016)

Anne Lee Solevåg;Po-Yin Cheung;Elliott Li;Sarah Zhenchun Xue;Megan O’Reilly;Bo Fu;Bin Zheng;Georg Schmölzer

Year: 2018 | Volume: 6 | Journal Article |

Gaze characteristics of video watching in a surgical setting

Bin Zheng;Xianta Jiang;Roman Bednarik;M. Stella Atkins

2016 IEEE Second Workshop on Eye Tracking and Visualization (ETVIS)
Year: 2016 | Conference Paper |
Cited by: Papers (1)
Observing surgical videos has been integrated intensively into surgical education. We test whether video watching can elicit the same eye motion pattern of an observer as the operator in performing the surgical procedure. While observing the task performed using tools, subjects started to move their eyes off the previous target 0.7 s after the tool but reached the next target 1.5 s before the tool...Show More

Gaze characteristics of video watching in a surgical setting

Bin Zheng;Xianta Jiang;Roman Bednarik;M. Stella Atkins

Year: 2016 | Conference Paper |

Investigation of gaze patterns in multi view laparoscopic surgery

Navaneeth Kamballur Kottayil;Rositsa Bogdanova;Irene Cheng;Bin Zheng;Anup Basu

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
Year: 2016 | Conference Paper |
Cited by: Papers (4)
Laparoscopic Surgery (LS) is a modern surgical technique whereby the surgery is performed through an incision with tools and camera as opposed to conventional open surgery. This promises minimal recovery times and less hemorrhaging. Multi view LS is the latest development in the field, where the system uses multiple cameras to give the surgeon more information about the surgical site, potentially ...Show More

Investigation of gaze patterns in multi view laparoscopic surgery

Navaneeth Kamballur Kottayil;Rositsa Bogdanova;Irene Cheng;Bin Zheng;Anup Basu

Year: 2016 | Conference Paper |

Low resolution tool tracking for microsurgical training in a simulated environment

Antonio Carlos Furtado;Irene Cheng;Eric Fung;Bin Zheng;Anup Basu

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
Year: 2016 | Conference Paper |
Cited by: Papers (1)
In this work, we propose a method that detects and tracks the tip of tools used in microsurgical training. This method can be used to provide valuable metrics regarding the surgeon's hand movement. It can benefit the training of surgeons, given the steep learning curve in microsurgery. Unlike past research, our tool tracking algorithm does not rely on color based measurements. Thus, it can be used...Show More

Low resolution tool tracking for microsurgical training in a simulated environment

Antonio Carlos Furtado;Irene Cheng;Eric Fung;Bin Zheng;Anup Basu

Year: 2016 | Conference Paper |

Determining team cognition from delay analysis using cross recurrence plot

Nasim Hajari;Irene Cheng;Bin Zheng;Anup Basu

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
Year: 2016 | Conference Paper |
Cited by: Papers (7)
Team cognition is an important factor in evaluating and determining team performance. Forming a team with good shared cognition is even more crucial for laparoscopic surgery applications. In this study, we analyzed the eye tracking data of two surgeons during a laparoscopic simulation operation, then performed Cross Recurrence Analysis (CRA) on the recorded data to study the delay behaviour for go...Show More

Determining team cognition from delay analysis using cross recurrence plot

Nasim Hajari;Irene Cheng;Bin Zheng;Anup Basu

Year: 2016 | Conference Paper |

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