[HTML][HTML] COVID-19 pneumonia diagnosis using a simple 2D deep learning framework with a single chest CT image: model development and validation

H Ko, H Chung, WS Kang, KW Kim, Y Shin… - Journal of medical …, 2020 - jmir.org
Background Coronavirus disease (COVID-19) has spread explosively worldwide since the
beginning of 2020. According to a multinational consensus statement from the Fleischner …

A fully automatic deep learning system for COVID-19 diagnostic and prognostic analysis

S Wang, Y Zha, W Li, Q Wu, X Li, M Niu… - European …, 2020 - Eur Respiratory Soc
Coronavirus disease 2019 (COVID-19) has spread globally, and medical resources become
insufficient in many regions. Fast diagnosis of COVID-19 and finding high-risk patients with …

The multimodal deep learning for diagnosing COVID-19 pneumonia from chest CT-scan and X-ray images

N Hilmizen, A Bustamam… - 2020 3rd international …, 2020 - ieeexplore.ieee.org
Due to the COVID-19 Pandemic, doctors need to make medical decisions for their patients
based on many examinations (eg, polymerase chain reaction test, temperature test, CT …

Deep learning enables accurate diagnosis of novel coronavirus (COVID-19) with CT images

Y Song, S Zheng, L Li, X Zhang… - … ACM transactions on …, 2021 - ieeexplore.ieee.org
A novel coronavirus (COVID-19) recently emerged as an acute respiratory syndrome, and
has caused a pneumonia outbreak world-widely. As the COVID-19 continues to spread …

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 …

Covidctnet: An open-source deep learning approach to identify covid-19 using ct image

T Javaheri, M Homayounfar, Z Amoozgar… - arXiv preprint arXiv …, 2020 - arxiv.org
Coronavirus disease 2019 (Covid-19) is highly contagious with limited treatment options.
Early and accurate diagnosis of Covid-19 is crucial in reducing the spread of the disease …

Deep learning–based COVID-19 pneumonia classification using chest CT images: model generalizability

D Nguyen, F Kay, J Tan, Y Yan, YS Ng… - Frontiers in Artificial …, 2021 - frontiersin.org
Since the outbreak of the COVID-19 pandemic, worldwide research efforts have focused on
using artificial intelligence (AI) technologies on various medical data of COVID-19–positive …

[HTML][HTML] A deep learning system to screen novel coronavirus disease 2019 pneumonia

X Xu, X Jiang, C Ma, P Du, X Li, S Lv, L Yu, Q Ni… - Engineering, 2020 - Elsevier
The real-time reverse transcription-polymerase chain reaction (RT-PCR) detection of viral
RNA from sputum or nasopharyngeal swab had a relatively low positive rate in the early …

Detecting covid-19 and community acquired pneumonia using chest ct scan images with deep learning

S Chaudhary, S Sadbhawna… - ICASSP 2021-2021 …, 2021 - ieeexplore.ieee.org
We propose a two-stage Convolutional Neural Network (CNN) based classification
framework for detecting COVID-19 and Community Acquired Pneumonia (CAP) using the …

End-to-end automatic differentiation of the coronavirus disease 2019 (COVID-19) from viral pneumonia based on chest CT

J Song, H Wang, Y Liu, W Wu, G Dai, Z Wu… - European journal of …, 2020 - Springer
Purpose In the absence of a virus nucleic acid real-time reverse transcriptase-polymerase
chain reaction (RT-PCR) test and experienced radiologists, clinical diagnosis is challenging …