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Hayden Gunraj
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2020 – today
- 2023
- [j2]Hayden Gunraj
, Paul Guerrier, Sheldon Fernandez, Alexander Wong:
SolderNet: Towards trustworthy visual inspection of solder joints in electronics manufacturing using explainable artificial intelligence. AI Mag. 44(4): 442-452 (2023) - [c5]Hayden Gunraj, Paul Guerrier, Sheldon Fernandez, Alexander Wong:
SolderNet: Towards Trustworthy Visual Inspection of Solder Joints in Electronics Manufacturing Using Explainable Artificial Intelligence. AAAI 2023: 15668-15674 - [c4]Yuhao Chen, Hayden Gunraj, E. Zhixuan Zeng, Robbie Meyer, Maximilian Gilles, Alexander Wong:
MMRNet: Improving Reliability for Multimodal Object Detection and Segmentation for Bin Picking via Multimodal Redundancy. CVPR Workshops 2023: 68-77 - [c3]Chi-En Amy Tai
Enhancing Clinical Support for Breast Cancer with Deep Learning Models Using Synthetic Correlated Diffusion Imaging. AMAI@MICCAI 2023: 83-93 - [i18]Chi-En Amy Tai, Hayden Gunraj, Alexander Wong:
A Multi-Institutional Open-Source Benchmark Dataset for Breast Cancer Clinical Decision Support using Synthetic Correlated Diffusion Imaging Data. CoRR abs/2304.05623 (2023) - [i17]Chi-En Amy Tai, Hayden Gunraj, Alexander Wong:
Cancer-Net BCa-S: Breast Cancer Grade Prediction using Volumetric Deep Radiomic Features from Synthetic Correlated Diffusion Imaging. CoRR abs/2304.05899 (2023) - [i16]E. Zhixuan Zeng, Hayden Gunraj, Sheldon Fernandez, Alexander Wong:
Explaining Explainability: Towards Deeper Actionable Insights into Deep Learning through Second-order Explainability. CoRR abs/2306.08780 (2023) - [i15]Hayden Gunraj, Chi-En Amy Tai, Alexander Wong:
Cancer-Net PCa-Data: An Open-Source Benchmark Dataset for Prostate Cancer Clinical Decision Support using Synthetic Correlated Diffusion Imaging Data. CoRR abs/2311.11647 (2023) - [i14]Yifan Wu, Hayden Gunraj, Chi-En Amy Tai, Alexander Wong:
COVIDx CXR-4: An Expanded Multi-Institutional Open-Source Benchmark Dataset for Chest X-ray Image-Based Computer-Aided COVID-19 Diagnostics. CoRR abs/2311.17677 (2023) - [i13]Aditya Sridhar, Chi-En Amy Tai, Hayden Gunraj, Yuhao Chen, Alexander Wong:
Cancer-Net PCa-Gen: Synthesis of Realistic Prostate Diffusion Weighted Imaging Data via Anatomic-Conditional Controlled Latent Diffusion. CoRR abs/2311.18612 (2023) - 2022
- [i12]Tia Tuinstra, Hayden Gunraj
COVIDx CT-3: A Large-scale, Multinational, Open-Source Benchmark Dataset for Computer-aided COVID-19 Screening from Chest CT Images. CoRR abs/2206.03043 (2022) - [i11]Maya Pavlova, Tia Tuinstra, Hossein Aboutalebi, Andy Zhao, Hayden Gunraj
COVIDx CXR-3: A Large-Scale, Open-Source Benchmark Dataset of Chest X-ray Images for Computer-Aided COVID-19 Diagnostics. CoRR abs/2206.03671 (2022) - [i10]Yuhao Chen, Hayden Gunraj
MMRNet: Improving Reliability for Multimodal Computer Vision for Bin Picking via Multimodal Redundancy. CoRR abs/2210.10842 (2022) - [i9]Chi-En Amy Tai
Cancer-Net BCa: Breast Cancer Pathologic Complete Response Prediction using Volumetric Deep Radiomic Features from Synthetic Correlated Diffusion Imaging. CoRR abs/2211.05308 (2022) - [i8]Hayden Gunraj
SolderNet: Towards Trustworthy Visual Inspection of Solder Joints in Electronics Manufacturing Using Explainable Artificial Intelligence. CoRR abs/2211.10274 (2022) - 2021
- [c2]Audrey G. Chung, Maya Pavlova, Hayden Gunraj
COVID-Net MLSys: Designing COVID-Net for the Clinical Workflow. CCECE 2021: 1-5 - [c1]Alexander MacLean, Saad Abbasi, Ashkan Ebadi, Andy Zhao, Maya Pavlova, Hayden Gunraj
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. DART/FAIR@MICCAI 2021: 191-202 - [i7]Hayden Gunraj, Ali Sabri, David Koff, Alexander Wong:
COVID-Net CT-2: Enhanced Deep Neural Networks for Detection of COVID-19 from Chest CT Images Through Bigger, More Diverse Learning. CoRR abs/2101.07433 (2021) - [i6]Maya Pavlova, Naomi Terhljan, Audrey G. Chung, Andy Zhao, Siddharth Surana, Hossein Aboutalebi, Hayden Gunraj, Ali Sabri, Amer Alaref, Alexander Wong:
COVID-Net CXR-2: An Enhanced Deep Convolutional Neural Network Design for Detection of COVID-19 Cases from Chest X-ray Images. CoRR abs/2105.06640 (2021) - [i5]Alexander Wong, Adam Dorfman, Paul McInnis, Hayden Gunraj:
Insights into Data through Model Behaviour: An Explainability-driven Strategy for Data Auditing for Responsible Computer Vision Applications. CoRR abs/2106.09177 (2021) - [i4]Alexander MacLean, Saad Abbasi, Ashkan Ebadi, Andy Zhao, Maya Pavlova, Hayden Gunraj, Pengcheng Xi, Sonny Kohli, Alexander Wong:
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. CoRR abs/2108.03131 (2021) - [i3]Audrey G. Chung, Maya Pavlova, Hayden Gunraj, Naomi Terhljan, Alexander MacLean, Hossein Aboutalebi, Siddharth Surana, Andy Zhao, Saad Abbasi, Alexander Wong:
COVID-Net MLSys: Designing COVID-Net for the Clinical Workflow. CoRR abs/2109.06421 (2021) - [i2]Hossein Aboutalebi, Maya Pavlova, Hayden Gunraj, Mohammad Javad Shafiee, Ali Sabri, Amer Alaref, Alexander Wong:
MEDUSA: Multi-scale Encoder-Decoder Self-Attention Deep Neural Network Architecture for Medical Image Analysis. CoRR abs/2110.06063 (2021) - 2020
- [j1]Chris Dulhanty, Linda Wang, Maria Cheng, Hayden Gunraj
Radiomics Driven Diffusion Weighted Imaging Sensing Strategies for Zone-Level Prostate Cancer Sensing. Sensors 20(5): 1539 (2020) - [i1]Hayden Gunraj, Linda Wang, Alexander Wong:
COVIDNet-CT: A Tailored Deep Convolutional Neural Network Design for Detection of COVID-19 Cases from Chest CT Images. CoRR abs/2009.05383 (2020)
Coauthor Index
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