Mehmet Guzel on Muck Rack

Mehmet Guzel

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Istanbul, Turkey
As seen in: Associated Press, Medium, MSN, MSN Canada, MSN Ireland, MSN Québec, MSN Singapore, Yahoo Life, Business Insider, Daily Mail, Fox News and
Associated Press Turkey Videojournalist
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Articles

Learning continuous activation fields from microscopic SEM images of lycoperdioid fungi via CNN-guided neural operator modeling

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By Eda Kumru, Özge Demir, Gülce Ediş, Fatih POYRAZ-Ferhat EKİNCİ, Ayhan Aydın, Mustafa Sevindik, Mehmet Guzel , Ilgaz Akata, Koray Açıcı
| Nature
Abstract Accurate interpretation of microscopic morphological features is critical for resolving taxonomic boundaries in morphologically similar fungal taxa, yet conventional image analysis approaches largely rely on discrete classification or pixel-level segmentation, which fail to capture the inherently continuous nature of biological microstructures.
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Integrating scanning electron microscopy, explainable deep learning, and ITS sequencing for accurate identification in some species Geastrum

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By Eda Kumru, Fatih POYRAZ-Ferhat EKİNCİ, Koray Acici, Mehmet Guzel , Emre Keskin, Mustafa Sevindik, Ilgaz Akata, Şehmus Altaş, Gülce Ediş
| Nature
Abstract The differentiation of species within the genus Geastrum remains a challenging task due to the strong morphological similarity among taxa and the limited discriminatory power of macroscopic characteristics alone. Although molecular approaches based on DNA extraction, PCR amplification, and ITS sequencing provide reliable taxonomic resolution, they are labor-intensive, destructive, and unsuitable for rapid or large-scale analyses.
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Iran is ready for talks with the US., but there are no plans yet, foreign minister says

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By Mehmet Guzel 
| MSN
Iran is ready for dialogue to resolve tensions with the United States but that there are no concrete plans for talks with Washington, Foreign Minister Abbas Araghchi said Friday, even as Tehran faces the threat of U.S. military action in response to the killing of peaceful demonstrators and over possible mass executions.
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