Article, 2024

Differentiation of COVID-19 pneumonia from other lung diseases using CT radiomic features and machine learning: A large multicentric cohort study

INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY, ISSN 0899-9457, Volume 34, 2, 10.1002/ima.23028

Contributors

Shiri, Isaac [1] Salimi, Yazdan [1] Saberi, Abdollah [1] Pakbin, Masoumeh [2] Hajianfar, Ghasem [1] Avval, Atlas Haddadi [3] Sanaat, Amirhossein [1] Akhavanallaf, Azadeh [1] Mostafaei, Shayan [4] Mansouri, Zahra [1] Askari, Dariush [5] Ghasemian, Mohammadreza [2] Sharifipour, Ehsan [2] Sandoughdaran, Saleh [6] Sohrabi, Ahmad [7] Sadati, Elham [8] Livani, Somayeh [9] Iranpour, Pooya [10] Kolahi, Shahriar [11] Khosravi, Bardia [11] Khateri, Maziar [12] Bijari, Salar [8] Atashzar, Mohammad Reza [13] Shayesteh, Sajad P. [14] Babaei, Mohammad Reza [15] Jenabi, Elnaz [11] Hasanian, Mohammad [16] Shahhamzeh, Alireza [2] Ghomi, Seyed Yaser Foroghi [2] Mozafari, Abolfazl [12] Shirzad-Aski, Hesamaddin [9] Movaseghi, Fatemeh [12] Bozorgmehr, Rama [5] Goharpey, Neda [5] Abdollahi, Hamid [17] [18] Geramifar, Parham [11] Radmard, Amir Reza [11] Arabi, Hossein [1] Rezaei-Kalantari, Kiara [15] Oveisi, Mehrdad [17] [19] [20] Rahmim, Arman [17] [18] Zaidi, Habib (Corresponding author) [1] [21] [22] [23]

Affiliations

  1. [1] Geneva Univ Hosp, Div Nucl Med & Mol Imaging, CH-1211 Geneva, Switzerland
    2. [NORA names: Switzerland; Europe, Non-EU; OECD];
  2. [2] Qom Univ Med Sci, Clin Res Dev Ctr, Qom, Iran
    3. [NORA names: Iran; Asia, Middle East];
  3. [3] Mashhad Univ Med Sci, Sch Med, Mashhad, Iran
    4. [NORA names: Iran; Asia, Middle East];
  4. [4] Karolinska Inst, Dept Med Epidemiol & Biostat, Stockholm, Sweden
    5. [NORA names: Sweden; Europe, EU; Nordic; OECD];
  5. [5] Shahid Beheshti Univ Med Sci, Dept Radiol Technol, Tehran, Iran
    6. [NORA names: Iran; Asia, Middle East];

Abstract

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Keywords

COVID-19, computed tomography, differential diagnosis, machine learning, radiomics

Data Provider: Clarivate

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