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01/04/2023
COVID-Net USPro: An Open-Source Explainable Few-Shot Deep Prototypical Network to Monitor and Detect COVID-19 Infection from Point-of-Care Ultrasound Images
As the Coronavirus Disease 2019 (COVID-19) continues to impact many aspe...
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12/06/2022
A Trustworthy Framework for Medical Image Analysis with Deep Learning
Computer vision and machine learning are playing an increasingly importa...
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07/19/2022
Towards Trustworthy Healthcare AI: Attention-Based Feature Learning for COVID-19 Screening With Chest Radiography
Building AI models with trustworthiness is important especially in regul...
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02/22/2022
Improving Classification Model Performance on Chest X-Rays through Lung Segmentation
Chest radiography is an effective screening tool for diagnosing pulmonar...
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12/14/2021
Performance or Trust? Why Not Both. Deep AUC Maximization with Self-Supervised Learning for COVID-19 Chest X-ray Classifications
Effective representation learning is the key in improving model performa...
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11/12/2021
NRC-GAMMA: Introducing a Novel Large Gas Meter Image Dataset
Automatic meter reading technology is not yet widespread. Gas, electrici...
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05/04/2021
COVID-19 Detection from Chest X-ray Images using Imprinted Weights Approach
The COVID-19 pandemic has had devastating effects on the well-being of t...
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03/18/2021
COVIDx-US – An open-access benchmark dataset of ultrasound imaging data for AI-driven COVID-19 analytics
The COVID-19 pandemic continues to have a devastating effect on the heal...
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07/22/2020