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Generative Adversarial Networks in Digital Histopathology: Current Applications, Limitations, Ethical Considerations, and Future Directions.

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Title: Generative Adversarial Networks in Digital Histopathology: Current Applications, Limitations, Ethical Considerations, and Future Directions.
Authors: Alajaji SA; Department of Oncology and Diagnostic Sciences, University of Maryland School of Dentistry, Baltimore, Maryland; Department of Oral Medicine and Diagnostic Sciences, College of Dentistry, King Saud University, Riyadh, Saudi Arabia; Division of Artificial Intelligence Research, University of Maryland School of Dentistry, Baltimore, Maryland., Khoury ZH; Department of Oral Diagnostic Sciences and Research, School of Dentistry, Meharry Medical College, Nashville, Tennessee., Elgharib M; Max Planck Institute for Informatics, Saarbrucken, Germany., Saeed M; AstraZeneca, Gaithersburg, Maryland., Ahmed ARH; 8708 Hugo CT, Columbia, Maryland., Khan MB; 8921 Alliston Hollow Way, Gaithersburg, Maryland., Tavares T; Department of Comprehensive Dentistry, UT Health San Antonio, School of Dentistry, San Antonio, Texas., Jessri M; Oral Medicine and Pathology Department, School of Dentistry, University of Queensland, Herston, Queensland, Australia; Oral Medicine Department, Metro North Hospital and Health Services, Queensland Health, Queensland, Australia., Puche AC; Department of Neurobiology, University of Maryland School of Medicine, Baltimore, Maryland., Hoorfar H; Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland., Stojanov I; Department of Pathology, Robert J. Tomsich Pathology and Laboratory Medicine Institute, Cleveland Clinic, Cleveland, Ohio., Sciubba JJ; Department of Otolaryngology, Head and Neck Surgery, The Johns Hopkins University, Baltimore, Maryland., Sultan AS; Department of Oncology and Diagnostic Sciences, University of Maryland School of Dentistry, Baltimore, Maryland; Division of Artificial Intelligence Research, University of Maryland School of Dentistry, Baltimore, Maryland; University of Maryland Marlene and Stewart Greenebaum Comprehensive Cancer Center, Baltimore, Maryland. Electronic address: asultan1@umaryland.edu.
Source: Modern pathology : an official journal of the United States and Canadian Academy of Pathology, Inc [Mod Pathol] 2024 Jan; Vol. 37 (1), pp. 100369. Date of Electronic Publication: 2023 Oct 27.
Publication Type: Journal Article; Review
Journal Info: Publisher: Elsevier Inc Country of Publication: United States NLM ID: 8806605 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1530-0285 (Electronic) Linking ISSN: 08933952 NLM ISO Abbreviation: Mod Pathol Subsets: MEDLINE
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  Data: Generative Adversarial Networks in Digital Histopathology: Current Applications, Limitations, Ethical Considerations, and Future Directions.
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  Data: <searchLink fieldCode="AU" term="%22Alajaji+SA%22">Alajaji SA</searchLink>; Department of Oncology and Diagnostic Sciences, University of Maryland School of Dentistry, Baltimore, Maryland; Department of Oral Medicine and Diagnostic Sciences, College of Dentistry, King Saud University, Riyadh, Saudi Arabia; Division of Artificial Intelligence Research, University of Maryland School of Dentistry, Baltimore, Maryland.<br /><searchLink fieldCode="AU" term="%22Khoury+ZH%22">Khoury ZH</searchLink>; Department of Oral Diagnostic Sciences and Research, School of Dentistry, Meharry Medical College, Nashville, Tennessee.<br /><searchLink fieldCode="AU" term="%22Elgharib+M%22">Elgharib M</searchLink>; Max Planck Institute for Informatics, Saarbrucken, Germany.<br /><searchLink fieldCode="AU" term="%22Saeed+M%22">Saeed M</searchLink>; AstraZeneca, Gaithersburg, Maryland.<br /><searchLink fieldCode="AU" term="%22Ahmed+ARH%22">Ahmed ARH</searchLink>; 8708 Hugo CT, Columbia, Maryland.<br /><searchLink fieldCode="AU" term="%22Khan+MB%22">Khan MB</searchLink>; 8921 Alliston Hollow Way, Gaithersburg, Maryland.<br /><searchLink fieldCode="AU" term="%22Tavares+T%22">Tavares T</searchLink>; Department of Comprehensive Dentistry, UT Health San Antonio, School of Dentistry, San Antonio, Texas.<br /><searchLink fieldCode="AU" term="%22Jessri+M%22">Jessri M</searchLink>; Oral Medicine and Pathology Department, School of Dentistry, University of Queensland, Herston, Queensland, Australia; Oral Medicine Department, Metro North Hospital and Health Services, Queensland Health, Queensland, Australia.<br /><searchLink fieldCode="AU" term="%22Puche+AC%22">Puche AC</searchLink>; Department of Neurobiology, University of Maryland School of Medicine, Baltimore, Maryland.<br /><searchLink fieldCode="AU" term="%22Hoorfar+H%22">Hoorfar H</searchLink>; Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland.<br /><searchLink fieldCode="AU" term="%22Stojanov+I%22">Stojanov I</searchLink>; Department of Pathology, Robert J. Tomsich Pathology and Laboratory Medicine Institute, Cleveland Clinic, Cleveland, Ohio.<br /><searchLink fieldCode="AU" term="%22Sciubba+JJ%22">Sciubba JJ</searchLink>; Department of Otolaryngology, Head and Neck Surgery, The Johns Hopkins University, Baltimore, Maryland.<br /><searchLink fieldCode="AU" term="%22Sultan+AS%22">Sultan AS</searchLink>; Department of Oncology and Diagnostic Sciences, University of Maryland School of Dentistry, Baltimore, Maryland; Division of Artificial Intelligence Research, University of Maryland School of Dentistry, Baltimore, Maryland; University of Maryland Marlene and Stewart Greenebaum Comprehensive Cancer Center, Baltimore, Maryland. Electronic address: asultan1@umaryland.edu.
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