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SolderNet: Towards Trustworthy Visual Inspection of Solder Joints in Electronics Manufacturing Using Explainable Artificial Intelligence


Nov 18, 2022
Hayden Gunraj, Paul Guerrier, Sheldon Fernandez, Alexander Wong

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* Accepted by IAAI-23, 7 pages 

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Cancer-Net BCa: Breast Cancer Pathologic Complete Response Prediction using Volumetric Deep Radiomic Features from Synthetic Correlated Diffusion Imaging


Nov 10, 2022
Chi-en Amy Tai, Nedim Hodzic, Nic Flanagan, Hayden Gunraj, Alexander Wong

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MMRNet: Improving Reliability for Multimodal Computer Vision for Bin Picking via Multimodal Redundancy


Oct 19, 2022
Yuhao Chen, Hayden Gunraj, E. Zhixuan Zeng, Maximilian Gilles, Alexander Wong

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COVIDx CXR-3: A Large-Scale, Open-Source Benchmark Dataset of Chest X-ray Images for Computer-Aided COVID-19 Diagnostics


Jun 08, 2022
Maya Pavlova, Tia Tuinstra, Hossein Aboutalebi, Andy Zhao, Hayden Gunraj, Alexander Wong

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* 3 pages 

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COVIDx CT-3: A Large-scale, Multinational, Open-Source Benchmark Dataset for Computer-aided COVID-19 Screening from Chest CT Images


Jun 07, 2022
Tia Tuinstra, Hayden Gunraj, Alexander Wong

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* 3 pages 

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MEDUSA: Multi-scale Encoder-Decoder Self-Attention Deep Neural Network Architecture for Medical Image Analysis


Oct 12, 2021
Hossein Aboutalebi, Maya Pavlova, Hayden Gunraj, Mohammad Javad Shafiee, Ali Sabri, Amer Alaref, Alexander Wong

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COVID-Net MLSys: Designing COVID-Net for the Clinical Workflow


Sep 14, 2021
Audrey G. Chung, Maya Pavlova, Hayden Gunraj, Naomi Terhljan, Alexander MacLean, Hossein Aboutalebi, Siddharth Surana, Andy Zhao, Saad Abbasi, Alexander Wong

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* 4 pages 

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COVID-Net US: A Tailored, Highly Efficient, Self-Attention Deep Convolutional Neural Network Design for Detection of COVID-19 Patient Cases from Point-of-care Ultrasound Imaging


Aug 05, 2021
Alexander MacLean, Saad Abbasi, Ashkan Ebadi, Andy Zhao, Maya Pavlova, Hayden Gunraj, Pengcheng Xi, Sonny Kohli, Alexander Wong

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* 12 pages 

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Insights into Data through Model Behaviour: An Explainability-driven Strategy for Data Auditing for Responsible Computer Vision Applications


Jun 16, 2021
Alexander Wong, Adam Dorfman, Paul McInnis, Hayden Gunraj

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* 4 pages 

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COVID-Net CXR-2: An Enhanced Deep Convolutional Neural Network Design for Detection of COVID-19 Cases from Chest X-ray Images


May 14, 2021
Maya Pavlova, Naomi Terhljan, Audrey G. Chung, Andy Zhao, Siddharth Surana, Hossein Aboutalebi, Hayden Gunraj, Ali Sabri, Amer Alaref, Alexander Wong

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* 12 pages. arXiv admin note: text overlap with arXiv:2105.00256 

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