Weighting-Based Deep Ensemble Learning for Recognition of Interventionalists' Hand Motions During Robot-Assisted Intravascular Catheterization

Olatunji Mumini Omisore; Toluwanimi Oluwadara Akinyemi; Wenjing Du; Wenke Duan; Rita Orji; Thanh Nho Do; Lei Wang

doi:10.1109/THMS.2022.3226038

Weighting-Based Deep Ensemble Learning for Recognition of Interventionalists' Hand Motions During Robot-Assisted Intravascular Catheterization

Olatunji Mumini Omisore, Toluwanimi Oluwadara Akinyemi, Wenjing Du, Wenke Duan, Rita Orji, Thanh Nho Do, Lei Wang

Chemical Engineering

Research output: Contribution to journal › Article › peer-review

10 Citations (Scopus)

Original language	English
Pages (from-to)	215-227
Number of pages	13
Journal	IEEE Transactions on Human-Machine Systems
Volume	53
Issue number	1
DOIs	https://doi.org/10.1109/THMS.2022.3226038
Publication status	Published - Feb 1 2023

ASJC Scopus Subject Areas

Human Factors and Ergonomics
Control and Systems Engineering
Signal Processing
Human-Computer Interaction
Computer Science Applications
Computer Networks and Communications
Artificial Intelligence

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

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10.1109/THMS.2022.3226038

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Weighting-Based Deep Ensemble Learning for Recognition of Interventionalists' Hand Motions During Robot-Assisted Intravascular Catheterization. / Omisore, Olatunji Mumini; Akinyemi, Toluwanimi Oluwadara; Du, Wenjing et al.
In: IEEE Transactions on Human-Machine Systems, Vol. 53, No. 1, 01.02.2023, p. 215-227.

Research output: Contribution to journal › Article › peer-review

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title = "Weighting-Based Deep Ensemble Learning for Recognition of Interventionalists' Hand Motions During Robot-Assisted Intravascular Catheterization",

author = "Omisore, {Olatunji Mumini} and Akinyemi, {Toluwanimi Oluwadara} and Wenjing Du and Wenke Duan and Rita Orji and Do, {Thanh Nho} and Lei Wang",

note = "Funding Information: This work was supported under Grant JCYJ20190812173205538, Grant 61950410618, Grant U21A20480, and Grant U1713219. Publisher Copyright: {\textcopyright} 2013 IEEE.",

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AU - Du, Wenjing

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AU - Do, Thanh Nho

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Weighting-Based Deep Ensemble Learning for Recognition of Interventionalists' Hand Motions During Robot-Assisted Intravascular Catheterization

ASJC Scopus Subject Areas

UN SDGs

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