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 …
COVID-19 automatic diagnosis with radiographic imaging: Explainable attention transfer deep neural networks
Researchers seek help from deep learning methods to alleviate the enormous burden of
reading radiological images by clinicians during the COVID-19 pandemic. However …
reading radiological images by clinicians during the COVID-19 pandemic. However …
AI-assisted CT imaging analysis for COVID-19 screening: Building and deploying a medical AI system in four weeks
The sudden outbreak of novel coronavirus 2019 (COVID-19) increased the diagnostic
burden of radiologists. In the time of an epidemic crisis, we hoped artificial intelligence (AI) to …
burden of radiologists. In the time of an epidemic crisis, we hoped artificial intelligence (AI) to …
ai-corona: Radiologist-assistant deep learning framework for COVID-19 diagnosis in chest CT scans
M Yousefzadeh, P Esfahanian, SMS Movahed… - PloS one, 2021 - journals.plos.org
The development of medical assisting tools based on artificial intelligence advances is
essential in the global fight against COVID-19 outbreak and the future of medical systems. In …
essential in the global fight against COVID-19 outbreak and the future of medical systems. In …
An interpretable deep learning workflow for discovering subvisual abnormalities in CT scans of COVID-19 inpatients and survivors
L Zhou, X Meng, Y Huang, K Kang, J Zhou… - Nature Machine …, 2022 - nature.com
Tremendous efforts have been made to improve diagnosis and treatment of COVID-19, but
knowledge on long-term complications is limited. In particular, a large portion of survivors …
knowledge on long-term complications is limited. In particular, a large portion of survivors …
Deep learning–driven automated detection of Covid-19 from radiography images: A comparative analysis
The COVID-19 pandemic has wreaked havoc on the whole world, taking over half a million
lives and capsizing the world economy in unprecedented magnitudes. With the world …
lives and capsizing the world economy in unprecedented magnitudes. With the world …
The reproducibility issues that haunt health-care AI
K Tsima - Nature, 2023 - nature.com
402| Nature| Vol 613| 12 January 2023| Corrected 12 January© 2023 Springer Nature Li
mited. All rights reserved. diagnosis, guide treatment strategies, conduct pandemic …
mited. All rights reserved. diagnosis, guide treatment strategies, conduct pandemic …
[PDF][PDF] Deepcovidexplainer: Explainable covid-19 predictions based on chest x-ray images
Amid the coronavirus disease (COVID-19) pandemic, humanity experiences a rapid
increase in infection numbers across the world. A challenge hospitals are faced with, in the …
increase in infection numbers across the world. A challenge hospitals are faced with, in the …
Artificial intelligence of COVID-19 imaging: a hammer in search of a nail
RM Summers - Radiology, 2021 - pubs.rsna.org
How does one put this deluge of articles into context? It seems unlikely that an AI system
would detect many patients with COVID-19 who had a negative reverse transcription …
would detect many patients with COVID-19 who had a negative reverse transcription …
Interpretable artificial intelligence framework for COVID‑19 screening on chest X‑rays
N Tsiknakis, E Trivizakis… - Experimental and …, 2020 - spandidos-publications.com
COVID-19 has led to an unprecedented healthcare crisis with millions of infected people
across the globe often pushing infrastructures, healthcare workers and entire economies …
across the globe often pushing infrastructures, healthcare workers and entire economies …