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Authors
Elsafty, Ahmed https://orcid.org/0000-0002-7067-4962
Ahmed, Yomna https://orcid.org/0009-0005-5843-0446
Halawa, Taher F.
Li, Shaoguang
Li, Dongguang
Agranovsky, Elena
Soliman, Ahmed
Talaat, Howida
Montaser, Mohamed https://orcid.org/0009-0006-0368-7049
Elnady, Omar
Elnady, Deyaa
Moustafa, Mohamed Mahmoud https://orcid.org/0009-0006-1498-0099
Ibrahim, Nourhan
Gumenyak, Maryana
Soliman, Yasmin
Ali, Samah
Abdelrahman, Elshaimaa https://orcid.org/0009-0007-8977-5855
Alahwal, Hatem M. S. https://orcid.org/0000-0003-3961-0765
Barefah, Ahmed S. https://orcid.org/0000-0003-2009-3817
Abdelghany, Ashraf https://orcid.org/0000-0001-8908-6266
Ammar, Sherif
Abdel-Haleem, Nermeen
Abdel-Kareem, Osama
Shamma, Samir N. https://orcid.org/0000-0003-3508-1130
Husein, Naglaa
Sakr, Maha M. https://orcid.org/0000-0001-7448-5221
AbdElrhman, Heba-Allah E.
Nadim, Menatalla https://orcid.org/0000-0003-1506-3613
Girguis, Hany https://orcid.org/0009-0000-3300-1155
Othman, Manal
Soliman, Ola
Behery, Walaa H.
Eltoukhy, Lamis
Mohamed, Heldez A.
Hassan, Aya M.
Bebers, Fatma-Elzahraa A.
Abdel-Zaher, Marwa
Abbas, Sara A.
Attia, Shady
Saada, Mohamed A.
Eid, Amira S.
Khorshed, Soha E.
Talaat, Khaled
Mahmoud, Mohamed Saad Hamed
Mahmoud, Mahmoud M. S.
Mahmoud, Ola M. S.
Abdel-Kareem, Abdel-Rahman O.
Talaat, Ahmed K.
Heneish, Haitham
Samaha, Ibrahim I. https://orcid.org/0000-0003-2090-4309
Safwat, Mones
Talaat, Mohamed K.
Abdel-Kareem, Alaa O.
Abdel-Monem, Hadeel
Abaza, Ramy
Abaza, Hazem
Ahmad, Nora
Maarouf, May A.
Shaheen, Iman A.
Abdelhafiz, Ahmed S.
Rabee, Amera
Montaser, Yara M.
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Article History
Received: 17 July 2025
Accepted: 4 November 2025
First Online: 19 November 2025
Competing interests
: Five of the co-authors are co-founders of PathOlOgics, LLC, a company providing AI-powered automated analytical and post-analytical pathology services. Ahmed Elsafty serves as the CEO, Yomna as the Chief Medical Officer (CMO), Ahmed Soliman as the Technical Officer, Howida as the Quality Officer, and Mohamed Montaser as the board member. The remaining co-authors declare no competing interests.
