Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark

Authors: 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

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2109.14956

Robust Medical Instrument Segmentation Challenge 2019

Authors: 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

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2003.10299

Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark

Authors: 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

Source: In Medical Image Analysis May 2023 86

Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challenge

Authors: 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

Source: In Medical Image Analysis May 2021 70

Acid-degradable lipid nanoparticles enhance the delivery of mRNA

Authors: Zhao, Sheng, Gao, Kewa, Han, Hesong, Stenzel, Michael, Yin, Boyan, Song, Hengyue, Lawanprasert, Atip, Nielsen, Josefine Eilsø, Sharma, Rohit, Arogundade, Opeyemi H., Pimcharoen, Sopida, Chen, Yu-Ju, Paul, Abhik, Tuma, Jan, Collins, Michael G., Wyle, Yofiel, Cranick, Matileen Grace, Burgstone, Benjamin W., Perez, Barbara S., Barron, Annelise E., Smith, Andrew M., Lee, Hye Young, Wang, Aijun, Murthy, Niren

Source: Nature Nanotechnology; 20240101, Issue: Preprints p1-10, 10p

Self presenting electronic shifter

Self-adjusting parking brake actuator

The role of cadherins during primordial germ cell migration and early gonad formation in the mouse

Authors: Bendel-Stenzel, Michael R, Gomperts, Miranda, Anderson, Robert, Heasman, Janet, Wylie, Christopher ^*

Source: In Mechanisms of Development 2000 91(1):143-152

Management and Outcomes in Children with Third-Generation Cephalosporin-Resistant Urinary Tract Infections.

Authors: Wang, Marie E, Greenhow, Tara L, Lee, Vivian, Beck, Jimmy, Bendel-Stenzel, Michael, Hames, Nicole, McDaniel, Corrie E, King, Erin E, Sherry, Whitney, Parmar, Deepika, Patrizi, Sara T, Srinivas, Nivedita, Schroeder, Alan R

Source: Journal of the Pediatric Infectious Diseases Society; May2021, Vol. 10 Issue 5, p650-658, 9p

Subject Terms: URINARY tract infection treatment, RESEARCH, INTRAVENOUS therapy, CONFIDENCE intervals, MEDICAL cooperation, RETROSPECTIVE studies, THIRD generation cephalosporins, DISEASE relapse, DESCRIPTIVE statistics, DRUG resistance in microorganisms, ODDS ratio, PARENTERAL feeding, LONGITUDINAL method, ANTIBIOTICS, CHILDREN

Intravenous delivery of cysteamine for the treatment of cystinosis: association with hepatotoxicity.

Authors: Bendel-Stenzel, Michael R.¹ bende014@umn.edu, Steinke, Julia¹, Dohil, Ranjan², Youngki Kim¹

Source: Pediatric Nephrology. Feb2008, Vol. 23 Issue 2, p311-315. 5p. 1 Graph.

Subject Terms: *HEPATOTOXICOLOGY, *CYSTINOSIS, *LYSOSOMAL storage diseases, *ACUTE kidney failure, *KIDNEY diseases, *THERAPEUTICS

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Simultaneous pancreas-kidney transplant in two children with hemolytic-uremic syndrome.

Authors: Bendel-Stenzel, Michael R., Kashtan, Clifford E., Sutherland, David E. R., Chavers, Blanche M.

Source: Pediatric Nephrology. 1997, Vol. 11 Issue 4, p485. 3p.

Subject Terms: *TRANSPLANTATION of organs, tissues, etc. in children, *PANCREAS transplantation, *KIDNEY transplantation, *HEMOLYTIC-uremic syndrome

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Urinary Imaging Findings in Young Infants With Bacteremic Urinary Tract Infection.

Authors: Chang, Pearl W., Abidari, Jennifer M., Shen, Mark W., Greenhow, Tara L., Bendel-Stenzel, Michael, Roman, Heidi K., Biondi, Eric A., Schroeder, Alan R.

Source: Hospital Pediatrics; Nov2016, Vol. 6 Issue 11, p647-652, 6p, 4 Charts

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DLP based fringe projection as an optical 3D inline measuring method for inspection in manufacturing.

Authors: Frankowski, Gottfried, Stenzel, Michael

Source: Proceedings of SPIE; Nov2007 Part 2, Issue 1, p66160U-66160U-12, 12p

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Renal artery stenosis in infants: long-term medical treatment before surgery.

Authors: Bendel-Stenzel, Michael, Najarian, John, Sinaiko, Alan

Source: Pediatric Nephrology; Apr1996, Vol. 10 Issue 2, p147-151, 5p