Differential privacy preserved federated learning for prognostic modeling in COVID-19 patients using large multi-institutional chest CT dataset.
作者:
Isaac,Shiri [1]
;
Yazdan,Salimi [1]
;
Nasim,Sirjani [2]
;
Behrooz,Razeghi [3]
;
Sara,Bagherieh [4]
;
Masoumeh,Pakbin [5]
;
Zahra,Mansouri [1]
;
Ghasem,Hajianfar [1]
;
Atlas Haddadi,Avval [6]
;
Dariush,Askari [7]
;
Mohammadreza,Ghasemian [8]
;
Saleh,Sandoughdaran [9]
;
Ahmad,Sohrabi [10]
;
Elham,Sadati [11]
;
Somayeh,Livani [12]
;
Pooya,Iranpour [13]
;
Shahriar,Kolahi [14]
;
Bardia,Khosravi [15]
;
Salar,Bijari [11]
;
Sahar,Sayfollahi [16]
;
Mohammad Reza,Atashzar [17]
;
Mohammad,Hasanian [18]
;
Alireza,Shahhamzeh [19]
;
Arash,Teimouri [13]
;
Neda,Goharpey [20]
;
Hesamaddin,Shirzad-Aski [21]
;
Jalal,Karimi [22]
;
Amir Reza,Radmard [23]
;
Kiara,Rezaei-Kalantari [24]
;
Mostafa Ghelich,Oghli [2]
;
Mehrdad,Oveisi [25]
;
Alireza,Vafaei Sadr [26]
;
Slava,Voloshynovskiy [3]
;
Habib,Zaidi [1]
作者单位:
Division of Nuclear Medicine and Molecular Imaging, Geneva University Hospital, Geneva, Switzerland.
[1]
Research and Development Department, Med Fanavarn Plus Co, Karaj, Iran.
[2]
Department of Computer Science, University of Geneva, Geneva, Switzerland.
[3]
School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran.
[4]
Imaging Department, Qom University of Medical Sciences, Qom, Iran.
[5]
School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran.
[6]
Department of Radiology Technology, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
[7]
Department of Radiology, Shahid Beheshti Hospital, Qom University of Medical Sciences, Qom, Iran.
[8]
Department of Clinical Oncology, Royal Surrey County Hospital, Guildford, UK.
[9]
Radin Makian Azma Mehr Ltd., Radinmehr Veterinary Laboratory, Iran University of Medical Sciences, Gorgan, Iran.
[10]
Department of Medical Physics, Faculty of Medical Sciences, Tarbiat Modares University, Tehran, Iran.
[11]
Clinical Research Development Unit (CRDU), Sayad Shirazi Hospital, Golestan University of Medical Sciences, Gorgan, Iran.
[12]
Medical Imaging Research Center, Department of Radiology, Shiraz University of Medical Sciences, Shiraz, Iran.
[13]
Department of Radiology, School of Medicine, Advanced Diagnostic and Interventional Radiology Research Center (ADIR), Imam Khomeini Hospital, Tehran University of Medical Sciences, Tehran, Iran.
[14]
Digestive Diseases Research Center, Digestive Diseases Research Institute, Tehran University of Medical Sciences, Tehran, Iran.
[15]
Department of Neurosurgery, Faculty of Medical Sciences, Iran University of Medical Sciences, Tehran, Iran.
[16]
Department of Immunology, School of Medicine, Fasa University of Medical Sciences, Fasa, Iran.
[17]
Department of Radiology, Arak University of Medical Sciences, Arak, Iran.
[18]
Clinical research development center, Qom University of Medical Sciences, Qom, Iran.
[19]
Department of radiation oncology, Shohada-e Tajrish Hospital, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
[20]
Infectious Diseases Research Center, Golestan University of Medical Sciences, Gorgan, Iran.
[21]
Department of Infectious Disease, School of Medicine, Fasa University of Medical Sciences, Fasa, Iran.
[22]
Department of Radiology, Shariati Hospital, Tehran University of Medical Sciences, Tehran, Iran.
[23]
Rajaie Cardiovascular, Medical & Research Center, Iran University of Medical Science, Tehran, Iran.
[24]
Department of Computer Science, University of British Columbia, Vancouver, British Columbia, Canada.
[25]
Department of Public Health Sciences, College of Medicine, Pennsylvania State University, Hershey, Pennsylvania, USA.
[26]
Department of Nuclear Medicine and Molecular Imaging, University of Groningen, University Medical Center Groningen, Groningen, Netherlands.
[27]
Department of Nuclear Medicine, University of Southern Denmark, Odense, Denmark.
[28]
University Research and Innovation Center, Óbuda University, Budapest, Hungary.
[29]
主题词
人类(Humans);体层摄影术, X线计算机(Tomography, X-Ray Computed);预后(Prognosis);男(雄)性(Male);女(雌)性(Female);老年人(Aged);中年人(Middle Aged);隐私权(Privacy);放射摄影术, 胸部(Radiography, Thoracic)
DOI
10.1002/mp.16964
PMID
38335175
发布时间
2024-07-11
- 浏览0

Medical physics
Medical physics
4736-4747页
相似文献
- 中文期刊
- 外文期刊
- 学位论文
- 会议论文