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[HTML][HTML] Deep learning for chest X-ray analysis: A survey
Recent advances in deep learning have led to a promising performance in many medical
image analysis tasks. As the most commonly performed radiological exam, chest …
image analysis tasks. As the most commonly performed radiological exam, chest …
Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans
Abstract Machine learning methods offer great promise for fast and accurate detection and
prognostication of coronavirus disease 2019 (COVID-19) from standard-of-care chest …
prognostication of coronavirus disease 2019 (COVID-19) from standard-of-care chest …
AI for radiographic COVID-19 detection selects shortcuts over signal
Artificial intelligence (AI) researchers and radiologists have recently reported AI systems that
accurately detect COVID-19 in chest radiographs. However, the robustness of these systems …
accurately detect COVID-19 in chest radiographs. However, the robustness of these systems …
Robotics and artificial intelligence in healthcare during COVID-19 pandemic: A systematic review
The outbreak of the COVID-19 pandemic is unarguably the biggest catastrophe of the 21st
century, probably the most significant global crisis after the second world war. The rapid …
century, probably the most significant global crisis after the second world war. The rapid …
Artificial intelligence in the battle against coronavirus (COVID-19): a survey and future research directions
Artificial intelligence (AI) has been applied widely in our daily lives in a variety of ways with
numerous success stories. AI has also contributed to dealing with the coronavirus disease …
numerous success stories. AI has also contributed to dealing with the coronavirus disease …
COVID-19 imaging: what we know now and what remains unknown
Infection with SARS-CoV-2 ranges from an asymptomatic condition to a severe and
sometimes fatal disease, with mortality most frequently being the result of acute lung injury …
sometimes fatal disease, with mortality most frequently being the result of acute lung injury …
Digital imaging, technologies and artificial intelligence applications during COVID-19 pandemic
The advancement of technology remained an immersive interest for humankind throughout
the past decades. Tech enterprises offered a stream of innovation to address the universal …
the past decades. Tech enterprises offered a stream of innovation to address the universal …
The effectiveness of image augmentation in deep learning networks for detecting COVID-19: A geometric transformation perspective
Chest X-ray imaging technology used for the early detection and screening of COVID-19
pneumonia is both accessible worldwide and affordable compared to other non-invasive …
pneumonia is both accessible worldwide and affordable compared to other non-invasive …
Artificial intelligence-driven assessment of radiological images for COVID-19
Artificial Intelligence (AI) methods have significant potential for diagnosis and prognosis of
COVID-19 infections. Rapid identification of COVID-19 and its severity in individual patients …
COVID-19 infections. Rapid identification of COVID-19 and its severity in individual patients …
Covid-19 prognosis via self-supervised representation learning and multi-image prediction
The rapid spread of COVID-19 cases in recent months has strained hospital resources,
making rapid and accurate triage of patients presenting to emergency departments a …
making rapid and accurate triage of patients presenting to emergency departments a …