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20212024
most citedCOVID-Net USPro: An Open-Source Explainable Few-Shot Deep Prototypical Network to Monitor and Detect COVID-19 Infection from Point-of-Care Ultrasound Images

15 citations · 32 across the 16 of their papers we have counts for

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Showing 2021Show all

2 papers · 1 filter

cs.LG2021★ 3 cited

Performance or Trust? Why Not Both. Deep AUC Maximization with Self-Supervised Learning for COVID-19 Chest X-ray Classifications

Siyuan He, Pengcheng Xi, Ashkan Ebadi +2

Effective representation learning is the key in improving model performance for medical image analysis. In training deep learning models, a compromise often must be made between pe…

eess.IV2021

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

Alexander MacLean, Saad Abbasi, Ashkan Ebadi +6

The Coronavirus Disease 2019 (COVID-19) pandemic has impacted many aspects of life globally, and a critical factor in mitigating its effects is screening individuals for infections…