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Hayden Gunraj
Hayden Gunraj
Verified email at uwaterloo.ca
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Year
COVIDNet-CT: a tailored deep convolutional neural network design for detection of COVID-19 cases from chest CT images
H Gunraj, L Wang, A Wong
Frontiers in Medicine 7, 608525, 2020
2482020
COVID-Net CT-2: Enhanced Deep Neural Networks for Detection of COVID-19 from Chest CT Images Through Bigger, More Diverse Learning
H Gunraj, A Sabri, D Koff, A Wong
Frontiers in Medicine 8, 2021
922021
COVID-Net CXR-2: An enhanced deep convolutional neural network design for detection of COVID-19 cases from chest X-ray images
M Pavlova, N Terhljan, AG Chung, A Zhao, S Surana, H Aboutalebi, ...
Frontiers in Medicine 9, 2022
362022
MEDUSA: multi-scale encoder-decoder self-attention deep neural network architecture for medical image analysis
H Aboutalebi, M Pavlova, H Gunraj, MJ Shafiee, A Sabri, A Alaref, A Wong
Frontiers in medicine 8, 821120, 2022
172022
Radiomics driven diffusion weighted imaging sensing strategies for zone-level prostate cancer sensing
C Dulhanty, L Wang, M Cheng, H Gunraj, F Khalvati, MA Haider, A Wong
Sensors 20 (5), 1539, 2020
142020
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
A MacLean, S Abbasi, A Ebadi, A Zhao, M Pavlova, H Gunraj, P Xi, ...
Domain Adaptation and Representation Transfer, and Affordable Healthcare and …, 2021
112021
Synthetic correlated diffusion imaging hyperintensity delineates clinically significant prostate cancer
A Wong, H Gunraj, V Sivan, MA Haider
Scientific Reports 12 (1), 3376, 2022
92022
Covidx ct-3: A large-scale, multinational, open-source benchmark dataset for computer-aided Covid-19 screening from chest CT images
H Gunraj, T Tuinstra, A Wong
arXiv preprint arXiv:2206.03043, 2022
62022
COVID-Net CT-2: Enhanced Deep Neural Networks for Detection of COVID-19 from Chest CT Images Through Bigger
H Gunraj, A Sabri, D Koff, A Wong
More Diverse Learning. arXiv 2101, 2021
62021
Feasibility of diffusion‐tensor and correlated diffusion imaging for studying white‐matter microstructural abnormalities: Application in COVID‐19
N Teller, JA Chad, A Wong, H Gunraj, X Ji, M Goubran, A Gilboa, ...
Human Brain Mapping 44 (10), 3998-4010, 2023
5*2023
Cancer-net bca: Breast cancer pathologic complete response prediction using volumetric deep radiomic features from synthetic correlated diffusion imaging
CA Tai, N Hodzic, N Flanagan, H Gunraj, A Wong
arXiv preprint arXiv:2211.05308, 2022
52022
COVIDx CT-2A: A large-scale chest CT dataset for COVID-19 detection
H Gunraj
52021
COVID-Net open source initiative-COVIDx CT-2 dataset
H Gunraj, A Sabri, D Koff, A Wong
52020
Enhancing Clinical Support for Breast Cancer with Deep Learning Models Using Synthetic Correlated Diffusion Imaging
CA Tai, H Gunraj, N Hodzic, N Flanagan, A Sabri, A Wong
International Workshop on Applications of Medical AI, 83-93, 2023
42023
COVID-Net MLSys: designing COVID-Net for the clinical workflow
AG Chuna, M Pavlova, H Gunraj, N Terhljan, A MacLean, H Aboutalebi, ...
2021 IEEE Canadian conference on electrical and computer engineering (CCECE …, 2021
32021
SolderNet: Towards trustworthy visual inspection of solder joints in electronics manufacturing using explainable artificial intelligence
H Gunraj, P Guerrier, S Fernandez, A Wong
Proceedings of the AAAI Conference on Artificial Intelligence 37 (13), 15668 …, 2023
22023
A Multi-Institutional Open-Source Benchmark Dataset for Breast Cancer Clinical Decision Support using Synthetic Correlated Diffusion Imaging Data
CA Tai, H Gunraj, A Wong
arXiv preprint arXiv:2304.05623, 2023
12023
MMRNet: Improving Reliability for Multimodal Object Detection and Segmentation for Bin Picking via Multimodal Redundancy
Y Chen, H Gunraj, EZ Zeng, R Meyer, M Gilles, A Wong
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
1*2023
Insights into Data through Model Behaviour: An Explainability-driven Strategy for Data Auditing for Responsible Computer Vision Applications
A Wong, A Dorfman, P McInnis, H Gunraj
arXiv preprint arXiv:2106.09177, 2021
12021
COVIDx CXR-4: An Expanded Multi-Institutional Open-Source Benchmark Dataset for Chest X-ray Image-Based Computer-Aided COVID-19 Diagnostics
Y Wu, H Gunraj, CA Tai, A Wong
arXiv preprint arXiv:2311.17677, 2023
2023
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