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Publications about 'SARS-CoV-2'
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Mohammadsadegh Saberian.
DEEMD: Drug Efficacy Estimation Against SARS-CoV-2 Based On Cell Morphology With Deep Multiple Instance Learning.
Master's Thesis,
School of Computing Science, Faculty of Applied Sciences, Simon Fraser University,
April 2021.
[bibtex-key = msc2021saberian]
Articles in journal, book chapters
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Arafat Hussain,
Zahra Mirikharaji,
Mohammad Momeny,
Mahmoud Marhamati,
Ali Asghar Neshat,
Rafeef Garbi,
and Ghassan Hamarneh.
Active Deep Learning from a Noisy Teacher for Semi-supervised 3D Image Segmentation: Application to COVID-19 Pneumonia Infection in CT.
Computerized Medical Imaging and Graphics (CMIG),
102(102127):1-11,
2022.
Keyword(s): Segmentation,
Machine Learning,
Deep Learning,
COVID19,
SARS-CoV-2.
[bibtex-key = cmig2022]
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M.Sadegh Saberian,
Kathleen Moriarty,
Andrea Olmstead,
Christian Hallgrimson,
François Jean,
Ivan Robert Nabi,
Maxwell Libbrecht,
and Ghassan Hamarneh.
DEEMD: Drug Efficacy Estimation against SARS-CoV-2 based on Cell Morphology with Deep Multiple Instance Learning.
IEEE Transactions on Medical Imaging (IEEE TMI),
41(11):3128-3145,
2022.
Keyword(s): Deep Learning,
Machine Learning,
COVID19,
SARS-CoV-2.
[bibtex-key = tmi2022]
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Mohammad Momeny,
Ali Asghar Neshat,
Arafat Hussain,
Solmaz Kia,
Mahmoud Marhamati,
Ahmad Jahanbakhshi,
and Ghassan Hamarneh.
Learning-to-Augment Strategy using Noisy and Denoised Data: Improving Generalizability of Deep CNN for the Detection of COVID-19 in X-ray Images.
Computers in Biology and Medicine (CIBM),
136:104704,
2021.
Keyword(s): Deep Learning,
Classification,
Augmentation,
COVID19,
SARS-CoV-2.
[bibtex-key = cibm2021]
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M.Sadegh Saberian,
Kathleen Moriarty,
Andrea Olmstead,
François Jean,
Ivan Robert Nabi,
Maxwell Libbrecht,
and Ghassan Hamarneh.
Drug Repurposing Efficacy Estimation based on Morphological Analysis of SARS-CoV-2 Infected Cells within a Multiple Instance Learning Framework.
In Machine learning for computational biology conference (MLCB),
pages 1-13,
2020.
Keyword(s): Deep Learning,
Machine Learning,
COVID19,
SARS-CoV-2.
[bibtex-key = mlcb2020]
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Last modified: Thu Aug 1 12:06:05 2024
Author: hamarneh.
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