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Artificial Intelligence for histopathological diagnosis and grading of breast cancer in Ethiopia.

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Title: Artificial Intelligence for histopathological diagnosis and grading of breast cancer in Ethiopia.
Authors: Gebremariam TY; Department of Pathology, School of Medicine, College of Health Sciences,Tikur Anbessa Specialized Hospital, Addis Ababa University, Addis Ababa, Ethiopia; Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm 171 77, Sweden. Electronic address: tewodros.yalew.gebremariam@ki.se., Boissin C; Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm 171 77, Sweden. Electronic address: constance.boissin@ki.se., Jiffar AD; Department of Pathology, School of Medicine, College of Health Sciences,Tikur Anbessa Specialized Hospital, Addis Ababa University, Addis Ababa, Ethiopia. Electronic address: amanuel.demie@aau.edu.et., Sun W; Department of Oncology-Pathology, Karolinska Institutet, Stockholm 171 77, Sweden. Electronic address: wenwen.sun@ki.se., Sori M; Department of Pathology, School of Medicine, College of Health Sciences,Tikur Anbessa Specialized Hospital, Addis Ababa University, Addis Ababa, Ethiopia. Electronic address: moti.sori@aaa.edu.et., Ekdahl Hjelm T; Department of Molecular Medicine and Surgery, Karolinska Institutet, K1 Molekylär medicin och kirurgi, K1 MMK Kärlkirurgi, Stockholm 171 76, Sweden; Department of Oncology, Södersjukhuset, Stockholm, Sweden. Electronic address: Tove.ekdahl.hjelm@ki.se., Assefa M; Department of Oncology, School of Medicine, College of Health Sciences, Tikur Anbessa Specialized Hospital, Addis Ababa University, Addis Ababa, Ethiopia. Electronic address: mathewos.assefa@aau.edu.et., Anberber E; Department of Surgery, School of Medicine, College of Health Sciences, Tikur Anbessa Specialized Hospital, Addis Ababa University, Addis Ababa, Ethiopia. Electronic address: endale.anberber@aau.edu.et., Bauer M; Institute of Pathology, Medical Faculty, Martin Luther University Halle-Wittenberg, Magdeburger Straße 14, Halle (Saale) 06112, Germany. Electronic address: marcus.bauer@uk-halle.de., Ayele BG; Department of Oncology, School of Medicine, College of Health Sciences, Tikur Anbessa Specialized Hospital, Addis Ababa University, Addis Ababa, Ethiopia. Electronic address: bethlehem.getachewa@aau.edu.et., Hartman J; Department of Oncology-Pathology, Karolinska Institutet, Stockholm 171 77, Sweden. Electronic address: johan.hartman@ki.se., Löfgren J; Department of Molecular Medicine and Surgery, Karolinska Institutet, K1 Molekylär medicin och kirurgi, K1 MMK Kärlkirurgi, Stockholm 171 76, Sweden; Department of Reconstructive Plastic Surgery, Karolinska University Hospital, Stockholm, Sweden. Electronic address: jenny.lofgren@ki.se., Rantalainen M; Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm 171 77, Sweden. Electronic address: mattias.rantalainen@ki.se., Ashenafi S; Department of Pathology, School of Medicine, College of Health Sciences,Tikur Anbessa Specialized Hospital, Addis Ababa University, Addis Ababa, Ethiopia; Affiliate Karolinska Institute, Stockholm, Sweden. Electronic address: senait.ashenafi@aau.edu.et.
Source: Pathology, research and practice [Pathol Res Pract] 2026 Jul; Vol. 283, pp. 156493. Date of Electronic Publication: 2026 Apr 24.
Publication Type: Journal Article
Journal Info: Publisher: Gustav Fischer Verlag Country of Publication: Germany NLM ID: 7806109 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1618-0631 (Electronic) Linking ISSN: 03440338 NLM ISO Abbreviation: Pathol Res Pract Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Gebremariam+TY%22">Gebremariam TY</searchLink>; Department of Pathology, School of Medicine, College of Health Sciences,Tikur Anbessa Specialized Hospital, Addis Ababa University, Addis Ababa, Ethiopia; Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm 171 77, Sweden. Electronic address: tewodros.yalew.gebremariam@ki.se.<br /><searchLink fieldCode="AU" term="%22Boissin+C%22">Boissin C</searchLink>; Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm 171 77, Sweden. Electronic address: constance.boissin@ki.se.<br /><searchLink fieldCode="AU" term="%22Jiffar+AD%22">Jiffar AD</searchLink>; Department of Pathology, School of Medicine, College of Health Sciences,Tikur Anbessa Specialized Hospital, Addis Ababa University, Addis Ababa, Ethiopia. Electronic address: amanuel.demie@aau.edu.et.<br /><searchLink fieldCode="AU" term="%22Sun+W%22">Sun W</searchLink>; Department of Oncology-Pathology, Karolinska Institutet, Stockholm 171 77, Sweden. Electronic address: wenwen.sun@ki.se.<br /><searchLink fieldCode="AU" term="%22Sori+M%22">Sori M</searchLink>; Department of Pathology, School of Medicine, College of Health Sciences,Tikur Anbessa Specialized Hospital, Addis Ababa University, Addis Ababa, Ethiopia. Electronic address: moti.sori@aaa.edu.et.<br /><searchLink fieldCode="AU" term="%22Ekdahl+Hjelm+T%22">Ekdahl Hjelm T</searchLink>; Department of Molecular Medicine and Surgery, Karolinska Institutet, K1 Molekylär medicin och kirurgi, K1 MMK Kärlkirurgi, Stockholm 171 76, Sweden; Department of Oncology, Södersjukhuset, Stockholm, Sweden. Electronic address: Tove.ekdahl.hjelm@ki.se.<br /><searchLink fieldCode="AU" term="%22Assefa+M%22">Assefa M</searchLink>; Department of Oncology, School of Medicine, College of Health Sciences, Tikur Anbessa Specialized Hospital, Addis Ababa University, Addis Ababa, Ethiopia. Electronic address: mathewos.assefa@aau.edu.et.<br /><searchLink fieldCode="AU" term="%22Anberber+E%22">Anberber E</searchLink>; Department of Surgery, School of Medicine, College of Health Sciences, Tikur Anbessa Specialized Hospital, Addis Ababa University, Addis Ababa, Ethiopia. Electronic address: endale.anberber@aau.edu.et.<br /><searchLink fieldCode="AU" term="%22Bauer+M%22">Bauer M</searchLink>; Institute of Pathology, Medical Faculty, Martin Luther University Halle-Wittenberg, Magdeburger Straße 14, Halle (Saale) 06112, Germany. Electronic address: marcus.bauer@uk-halle.de.<br /><searchLink fieldCode="AU" term="%22Ayele+BG%22">Ayele BG</searchLink>; Department of Oncology, School of Medicine, College of Health Sciences, Tikur Anbessa Specialized Hospital, Addis Ababa University, Addis Ababa, Ethiopia. Electronic address: bethlehem.getachewa@aau.edu.et.<br /><searchLink fieldCode="AU" term="%22Hartman+J%22">Hartman J</searchLink>; Department of Oncology-Pathology, Karolinska Institutet, Stockholm 171 77, Sweden. Electronic address: johan.hartman@ki.se.<br /><searchLink fieldCode="AU" term="%22Löfgren+J%22">Löfgren J</searchLink>; Department of Molecular Medicine and Surgery, Karolinska Institutet, K1 Molekylär medicin och kirurgi, K1 MMK Kärlkirurgi, Stockholm 171 76, Sweden; Department of Reconstructive Plastic Surgery, Karolinska University Hospital, Stockholm, Sweden. Electronic address: jenny.lofgren@ki.se.<br /><searchLink fieldCode="AU" term="%22Rantalainen+M%22">Rantalainen M</searchLink>; Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm 171 77, Sweden. Electronic address: mattias.rantalainen@ki.se.<br /><searchLink fieldCode="AU" term="%22Ashenafi+S%22">Ashenafi S</searchLink>; Department of Pathology, School of Medicine, College of Health Sciences,Tikur Anbessa Specialized Hospital, Addis Ababa University, Addis Ababa, Ethiopia; Affiliate Karolinska Institute, Stockholm, Sweden. Electronic address: senait.ashenafi@aau.edu.et.
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