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AI-driven preoperative risk assessment in kidney cancer surgery: A comparative feasibility study of machine learning models Muhlbauer, Julia; Gottstein, Luise; Egen, Luisa; Haney, Caelan; Studier-fischer, Alexander; Christodoulou, Evangelia; Cacciamani, Giovanni E.; Marz, Keno; Maier-Hein, Lena; Michel, Stephan Maurice; Quan, Allison; Kowalewski, Karl-Friedrich Share Save
Including AI in diffusion-weighted breast MRI has potential to increase reader confidence and reduce workload Bounias, Dimitrios; Simons, Lina; Baumgartner, Michael; Ehring, Chris; Neher, Peter; Kapsner, Lorenz A.; Kovacs, Balint; Floca, Ralf; Jaeger, Paul F.; Eberle, Jessica; Hadler, Dominique; Laun, Frederik B.; Ohlmeyer, Sabine; Maier-Hein, Lena; Uder, Michael; Wenkel, Evelyn; Maier-Hein, Klaus H.; Bickelhaupt, Sebastian Share Save
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Photoacoustic imaging for monitoring radiotherapy treatment response in head and neck tumors Holzwarth, Niklas; Rachel, Zoe; Noelke, Jan-Hinrich; Schellenberg, Melanie; Bauer, Lukas; Schreck, Nicholas; Bender, Christoph J.; Dreher, Kris K.; Regnery, Sebastian; Weusthof, Katharina; Wiesenfarth, Manuel; Kopp-Schneider, Annette; Debus, Juergen; Seitel, Alexander; Adeberg, Sebastian; Maier-Hein, Lena; Held, Thomas Share Save
An objective comparison of methods for augmented reality in laparoscopic liver resection by preoperative-to-intraoperative image fusion from the MICCAI2022 challenge Ali, Sharib; Espinel, Yamid; Jin, Yueming; Liu, Peng; Guettner, Bianca; Zhang, Xukun; Zhang, Lihua; Dowrick, Tom; Clarkson, Matthew J.; Xiao, Shiting; Wu, Yifan; Yang, Yijun; Zhu, Lei; Sun, Dai; Li, Lan; Pfeiffer, Micha; Farid, Shahid; Maier-Hein, Lena; Buc, Emmanuel; Bartoli, Adrien Share Save
Optimization of anastomotic technique and gastric conduit perfusion with hyperspectral imaging and machine learning in an experimental model for minimally invasive esophagectomy Nickel, F.; Studier-Fischer, A.; Oeurozdemir, B.; Odenthal, J.; Mueller, L. R.; Knoedler, S.; Kowalewski, K. F.; Camplisson, I.; Allers, M. M.; Dietrich, M.; Schmidt, K.; Salg, G. A.; Kenngott, H. G.; Billeter, A. T.; Gockel, I.; Sagiv, C.; Hadar, O. E.; Gildenblat, J.; Ayala, L.; Seidlitz, S.; Maier-Hein, L.; Mueller-Stich, B. P. Share Save
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Spectral characterization of intraoperative renal perfusion using hyperspectral imaging and artificial intelligence Studier-Fischer, A.; Bressan, M.; Qasim, A. bin; Oezdemir, B.; Sellner, J.; Seidlitz, S.; Haney, C. M.; Egen, L.; Michel, M.; Dietrich, M.; Salg, G. A.; Billmann, F.; Nienhueser, H.; Hackert, T.; Mueller, B. P.; Maier-Hein, L.; Nickel, F.; Kowalewski, K. F. Share Save
Miniaturized electromagnetic tracking enables efficient ultrasound-navigated needle insertions Seitel, Alexander; Groener, Daniel; Eisenmann, Matthias; Saiz, Laura Aguilera; Pekdemir, Buenyamin; Sridharan, Patmaa; Nguyen, Cam Tu; Haefele, Sebastian; Feldmann, Carolin; Everitt, Brittaney; Happel, Christian; Herrmann, Eva; Sabet, Amir; Gruenwald, Frank; Franz, Alfred Michael; Maier-Hein, Lena Share Save
Depth-Specific Hypoxic Responses to Spreading Depolarizations in Gyrencephalic Swine Cortex Unveiled by Photoacoustic Imaging Santos, Edgar; Lopez-Navarro, Juan M.; Suarez-Gutierrez, Marcos Alejandro; Holzwarth, Niklas; Albina-Palmarola, Pablo; Kirchner, Thomas; Hernandez-Aguilera, Adrian; Fernandez-Amador, Jose Antonio; Vazifehdan, Farzam; Woitzik, Johannes; Maier-Hein, Lena; Sanchez-Porras, Renan Share Save
TRIPOD plus AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods Collins, Gary S.; Moons, Karel G. M.; Dhiman, Paula; Riley, Richard; Beam, Andrew L.; Van Calster, Ben; Ghassemi, Marzyeh; Liu, Xiaoxuan; Reitsma, Johannes B.; van Smeden, Maarten; Boulesteix, Anne-Laure; Camaradou, Jennifer Catherine; Celi, Leo Anthony; Denaxas, Spiros; Denniston, Alastair K.; Glocker, Ben; Golub, Robert M.; Harvey, Hugh; Heinze, Georg; Hoffman, Michael M.; Kengne, Andre Pascal; Lam, Emily; Lee, Naomi; Loder, Elizabeth W.; Maier-Hein, Lena; Mateen, Bilal A.; McCradden, Melissa; Oakden-Rayner, Lauren; Ordish, Johan; Parnell, Richard; Rose, Sherri; Singh, Karandeep; Wynants, Laure; Logullo, Patricia Share Save
Comparison of Four Active SARS-CoV-2 Surveillance Strategies in Representative Population Sample Points: Two-Factor Factorial Randomized Controlled Trial (vol 9, e44204, 2023) Deckert, Andreas; Anders, Simon; Morales, Ivonne; De Allegri, Manuela; Nguyen, Hoa Thi; Souares, Aurelia; McMahon, Shannon; Meurer, Matthias; Burk, Robin; Lou, Dan; Brugnara, Lucia; Sand, Matthias; Koeppel, Lisa; Maier-Hein, Lena; Ross, Tobias; Adler, Tim J.; Brenner, Stephan; Dyer, Christopher; Herbst, Konrad; Ovchinnikova, Svetlana; Marx, Michael; Schnitzler, Paul; Knop, Michael; Baernighausen, Till; Denkinger, Claudia M. Share Save
Metrics reloaded: recommendations for image analysis validation Maier-Hein, Lena; Reinke, Annika; Godau, Patrick; Tizabi, Minu D.; Buettner, Florian; Christodoulou, Evangelia; Glocker, Ben; Isensee, Fabian; Kleesiek, Jens; Kozubek, Michal; Reyes, Mauricio; Riegler, Michael A.; Wiesenfarth, Manuel; Kavur, A. Emre; Sudre, Carole H.; Baumgartner, Michael; Eisenmann, Matthias; Heckmann-Noetzel, Doreen; Raedsch, Tim; Acion, Laura; Antonelli, Michela; Arbel, Tal; Bakas, Spyridon; Benis, Arriel; Blaschko, Matthew B.; Cardoso, M. Jorge; Cheplygina, Veronika; Cimini, Beth A.; Collins, Gary S.; Farahani, Keyvan; Ferrer, Luciana; Galdran, Adrian; van Ginneken, Bram; Haase, Robert; Hashimoto, Daniel A.; Hoffman, Michael M.; Huisman, Merel; Jannin, Pierre; Kahn, Charles E.; Kainmueller, Dagmar; Kainz, Bernhard; Karargyris, Alexandros; Karthikesalingam, Alan; Kofler, Florian; Kopp-Schneider, Annette; Kreshuk, Anna; Kurc, Tahsin; Landman, Bennett A.; Litjens, Geert; Madani, Amin; Maier-Hein, Klaus; Martel, Anne L.; Mattson, Peter; Meijering, Erik; Menze, Bjoern; Moons, Karel G. M.; Mueller, Henning; Nichyporuk, Brennan; Nickel, Felix; Petersen, Jens; Rajpoot, Nasir; Rieke, Nicola; Saez-Rodriguez, Julio; Sanchez, Clara I.; Shetty, Shravya; van Smeden, Maarten; Summers, Ronald M.; Taha, Abdel A.; Tiulpin, Aleksei; Tsaftaris, Sotirios A.; Van Calster, Ben; Varoquaux, Gael; Jaeger, Paul F. Share Save
Understanding metric-related pitfalls in image analysis validation Reinke, Annika; Tizabi, Minu D.; Baumgartner, Michael; Eisenmann, Matthias; Heckmann-Noetzel, Doreen; Kavur, A. Emre; Raedsch, Tim; Sudre, Carole H.; Acion, Laura; Antonelli, Michela; Arbel, Tal; Bakas, Spyridon; Benis, Arriel; Buettner, Florian; Cardoso, M. Jorge; Cheplygina, Veronika; Chen, Jianxu; Christodoulou, Evangelia; Cimini, Beth A.; Farahani, Keyvan; Ferrer, Luciana; Galdran, Adrian; van Ginneken, Bram; Glocker, Ben; Godau, Patrick; Hashimoto, Daniel A.; Hoffman, Michael M.; Huisman, Merel; Isensee, Fabian; Jannin, Pierre; Kahn, Charles E.; Kainmueller, Dagmar; Kainz, Bernhard; Karargyris, Alexandros; Kleesiek, Jens; Kofler, Florian; Kooi, Thijs; Kopp-Schneider, Annette; Kozubek, Michal; Kreshuk, Anna; Kurc, Tahsin; Landman, Bennett A.; Litjens, Geert; Madani, Amin; Maier-Hein, Klaus; Martel, Anne L.; Meijering, Erik; Menze, Bjoern; Moons, Karel G. M.; Mueller, Henning; Nichyporuk, Brennan; Nickel, Felix; Petersen, Jens; Rafelski, Susanne M.; Rajpoot, Nasir; Reyes, Mauricio; Riegler, Michael A.; Rieke, Nicola; Saez-Rodriguez, Julio; Sanchez, Clara I.; Shetty, Shravya; Summers, Ronald M.; Taha, Abdel A.; Tiulpin, Aleksei; Tsaftaris, Sotirios A.; Van Calster, Ben; Varoquaux, Gael; Yaniv, Ziv R.; Jaeger, Paul F.; Maier-Hein, Lena Share Save
ICG-augmented hyperspectral imaging for visualization of intestinal perfusion compared to conventional ICG fluorescence imaging: an experimental study Studier-Fischer, Alexander; Schwab, Florian Marc; Rees, Maike; Seidlitz, Silvia; Sellner, Jan; Oezdemir, Berkin; Ayala, Leonardo; Odenthal, Jan; Knoedler, Samuel; Kowalewski, Karl-Friedrich; Haney, Caelan Max; Dietrich, Maximilian; Salg, Gabriel Alexander; Kenngott, Hannes Goetz; Mueller-Stich, Beat Peter; Maier-Hein, Lena; Nickel, Felix Share Save
Comparison of Four Active SARS-CoV-2 Surveillance Strategies in Representative Population Sample Points: Two-Factor Factorial Randomized Controlled Trial Deckert, Andreas; Anders, Simon; Morales, Ivonne; De Allegri, Manuela; Hoa Thi Nguyen; Souares, Aurelia; McMahon, Shannon; Meurer, Matthias; Burk, Robin; Lou, Dan; Brugnara, Lucia; Sand, Matthias; Koeppel, Lisa; Maier-Hein, Lena; Ross, Tobias; Adler, Tim J.; Brenner, Stephan; Dyer, Christopher; Herbst, Konrad; Ovchinnikova, Svetlana; Marx, Michael; Schnitzler, Paul; Knop, Michael; Baernighausen, Till; Denkinger, Claudia M. Share Save
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