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Lung-Originated Tumor Segmentation from Computed Tomography Scan (LOTUS) Benchmark



Parnian Afshar , Arash Mohammadi , Konstantinos N. Plataniotis , Keyvan Farahani , Justin Kirby , Anastasia Oikonomou , Amir Asif , Leonard Wee , Andre Dekker , Xin Wu , Mohammad Ariful Haque , Shahruk Hossain , Md. Kamrul Hasan , Uday Kamal , Winston Hsu , Jhih-Yuan Lin , M. Sohel Rahman , Nabil Ibtehaz , Sh. M. Amir Foisol , Kin-Man Lam , Zhong Guang , Runze Zhang , Sumohana S. Channappayya , Shashank Gupta , Chander Dev


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CAE-Transformer: Transformer-based Model to Predict Invasiveness of Lung Adenocarcinoma Subsolid Nodules from Non-thin Section 3D CT Scans



Shahin Heidarian , Parnian Afshar , Anastasia Oikonomou , Konstantinos N. Plataniotis , Arash Mohammadi


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Robust Automated Framework for COVID-19 Disease Identification from a Multicenter Dataset of Chest CT Scans



Shahin Heidarian , Parnian Afshar , Nastaran Enshaei , Farnoosh Naderkhani , Moezedin Javad Rafiee , Anastasia Oikonomou , Akbar Shafiee , Faranak Babaki Fard , Konstantinos N. Plataniotis , Arash Mohammadi


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COVID-Rate: An Automated Framework for Segmentation of COVID-19 Lesions from Chest CT Scans



Nastaran Enshaei , Anastasia Oikonomou , Moezedin Javad Rafiee , Parnian Afshar , Shahin Heidarian , Arash Mohammadi , Konstantinos N. Plataniotis , Farnoosh Naderkhani


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Human-level COVID-19 Diagnosis from Low-dose CT Scans Using a Two-stage Time-distributed Capsule Network



Parnian Afshar , Moezedin Javad Rafiee , Farnoosh Naderkhani , Shahin Heidarian , Nastaran Enshaei , Anastasia Oikonomou , Faranak Babaki Fard , Reut Anconina , Keyvan Farahani , Konstantinos N. Plataniotis , Arash Mohammadi


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Diagnosis/Prognosis of COVID-19 Images: Challenges, Opportunities, and Applications



Arash Mohammadi , Yingxu Wang , Nastaran Enshaei , Parnian Afshar , Farnoosh Naderkhani , Anastasia Oikonomou , Moezedin Javad Rafiee , Helder C. R. Oliveira , Svetlana Yanushkevich , Konstantinos N. Plataniotis


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CT-CAPS: Feature Extraction-based Automated Framework for COVID-19 Disease Identification from Chest CT Scans using Capsule Networks



Shahin Heidarian , Parnian Afshar , Arash Mohammadi , Moezedin Javad Rafiee , Anastasia Oikonomou , Konstantinos N. Plataniotis , Farnoosh Naderkhani


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COVID-FACT: A Fully-Automated Capsule Network-based Framework for Identification of COVID-19 Cases from Chest CT scans



Shahin Heidarian , Parnian Afshar , Nastaran Enshaei , Farnoosh Naderkhani , Anastasia Oikonomou , S. Farokh Atashzar , Faranak Babaki Fard , Kaveh Samimi , Konstantinos N. Plataniotis , Arash Mohammadi , Moezedin Javad Rafiee


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COVID-CT-MD: COVID-19 Computed Tomography (CT) Scan Dataset Applicable in Machine Learning and Deep Learning



Parnian Afshar , Shahin Heidarian , Nastaran Enshaei , Farnoosh Naderkhani , Moezedin Javad Rafiee , Anastasia Oikonomou , Faranak Babaki Fard , Kaveh Samimi , Konstantinos N. Plataniotis , Arash Mohammadi


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