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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Predicting residential energy and water demand using publicly available data von Hoşgör, Enes, Fischbeck, Paul S.

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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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Virtual home energy auditing at scale: Predicting residential energy efficiency using publicly available data von Hoşgör, Enes, Fischbeck, Paul S.

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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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Fossil fuel sustainability index: An application of resource management von Ediger, Volkan Ş., Hoşgör, Enes, Sürmeli, A. Neşen, Tatlıdil, Hüseyin

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ClipAssistNet: bringing real-time safety feedback to operating rooms von Aspart, Florian, Bolmgren, Jon L., Lavanchy, Joël L., Beldi, Guido, Woods, Michael S., Padoy, Nicolas, Hosgor, Enes

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Incorporating seismic concerns in site selection for enhanced geothermal power generation von Hoşgör, Enes, Apt, Jay, Fischhoff, Baruch

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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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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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