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Artificial intelligence versus radiologists in detecting early-stage breascancer from mammograms: a meta-analysis of paradigm shifts

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University of Palestine
Hashim H.T.; Alhatemi A.Q.M.; Daraghma M.; Ali H.T.; Khan M.A.; Sulaiman F.A.; Ali Z.H.; Sahib M.A.; Al-Obaidi A.D.; Al-Obaidi A.
Hashim, Hashim Talib (57216977865); Alhatemi, Ahmed Qasim Mohammed (59150656300); Daraghma, Motaz (58238287200); Ali, Hossam Tharwat (57900926300); Khan, Mudassir Ahmad (59357516500); Sulaiman, Fatimah Abdullah (59355578800); Ali, Zahraa Hussein (58706395000); Sahib, Mohanad Ahmed (58956013600); Al-Obaidi, Ahmed Dheyaa (58098231300); Al-Obaidi, Ammar (57402495000)
57216977865; 59150656300; 58238287200; 57900926300; 59357516500; 59355578800; 58706395000; 58956013600; 58098231300; 57402495000
2025
Polish Journal of Radiology
Artificial intelligence versus radiologists in detecting early-stage breascancer from mammograms: a meta-analysis of paradigm shifts
90
e1
e8
Termedia Publishing House Ltd.
University of Warith Al-Anbiyaa, College of Medicine, Karbala, Iraq; Al-Nassiryah Teaching Hospital, Thi Qar, Iraq; Faculty of Medicine, Arab American University of Palestine, Jenin, Palestine; Qena Faculty of Medicine, South Valley University, Qena, Egypt; Department of Physiology, Shalamar Institute of Health Sciences, Lahore, Pakistan; Al-Nassiryah Teaching Hospital, Nassiryah, Iraq; University of Baghdad, College of Medicine, Baghdad, Iraq; Department of Radiological Techniques, College of Health and Medical Techniques, Al-Mustaqbal University, Babylon, Iraq; MBChB, University of Baghdad, College of Medicine, Baghdad, Iraq; Department of Hematology/Oncology, University of Missouri-Kansas City, MO, United States
Hashim H.T., University of Warith Al-Anbiyaa, College of Medicine, Karbala, Iraq; Alhatemi A.Q.M., Al-Nassiryah Teaching Hospital, Thi Qar, Iraq; Daraghma M., Faculty of Medicine, Arab American University of Palestine, Jenin, Palestine; Ali H.T., Qena Faculty of Medicine, South Valley University, Qena, Egypt; Khan M.A., Department of Physiology, Shalamar Institute of Health Sciences, Lahore, Pakistan; Sulaiman F.A., Al-Nassiryah Teaching Hospital, Nassiryah, Iraq; Ali Z.H., University of Baghdad, College of Medicine, Baghdad, Iraq; Sahib M.A., Department of Radiological Techniques, College of Health and Medical Techniques, Al-Mustaqbal University, Babylon, Iraq; Al-Obaidi A.D., MBChB, University of Baghdad, College of Medicine, Baghdad, Iraq; Al-Obaidi A., Department of Hematology/Oncology, University of Missouri-Kansas City, MO, United States
H.T. Hashim; University of Warith Al-Anbiyaa, College of Medicine, Karbala, Iraq; email: hashim.h.t.h@gmail.com
6
10.5114/pjr/195520
artificial intelligence; detecting early-stage breast cance; radiologists
area under the curve; artificial intelligence; breast cancer; cancer screening; computer assisted tomography; controlled study; diagnostic accuracy; diagnostic test accuracy study; female; human; mammography; meta analysis; radiologist; Review; sensitivity and specificity; systematic review; treatment outcome