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检索条件"机构=Advanced Interface Design Lab Systems Design Engineering University of Waterloo Waterloo"
172 条 记 录,以下是31-40 订阅
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Classifying Pneumonia among Chest X-Rays Using Transfer Learning
Classifying Pneumonia among Chest X-Rays Using Transfer Lear...
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Annual International Conference of the IEEE engineering in Medicine and Biology Society (EMBC)
作者: Abdullah Irfan Akash L. Adivishnu Antonio Sze-To Taher Dehkharghanian Shahryar Rahnamayan H.R. Tizhoosh Systems Design Engineering University of Waterloo Waterloo ON Canada Kimia Lab University of Waterloo Waterloo ON Canada NICI Lab University of Ontario Institute of Technology Oshawa ON Canada
Chest radiography has become the modality of choice for diagnosing pneumonia. However, analyzing chest X-ray images may be tedious, time-consuming and requiring expert knowledge that might not be available in less-dev... 详细信息
来源: 评论
Membership Inference Attacks Against Temporally Correlated Data in Deep Reinforcement Learning
arXiv
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arXiv 2021年
作者: Gomrokchi, Maziar Amin, Susan Aboutalebi, Hossein Wong, Alexander Precup, Doina Department of Computer Science McGill University Mila Canada Cheriton School of Computer Science University of Waterloo VIP Lab Canada Department of Systems Design Engineering University of Waterloo VIP Lab DarwinAI Canada Department of Computer Science McGill University Mila DeepMind Canada
While significant research advances have been made in the field of deep reinforcement learning, there have been no concrete adversarial attack strategies in literature tailored for studying the vulnerability of deep r... 详细信息
来源: 评论
Fractal dimension and retinal pathology: A meta-analysis
arXiv
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arXiv 2021年
作者: Yu, Sam Lakshminarayanan, Vasudevan Department of Physics and Astronomy University of Waterloo ONN2L 3G1 Canada Theoretical and Experimental Epistemology Lab School of Optometry and Vision Science Department of Electrical and Computer Engineering University of Waterloo ONN2L 3G1 Canada Department of Systems Design Engineering University of Waterloo ONN2L 3G1 Canada
Due to the fractal nature of retinal blood vessels, the retinal fractal dimension is a natural parameter for researchers to explore and has garnered interest as a potential diagnostic tool. This review aims to summari... 详细信息
来源: 评论
Distributed nonlinear model predictive control and metric learning for heterogeneous vehicle platooning with cut-in/cut-out maneuvers
arXiv
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arXiv 2020年
作者: Basiri, Mohammad Hossein Ghojogh, Benyamin Azad, Nasser L. Fischmeister, Sebastian Karray, Fakhri Crowley, Mark The Department of Systems Design Engineering University of Waterloo ON Canada The Department of Electrical and Computer Engineering University of Waterloo ON Canada The Smart Hybrid and Electric Vehicles Systems Lab The Real-Time Embedded Software Lab The Machine Learning Lab The Centre for Pattern Analysis and Machine Intelligence
Vehicle platooning has been shown to be quite fruitful in the transportation industry to enhance fuel economy, road throughput, and driving comfort. Model Predictive Control (MPC) is widely used in literature for plat... 详细信息
来源: 评论
MRI images, brain lesions and deep learning
arXiv
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arXiv 2021年
作者: Castillo, Darwin Lakshminarayanan, Vasudevan Rodríguez-Álvarez, Maria J. Departamento de Química y Ciencias Exactas Sección Fisicoquímica y Matemáticas Universidad Técnica Particular de Loja Loja11-01-608 Ecuador Theoretical and Experimental Epistemology Lab School of Optometry and Vision Science University of Waterloo Ontario Canada Departments of Physics Electrical and Computer Engineering and Systems Design Engineering University of Waterloo Ontario Canada Valencia Spain
Medical brain image analysis is a necessary step in the Computers Assisted /Aided Diagnosis (CAD) systems. Advancements in both hardware and software in the past few years have led to improved segmentation and classif... 详细信息
来源: 评论
Information Technology systems at the sharp end of medication therapy management
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Proceedings of the Human Factors and Ergonomics Society Annual Meeting 2019年 第1期63卷 698 - 702页
作者: Reicelis Casares Li Rodrigo Arcuri Marques Pereira Alessandro Jatobá Mario Cesar Rodríguez Vidal Paulo Victor Rodrigues de Carvalho Kelly Grindrod Catherine Burns Advanced Interface Design Lab Systems Design Engineering University of Waterloo Ontario Canada Advanced Interface Design Lab Systems Design Engineering University of Waterloo Ontario CanadaComplex Systems Ergonomics Research Unit (GENTE) Federal University of Rio de Janeiro Brazil Oswaldo Cruz Foundation (FIOCRUZ) Rio de Janeiro Brazil Complex Systems Ergonomics Research Unit (GENTE) Federal University of Rio de Janeiro Brazil Nuclear Engineering Institute (IEN) Rio de Janeiro Brazil School of Pharmacy University of Waterloo Ontario Canada
This study explored how to inform the design of information systems for medication therapy management, in the context of the southwestern Ontario health system. The data collection comprised document analysis, intervi...
来源: 评论
Robust Simultaneous and Proportional Myoelectric Control Scheme for Individuals with Transradial Amputations
Robust Simultaneous and Proportional Myoelectric Control Sch...
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Annual International Conference of the IEEE engineering in Medicine and Biology Society (EMBC)
作者: A. Pradhan U. Kuruganti W. Hill N. Jiang V. Chester eBionics Lab Systems Design Engineering University of Waterloo Waterloo Canada Andrew and Marjorie McCain Human Performance Laboratory Faculty of Kinesiology University of New Brunswick Fredericton Canada Institute of Biomedical Engineering University of New Brunswick Fredericton Canada
Commercial myoelectric prostheses need to be accurate and clinically viable to be successful. This study proposed a simultaneous and proportional control scheme with frequency division technique (SPEC-FDT) to address ... 详细信息
来源: 评论
Test-retest evaluation of a notched-noise test using consumer-grade mobile audio equipment
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International Audiology 2024年 第2期63卷
作者: Petteri Hyvärinen Michal Fereczkowski Ewen N. MacDonald a Acoustics Lab Department of Signal Processing and Acoustics Aalto University Espoo Finlandb Hearing Systems Section Department of Health Technology Technical University of Denmark Lyngby Denmark b Hearing Systems Section Department of Health Technology Technical University of Denmark Lyngby Denmarkc Institute of Clinical Research Faculty of Health Sciences University of Southern Denmark Odense Denmarkd Research Unit for ORL – Head & Neck Surgery and Audiology Odense University Hospital & University of Southern Denmark Odense Denmark b Hearing Systems Section Department of Health Technology Technical University of Denmark Lyngby Denmarke Department of Systems Design Engineering University of Waterloo Waterloo Canada
ObjectiveThe aim of this study was to investigate whether consumer-grade mobile audio equipment can be reliably used as a platform for the notched-noise test, including when the test is conducted outside the *** studi... 详细信息
来源: 评论
Densenet for breast tumor classification in mammographic images
arXiv
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arXiv 2021年
作者: Gaona, Yuliana Jiménez Rodriguez-Alvarez, María José Morató, Hector Espinó Malla, Darwin Castillo Lakshminarayanan, Vasudevan Departamento de Química y Ciencias Exactas Universidad Técnica Particular de Loja San Cayetano Alto s/n LojaCP1101608 Ecuador Instituto de Instrumentación para la Imagen Molecular I3M Universitat Politécnica de Valencia ValenciaE-46022 Spain Theoretical and Experimental Epistemology Lab School of Optometry and Vision Science Department of Systems Design Engineering Physics and Electrical and Computer Engineering University of Waterloo WaterlooONN2L3G1 Canada
Breast cancer is the most common invasive cancer in women, and the second main cause of death. Breast cancer screening is an efficient method to detect indeterminate breast lesions early. The common approaches of scre... 详细信息
来源: 评论
Breast mass regions classification from mammograms using convolutional neural networks and transfer learning.
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Optica Acta: International Journal of Optics 2023年 第10期70卷
作者: Yuliana Jiménez-Gaona María José Rodríguez-Álvarez Diana Carrión-Figueroa Darwin Castillo-Malla Vasudevan Lakshminarayanan a Departamento de Química y Ciencias Exactas Universidad Técnica Particular de Loja Loja Ecuadorb Instituto de Instrumentación para la Imagen Molecular i3M Universitat Politècnica de València (UPV)- Consejo Superior de Investigaciones Científicas (CSIC) Valencia Spaind Theoretical and Experimental Epistemology Lab School of Optometry and Vision Science University of Waterloo Waterloo Canada b Instituto de Instrumentación para la Imagen Molecular i3M Universitat Politècnica de València (UPV)- Consejo Superior de Investigaciones Científicas (CSIC) Valencia Spain c Hospital Carlos Andrade Marín IESS Quito Ecuador d Theoretical and Experimental Epistemology Lab School of Optometry and Vision Science University of Waterloo Waterloo Canadae Department of Systems Design Engineering Physics and Electrical and Computer Engineering University of Waterloo Waterloo Canada
This study introduces a novel approach aimed at enhancing the quality of digital mammography images through pre-processing techniques, to improve breast cancer detection accuracy. The primary objective is to enhance i... 详细信息
来源: 评论