Improving the Computer-Aided Estimation of Ulcerative Colitis Severity According to Mayo Endoscopic Score by Using Regression-Based Deep Learning by Polat, Gorkem, Kani, Haluk Tarik, Ergenc, Ilkay, Ozen Alahdab, Yesim, Temizel, Alptekin, Atug, Ozlen

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Synthesis and Characterization of Magnetic Halloysite–Alginate Beads for the Removal of Lead(II) Ions from Aqueous Solutions by Polat, Görkem, Açıkel, Yeşim Sağ

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Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge by Ali, Sharib, Ghatwary, Noha, Jha, Debesh, Isik-Polat, Ece, Polat, Gorkem, Yang, Chen, Li, Wuyang, Galdran, Adrian, Ballester, Miguel-Ángel González, Thambawita, Vajira, Hicks, Steven, Poudel, Sahadev, Lee, Sang-Woong, Jin, Ziyi, Gan, Tianyuan, Yu, ChengHui, Yan, JiangPeng, Yeo, Doyeob, Lee, Hyunseok, Tomar, Nikhil Kumar, Haithami, Mahmood, Ahmed, Amr, Riegler, Michael A., Daul, Christian, Halvorsen, Pål, Rittscher, Jens, Salem, Osama E., Lamarque, Dominique, Cannizzaro, Renato, Realdon, Stefano, de Lange, Thomas, East, James E.

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Simultaneous removal of Methylene Blue and Direct Blue 71 with Pb(II) ions from multi-component systems: application of the multi-component Langmuir model by Polat, Görkem, Türkeş, Ezgi, Açıkel, Yeşim Sağ

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ARFED: Attack-Resistant Federated averaging based on outlier elimination by Isik-Polat, Ece, Polat, Gorkem, Kocyigit, Altan

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Class distance weighted cross entropy loss for classification of disease severity by Polat, Gorkem, Çağlar, Ümit Mert, Temizel, Alptekin

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Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy by Ali, Sharib, Dmitrieva, Mariia, Ghatwary, Noha, Bano, Sophia, Polat, Gorkem, Temizel, Alptekin, Krenzer, Adrian, Hekalo, Amar, Guo, Yun Bo, Matuszewski, Bogdan, Gridach, Mourad, Voiculescu, Irina, Yoganand, Vishnusai, Chavan, Arnav, Raj, Aryan, Nguyen, Nhan T., Tran, Dat Q., Huynh, Le Duy, Boutry, Nicolas, Rezvy, Shahadate, Chen, Haijian, Choi, Yoon Ho, Subramanian, Anand, Balasubramanian, Velmurugan, Gao, Xiaohong W., Hu, Hongyu, Liao, Yusheng, Stoyanov, Danail, Daul, Christian, Realdon, Stefano, Cannizzaro, Renato, Lamarque, Dominique, Tran-Nguyen, Terry, Bailey, Adam, Braden, Barbara, East, James E., Rittscher, Jens

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ARFED: Attack-Resistant Federated averaging based on outlier elimination by Isik-Polat, Ece, Polat, Gorkem, Altan Kocyigit

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Effect of Input Size on the Classification of Lung Nodules Using Convolutional Neural Networks by Polat, Gorkem, Serinagaoglu, Yesim Dogrusoz, Halici, Ugur

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Class Distance Weighted Cross Entropy Loss for Classification of Disease Severity by Polat, Gorkem, Ümit Mert Çağlar, Temizel, Alptekin

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Evaluation and Analysis of Different Aggregation and Hyperparameter Selection Methods for Federated Brain Tumor Segmentation by Isik-Polat, Ece, Polat, Gorkem, Altan Kocyigit, Temizel, Alptekin

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Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge by Ali, Sharib, Ghatwary, Noha, Jha, Debesh, Isik-Polat, Ece, Polat, Gorkem, Yang, Cheng, Li, Wuyang, Galdran, Adrian, Ballester, Miguel Angel Gonzalez, Thambawita, Vajira L B, Hicks, Steven, Poudel, Sahadev, Lee, Sang-Woong, Jin, Ziyi, Gan, Tianyuan, Yu, Chenghui, Yan, JiangPeng, Yeo, Doyeob, Lee, Hyunseok Lee, Tomar, Nikhil Kumar, Haitham, Mahmood, Ahmed, Amr, Riegler, Michael Alexander, Daul, Christian, Halvorsen, Pål, Rittscher, Jens, Salem, Osama E, Lamarque, Dominique, Cannizzaro, Renato, Realdon, Stefano, de Lange, Thomas, East, James E

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Class Distance Weighted Cross-Entropy Loss for Ulcerative Colitis Severity Estimation by Polat, Gorkem, Ergenc, Ilkay, Kani, Haluk Tarik, Yesim Ozen Alahdab, Atug, Ozlen, Temizel, Alptekin

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Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy by Sharib Ali, Dmitrieva, Mariia, Ghatwary, Noha, Bano, Sophia, Polat, Gorkem, Temizel, Alptekin, Krenzer, Adrian, Hekalo, Amar, Guo, Yun Bo, Matuszewski, Bogdan, Gridach, Mourad, Voiculescu, Irina, Vishnusai Yoganand, Chavan, Arnav, Aryan Raj, Nguyen, Nhan T, Tran, Dat Q, Huynh, Le Duy, Boutry, Nicolas, Rezvy, Shahadate, Chen, Haijian, Yoon Ho Choi, Subramanian, Anand, Velmurugan Balasubramanian, Gao, Xiaohong W, Hu, Hongyu, Liao, Yusheng, Stoyanov, Danail, Daul, Christian, Realdon, Stefano, Cannizzaro, Renato, Lamarque, Dominique, Tran-Nguyen, Terry, Bailey, Adam, Braden, Barbara, East, James, Rittscher, Jens

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Common Limitations of Image Processing Metrics: A Picture Story by Reinke, Annika, Tizabi, Minu D, Sudre, Carole H, Eisenmann, Matthias, Rädsch, Tim, Baumgartner, Michael, Acion, Laura, Antonelli, Michela, Arbel, Tal, Bakas, Spyridon, Bankhead, Peter, Benis, Arriel, Blaschko, Matthew, Buettner, Florian, Cardoso, M Jorge, Chen, Jianxu, Cheplygina, Veronika, Christodoulou, Evangelia, Cimini, Beth, Collins, Gary S, Engelhardt, Sandy, Farahani, Keyvan, Ferrer, Luciana, Galdran, Adrian, Bram van Ginneken, Glocker, Ben, Godau, Patrick, Haase, Robert, Hamprecht, Fred, Hashimoto, Daniel A, Heckmann-Nötzel, Doreen, Hirsch, Peter, Hoffman, Michael M, Huisman, Merel, Isensee, Fabian, Jannin, Pierre, Kahn, Charles E, Kainmueller, Dagmar, Kainz, Bernhard, Karargyris, Alexandros, Karthikesalingam, Alan, Kavur, A Emre, Kenngott, Hannes, Kleesiek, Jens, Kleppe, Andreas, Kohler, Sven, Kofler, Florian, Kopp-Schneider, Annette, Kooi, Thijs, Kozubek, Michal, Kreshuk, Anna, Kurc, Tahsin, Landman, Bennett A, Litjens, Geert, Madani, Amin, Maier-Hein, Klaus, Martel, Anne L, Mattson, Peter, Meijering, Erik, Menze, Bjoern, Moher, David, Moons, Karel G M, Müller, Henning, Brennan Nichyporuk, Nickel, Felix, Noyan, M Alican, Petersen, Jens, Polat, Gorkem, Rafelski, Susanne M, Rajpoot, Nasir, Reyes, Mauricio, Rieke, Nicola, Riegler, Michael, Rivaz, Hassan, Saez-Rodriguez, Julio, Sánchez, Clara I, Schroeter, Julien, Saha, Anindo, M Alper Selver, Sharan, Lalith, Shetty, Shravya, Maarten van Smeden, Stieltjes, Bram, Summers, Ronald M, Taha, Abdel A, Tiulpin, Aleksei, Tsaftaris, Sotirios A, Ben Van Calster, Varoquaux, Gaël, Wiesenfarth, Manuel, Yaniv, Ziv R, Jäger, Paul, Maier-Hein, Lena

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Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge by Sharib Ali, Ghatwary, Noha, Jha, Debesh, Isik-Polat, Ece, Polat, Gorkem, Chen, Yang, Li, Wuyang, Galdran, Adrian, Miguel-Ángel González Ballester, Thambawita, Vajira, Hicks, Steven, Poudel, Sahadev, Sang-Woong, Lee, Jin, Ziyi, Gan, Tianyuan, Yu, ChengHui, JiangPeng Yan, Yeo, Doyeob, Lee, Hyunseok, Tomar, Nikhil Kumar, Haithmi, Mahmood, Ahmed, Amr, Riegler, Michael A, Daul, Christian, Halvorsen, Pål, Rittscher, Jens, Salem, Osama E, Lamarque, Dominique, Cannizzaro, Renato, Realdon, Stefano, de Lange, Thomas, East, James E

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Biomedical image analysis competitions: The state of current participation practice by Eisenmann, Matthias, Tizabi, Minu Dietlinde, Kybic, Jan, Noble, Alison, Pachade, Samiksha, Sage, Daniel, Donglai Wei, Alapatt, Deepak, Balu, Niranjan, Bernal, Jorge, Bodenstedt, Sebastian, Commowick, Olivier, Depeursinge, Adrien, Engelhardt, Sandy, Hansen, Lasse, Heinrich, Mattias, Huaulmé, Arnaud, Li, Jianning, Menze, Bjoern, Oreiller, Valentin, Payette, Kelly, Vardazaryan, Armine, Vercauteren, Tom, Wang, Chuanbo, Yap, Moi Hoon, Yu, Zeyun, Zia, Aneeq, Li, Zhili, Luo, Zhengbo, Young-tack, Oh, Pape, Constantin, Wang, Xinliang, Yeh, Hung, Yeo, Doyeob, Jannes Adam, Arega, Tewodros Weldebirhan, Bai, Yingbin, Maria Baldeon Calisto, Beetz, Marcel, Bian, Cheng, Brudfors, Mikael, Chen, Yucong, Chuantao Xie Chuantao Xie, Das, Sujit Kumar, Efird, Cory, Galati, Francesco, Galazis, Christoforos, Gao, Zheyao, Gao, Shengbo, Günnemann, Timo, Il Song Han, Huellebrand, Markus, Hussain, Mustaffa, Bailiang Jian, Jiang, Zhifan, Kang, Junghwa, Khademi, April, Khan, Muhammad Irfan, Kwang-Ju, Kim, Kontio, Elina, Kroviakov, Artem, Kuijf, Hugo, Li, Hao, Li, Ling, Liao, Fuyuan, Linguraru, Marius George, Liu, Yanling, Lourenço-Silva, João, Luengo, Imanol, Lund, Christina B, Lv, Yi, Macar, Uzay, Maechler, Leon, Moona Mazher, Miller, Dylan, Mitha, Samir, Hammad Naveed, Cuong Nguyen Quoc, Oliveira, Bruno, Jimut Bahan Pal, Pan, Wentao, Pawar, Vivek, Pawar, Kamlesh, Philipp, Lena, Pourakpour, Fattaneh, Qayyum, Abdul, Roth, Johannes, Ruiz-Gonzalez, Yusely, Saha, Anindo, Salem, Mostafa, Shao, Wei, Thaler, Franz, Théberge, Antoine, Wahid, Kareem A, Tianqi Xiang, Xue, Tingting, Yang, Yuxuan, Yang, Lin, Yazdani, Amirsaeed, Zhang, Fan

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Ulcerative Colitis Mayo Endoscopic Scoring Classification with Active Learning and Generative Data Augmentation by Ümit Mert Çağlar, Alperen İnci, Hanoğlu, Oğuz, Polat, Görkem, Temizel, Alptekin

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The synthesis and characterization of PTCDA-Co(II), and PTCDA-La(III) fluorescent MOFs by Demirci, Sahin, Gizer, Gorkem, Polat, Osman, Ram, Manoj K., Sahiner, Nurettin

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Effects of High Altitude on Sleep and Respiratory System and Theirs Adaptations by Cakir, Burak, Oghan, F., Eskiizmir, Gorkem, Cingi, C., Polat, Senol, San, Turhan

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