Browsing Engineering (Faculty of) by Subject "Convolutional Neural Network"
Now showing items 1-4 of 4
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A Convolutional Neural Network to Predict the State-of-Lithiation of Lithium-ion Batteries with the Nickel-Manganese-Cobalt-Oxide Chemistry
(University of Waterloo, 2023-04-14)A machine learning (ML) model was developed to study the discharge behavior of a 𝐿𝑖x𝑁𝑖0.33𝑀𝑛0.33𝐶𝑜0.33𝑂2 half-cell with particle-scale resolution. The ML model could predict the state-of-lithiation of the particles ... -
A Deep-Learning Framework for Detecting and Predicting Clinical Events Using Continuous, Multimodal Physiological Signals
(University of Waterloo, 2024-02-20)There are an estimated 313 million surgeries performed worldwide each year. Even with significant clinical and technical advances in perioperative research, many patients experience a major complication during the first ... -
Multipurpose Image Quality Assessment for Both Human and Computer Vision Systems via Convolutional Neural Network
(University of Waterloo, 2017-09-07)Computer vision algorithms have been widely used for many applications, including traffic monitoring, autonomous driving, robot path planning and navigation, object detection and medical image analysis, etc. Images and ... -
Receiver Channel Recovery in High-Frame-Rate Ultrasound Imaging using Branched Convolutional Neural Networks
(University of Waterloo, 2022-08-22)High frame rate ultrasound (HiFRUS) is an imaging paradigm that utilizes unfocused transmissions to perform acquisitions at kilohertz frame rates, and its high temporal resolution enables its use in tracking dynamic ...