Automation of surgical skill assessment using a three-stage machine learning algorithm von Lavanchy, Joël L., Zindel, Joel, Kirtac, Kadir, Twick, Isabell, Hosgor, Enes, Candinas, Daniel, Beldi, Guido

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Enhancing site selection strategies in clinical trial recruitment using real-world data modeling von Hulstaert, Lars, Twick, Isabell, Sarsour, Khaled, Verstraete, Hans

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Author Correction: Automation of surgical skill assessment using a three-stage machine learning algorithm von Lavanchy, Joël L., Zindel, Joel, Kirtac, Kadir, Twick, Isabell, Hosgor, Enes, Candinas, Daniel, Beldi, Guido

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Towards interpretable, medically grounded, EMR-based risk prediction models von Twick, Isabell, Zahavi, Guy, Benvenisti, Haggai, Rubinstein, Ronya, Woods, Michael S., Berkenstadt, Haim, Nissan, Aviram, Hosgor, Enes, Assaf, Dan

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A Practical Approach to Predicting Surgical Site Infection Risk Among Patients Before Leaving the Operating Room von Woods, Michael S, Ekstrom, Valerie, Darer, Jonathan D, Tonkel, Jacqueline, Twick, Isabell, Ramshaw, Bruce, Nissan, Aviram, Assaf, Dan

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Enhancing site selection strategies in clinical trial recruitment using real-world data modeling von Lars Hulstaert, Isabell Twick, Khaled Sarsour, Hans Verstraete

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Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challenge von Roß, Tobias, Reinke, Annika, Full, Peter M., Wagner, Martin, Kenngott, Hannes, Apitz, Martin, Hempe, Hellena, Mindroc-Filimon, Diana, Scholz, Patrick, Tran, Thuy Nuong, Bruno, Pierangela, Arbeláez, Pablo, Bian, Gui-Bin, Bodenstedt, Sebastian, Bolmgren, Jon Lindström, Bravo-Sánchez, Laura, Chen, Hua-Bin, González, Cristina, Guo, Dong, Halvorsen, Pål, Heng, Pheng-Ann, Hosgor, Enes, Hou, Zeng-Guang, Isensee, Fabian, Jha, Debesh, Jiang, Tingting, Jin, Yueming, Kirtac, Kadir, Kletz, Sabrina, Leger, Stefan, Li, Zhixuan, Maier-Hein, Klaus H., Ni, Zhen-Liang, Riegler, Michael A., Schoeffmann, Klaus, Shi, Ruohua, Speidel, Stefanie, Stenzel, Michael, Twick, Isabell, Wang, Gutai, Wang, Jiacheng, Wang, Liansheng, Wang, Lu, Zhang, Yujie, Zhou, Yan-Jie, Zhu, Lei, Wiesenfarth, Manuel, Kopp-Schneider, Annette, Müller-Stich, Beat P., Maier-Hein, Lena

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Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark von Wagner, Martin, Müller-Stich, Beat-Peter, Kisilenko, Anna, Tran, Duc, Heger, Patrick, Mündermann, Lars, Lubotsky, David M, Müller, Benjamin, Davitashvili, Tornike, Capek, Manuela, Reinke, Annika, Reid, Carissa, Yu, Tong, Vardazaryan, Armine, Nwoye, Chinedu Innocent, Padoy, Nicolas, Liu, Xinyang, Lee, Eung-Joo, Disch, Constantin, Meine, Hans, Xia, Tong, Jia, Fucang, Kondo, Satoshi, Reiter, Wolfgang, Jin, Yueming, Long, Yonghao, Jiang, Meirui, Dou, Qi, Heng, Pheng Ann, Twick, Isabell, Kirtac, Kadir, Hosgor, Enes, Bolmgren, Jon Lindström, Stenzel, Michael, von Siemens, Björn, Zhao, Long, Ge, Zhenxiao, Sun, Haiming, Xie, Di, Guo, Mengqi, Liu, Daochang, Kenngott, Hannes G., Nickel, Felix, Frankenberg, Moritz von, Mathis-Ullrich, Franziska, Kopp-Schneider, Annette, Maier-Hein, Lena, Speidel, Stefanie, Bodenstedt, Sebastian

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Investigation of Neurophysiological Changes during Olfactory Habituation in Drosophila melanogaster von Isabell, Twick, John, Lee, Mani, Ramaswami

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Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challenge von Ross, Tobias, Reinke, Annika, M. Full, Peter, Wagner, Martin, Kenngott, Hannes, Apitz, Martin, Hempe, Hellena, Mindroc Filimon, Diana, Scholz, Patrick, Tran, Thuy Nuong, Bruno, Pierangela, Arbeláez, Pablo, Bian, Gui-Bin, Bodenstedt, Sebastian, Lindström Bolmgren, Jon, Bravo-Sánchez, Laura, Chen, Hua-Bin, González, Cristina, Guo, Dong, Halvorsen, Pål, Heng, Pheng-Ann, Hosgor, Enes, Hou, Zeng-Guang, Isensee, Fabian, Jha, Debesh, Jiang, Tingting, Jin, Yueming, Kirtac, Kadir, Kletz, Sabrina, Leger, Stefan, Li, Zhixuan, H. Maier-Hein, Klaus, Ni, Zhen-Liang, Riegler, Michael, Schoeffmann, Klaus, Shi, Ruohua, Speidel, Stefanie, Stenzel, Michael, Twick, Isabell, Wang, Gutai, Wang, Jiacheng, Wang, Liansheng, Wang, Lu, Zhang, Yujie, Zhou, Yan-Jie, Zhu, Lei, Wiesenfarth, Manuel, Kopp-Schneider, Annette, P. Müller-Stich, Beat, Maier-Hein, Lena

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Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark von Wagner, Martin, Müller-Stich, Beat-Peter, Kisilenko, Anna, Tran, Duc, Heger, Patrick, Mündermann, Lars, Lubotsky, David M, Müller, Benjamin, Davitashvili, Tornike, Capek, Manuela, Reinke, Annika, Yu, Tong, Vardazaryan, Armine, Nwoye, Chinedu Innocent, Padoy, Nicolas, Liu, Xinyang, Lee, Eung-Joo, Disch, Constantin, Meine, Hans, Xia, Tong, Jia, Fucang, Kondo, Satoshi, Reiter, Wolfgang, Jin, Yueming, Long, Yonghao, Jiang, Meirui, Dou, Qi, Heng, Pheng Ann, Twick, Isabell, Kirtac, Kadir, Hosgor, Enes, Bolmgren, Jon Lindström, Stenzel, Michael, von Siemens, Björn, Kenngott, Hannes G, Nickel, Felix, von Frankenberg, Moritz, Mathis-Ullrich, Franziska, Maier-Hein, Lena, Speidel, Stefanie, Bodenstedt, Sebastian

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Robust Medical Instrument Segmentation Challenge 2019 von Ross, Tobias, Reinke, Annika, Full, Peter M, Wagner, Martin, Kenngott, Hannes, Apitz, Martin, Hempe, Hellena, Filimon, Diana Mindroc, Scholz, Patrick, Tran, Thuy Nuong, Bruno, Pierangela, Arbeláez, Pablo, Bian, Gui-Bin, Bodenstedt, Sebastian, Bolmgren, Jon Lindström, Bravo-Sánchez, Laura, Chen, Hua-Bin, González, Cristina, Guo, Dong, Halvorsen, Pål, Heng, Pheng-Ann, Hosgor, Enes, Hou, Zeng-Guang, Isensee, Fabian, Jha, Debesh, Jiang, Tingting, Jin, Yueming, Kirtac, Kadir, Kletz, Sabrina, Leger, Stefan, Li, Zhixuan, Maier-Hein, Klaus H, Ni, Zhen-Liang, Riegler, Michael A, Schoeffmann, Klaus, Shi, Ruohua, Speidel, Stefanie, Stenzel, Michael, Twick, Isabell, Wang, Gutai, Wang, Jiacheng, Wang, Liansheng, Wang, Lu, Zhang, Yujie, Zhou, Yan-Jie, Zhu, Lei, Wiesenfarth, Manuel, Kopp-Schneider, Annette, Müller-Stich, Beat P, Maier-Hein, Lena

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Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark von Wagner, Martin, Müller-Stich, Beat-Peter, Kisilenko, Anna, Tran, Duc, Heger, Patrick, Mündermann, Lars, Lubotsky, David M, Müller, Benjamin, Davitashvili, Tornike, Capek, Manuela, Reinke, Annika, Yu, Tong, Vardazaryan, Armine, Chinedu Innocent Nwoye, Padoy, Nicolas, Liu, Xinyang, Lee, Eung-Joo, Disch, Constantin, Meine, Hans, Xia, Tong, Jia, Fucang, Kondo, Satoshi, Reiter, Wolfgang, Jin, Yueming, Long, Yonghao, Jiang, Meirui, Dou, Qi, Heng, Pheng Ann, Twick, Isabell, Kirtac, Kadir, Hosgor, Enes, Jon Lindström Bolmgren, Stenzel, Michael, Björn von Siemens, Kenngott, Hannes G, Nickel, Felix, Moritz von Frankenberg, Mathis-Ullrich, Franziska, Maier-Hein, Lena, Speidel, Stefanie, Bodenstedt, Sebastian

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Robust Medical Instrument Segmentation Challenge 2019 von Ross, Tobias, Reinke, Annika, Full, Peter M, Wagner, Martin, Kenngott, Hannes, Apitz, Martin, Hempe, Hellena, Filimon, Diana Mindroc, Scholz, Patrick, Tran, Thuy Nuong, Bruno, Pierangela, Arbeláez, Pablo, Gui-Bin Bian, Bodenstedt, Sebastian, Jon Lindström Bolmgren, Bravo-Sánchez, Laura, Hua-Bin, Chen, González, Cristina, Guo, Dong, Halvorsen, Pål, Pheng-Ann Heng, Hosgor, Enes, Zeng-Guang Hou, Isensee, Fabian, Jha, Debesh, Jiang, Tingting, Jin, Yueming, Kirtac, Kadir, Kletz, Sabrina, Leger, Stefan, Li, Zhixuan, Maier-Hein, Klaus H, Zhen-Liang Ni, Riegler, Michael A, Schoeffmann, Klaus, Shi, Ruohua, Speidel, Stefanie, Stenzel, Michael, Twick, Isabell, Wang, Gutai, Wang, Jiacheng, Wang, Liansheng, Wang, Lu, Zhang, Yujie, Yan-Jie, Zhou, Zhu, Lei, Wiesenfarth, Manuel, Kopp-Schneider, Annette, Müller-Stich, Beat P, Maier-Hein, Lena

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