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L

Lena Maier‐Hein

german cancer research center

53H-index
390Paper Count
1.4WCitation Count
Published Papers 74
Publication Date
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Performance uncertainty in medical image analysis: A large-scale investigation of confidence intervals
errMedical Image Analysis
IF11.8
err2026-10-12
err0
errOAAI
errPascaline André; Charles Heitz; Evangelia Christodoulou; Annika Reinke; Carole H. Sudre; Michela Antonelli; Patrick Godau; M. Jorge Cardoso; Antoine Gilson; Sophie Tezenas du Montcel; Gaël Varoquaux; Lena Maier-Hein; Olivier Colliot
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ManUSPECTRAL – the Mannheim Urology HyperSPECTRAL Imaging Atlas of 17 Physiological Human Organs
errBJU International
IF4.4
err2026-10-07
err0
PREAI
errAlexander Rathenborg; Vera Klütz; Paula Grützner; Luisa Hartung; Greta Demmel; Christoph Julien Bender; Jan Sellner; Silvia Seidlitz; Caelan Max Haney‐Aubert; Wahid Fattal; Tilmann Clanget; Berkin Özdemir; Samuel Knoedler; Gabriel Alexander Salg; Luisa Renner; Nicolas Carl; Cuyler Yu; Charlene Leung; Dominic Edelmann; Nicholas Schreck; Maurice Stephan Michel; Lena Maier‐Hein; Karl‐Friedrich Kowalewski
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Federated Learning for surgical vision in appendicitis classification: Results of the FedSurg EndoVis 2024 challenge
errMedical Image Analysis
IF11.8
err2026-09-07
err0
errOAAI
errMax Kirchner; Hanna Hoffmann; Alexander C. Jenke; Oliver L. Saldanha; Kevin Pfeiffer; Weam Kanjo; Julia Alekseenko; Claas de Boer; Santhi Raj Kolamuri; Lorenzo Mazza; Nicolas Padoy; Sophia Bano; Annika Reinke; Lena Maier-Hein; Danail Stoyanov; Jakob N. Kather; Fiona R. Kolbinger; Sebastian Bodenstedt; Stefanie Speidel
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Xeno-learning: knowledge transfer across species in deep learning-based spectral image analysis
errNature Biomedical Engineering
IF26.6
err2026-01-26
err0
errOAAI
errJan Sellner; Alexander Studier-Fischer; Ahmad Bin Qasim; Silvia Seidlitz; Nicholas Schreck; Minu Tizabi; Manuel Wiesenfarth; Annette Kopp-Schneider; Janne Heinecke; Jule Brandt; Samuel Knoedler; Caelan Max Haney; Gabriel Salg; Berkin Özdemir; Maximilian Dietrich; Maurice Stephan Michel; Felix Nickel; Karl-Friedrich Kowalewski; Lena Maier-Hein
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AI-driven preoperative risk assessment in kidney cancer surgery: A comparative feasibility study of machine learning models
errBJUI COMPASS
IF0
err2025-10-01
err0
errOAAI
errMuhlbauer, 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
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Including AI in diffusion-weighted breast MRI has potential to increase reader confidence and reduce workload
errJOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
IF4.6
err2025-09-01
err0
PREAI
errBounias, 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
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Advancing standards in biomedical image analysis validation: A perspective on Metrics Reloaded
errClinical and Translational Medicine
IF6.8
err2025-08-31
err0
errOAAI
errAnnika Reinke; Minu D Tizabi; Lena Maier-Hein
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AI-powered skin spectral imaging enables instant sepsis diagnosis and outcome prediction in critically ill patients
errScience Advances
IF12.5
err2025-07-18
err0
errOAAI
errSilvia Seidlitz; Katharina Hölzl; Ayca von Garrel; Jan Sellner; Stephan Katzenschlager; Tobias Hölle; Dania Fischer; Maik von der Forst; Felix C. F. Schmitt; Alexander Studier-Fischer; Markus A. Weigand; Lena Maier-Hein; Maximilian Dietrich
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Hyperspectral Imaging Accurately Detects Renal Malperfusion Due to High Intrarenal Pressure
errEuropean Urology Open Science
IF4.5
err2025-07-11
err0
errOAAI
errLuisa Egen; Moritz Hommel; Caelan Max Haney; Berkin Özdemir; Samuel Knoedler; Jan Sellner; Silvia Seidlitz; Maximilian Dietrich; Gabriel Alexander Salg; Felix Nickel; Lena Maier-Hein; Maurice Stephan Michel; Alexander Studier-Fischer; Karl-Friedrich Kowalewski
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Photoacoustic imaging for monitoring radiotherapy treatment response in head and neck tumors
errSCIENTIFIC REPORTS
IF3.9
err2025-05-10
err0
errOAAI
errHolzwarth, 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
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An objective comparison of methods for augmented reality in laparoscopic liver resection by preoperative-to-intraoperative image fusion from the MICCAI2022 challenge
errMEDICAL IMAGE ANALYSIS
IF11.8
err2025-01-01
err1
errOAAI
errAli, 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
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Optimization of anastomotic technique and gastric conduit perfusion with hyperspectral imaging and machine learning in an experimental model for minimally invasive esophagectomy
errEJSO
IF2.9
err2025-01-01
err6
PREAI
errNickel, 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.
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errSave
Photoacoustic Quantification of Tissue Oxygenation Using Conditional Invertible Neural Networks
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2024-09-01
err0
errOAAI
errNoelke, Jan-Hinrich; Adler, Tim J.; Schellenberg, Melanie; Dreher, Kris K.; Holzwarth, Niklas; Bender, Christoph J.; Tizabi, Minu D.; Seitel, Alexander; Maier-Hein, Lena
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Spectral characterization of intraoperative renal perfusion using hyperspectral imaging and artificial intelligence
errSCIENTIFIC REPORTS
IF3.9
err2024-07-27
err3
errOAAI
errStudier-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.
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Miniaturized electromagnetic tracking enables efficient ultrasound-navigated needle insertions
errSCIENTIFIC REPORTS
IF3.9
err2024-06-19
err1
errOAAI
errSeitel, 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
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Depth-Specific Hypoxic Responses to Spreading Depolarizations in Gyrencephalic Swine Cortex Unveiled by Photoacoustic Imaging
errTRANSLATIONAL STROKE RESEARCH
IF4.3
err2024-04-16
err1
PREAI
errSantos, 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
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TRIPOD plus AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods
errBMJ-BRITISH MEDICAL JOURNAL
IF42.7
err2024-04-16
err103
errOAAI
errCollins, 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
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Comparison of Four Active SARS-CoV-2 Surveillance Strategies in Representative Population Sample Points: Two-Factor Factorial Randomized Controlled Trial (vol 9, e44204, 2023)
errJMIR PUBLIC HEALTH AND SURVEILLANCE
IF3.9
err2024-02-16
err0
errOAAI
errDeckert, 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.
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Metrics reloaded: recommendations for image analysis validation
errNATURE METHODS
IF32.1
err2024-02-12
err59
errOAAI
errMaier-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.
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Understanding metric-related pitfalls in image analysis validation
errNATURE METHODS
IF32.1
err2024-02-12
err24
errOAAI
errReinke, 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
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Research Directions

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Co-authors
Cooperation Journals
A
Ara Darzi
H-index: 152 · Papers: 2.2K
E
Elisabete Weiderpass
H-index: 149 · Papers: 1.5K
W
William R. Jarnagin
H-index: 136 · Papers: 1.1K
T
Till Bärnighausen
H-index: 132 · Papers: 1.1K
K
Karel G.M. Moons
H-index: 131 · Papers: 686
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