Deep learning approach to predict lymph node metastasis directly from primary tumour histology in prostate cancer
Wessels, Frederik, Schmitt, Max, Krieghoff‐Henning, Eva, Jutzi, Tanja, Worst, Thomas S., Waldbillig, Frank, Neuberger, Manuel, Maron, Roman C., Steeg, Matthias, Gaiser, Timo, Hekler, Achim, Utikal, Jochen S., Kalle, Christof, Fröhling, Stefan, Michel, Maurice S., Nuhn, Philipp, Brinker, Titus J.
Published in BJU international (01.09.2021)
Published in BJU international (01.09.2021)
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Overdiagnosis of melanoma – causes, consequences and solutions
Kutzner, Heinz, Jutzi, Tanja B., Krahl, Dieter, Krieghoff‐Henning, Eva I., Heppt, Markus V., Hekler, Achim, Schmitt, Max, Maron, Roman C. R., Fröhling, Stefan, Kalle, Christof, Brinker, Titus J.
Published in Journal der Deutschen Dermatologischen Gesellschaft (01.11.2020)
Published in Journal der Deutschen Dermatologischen Gesellschaft (01.11.2020)
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Evaluating deep learning-based melanoma classification using immunohistochemistry and routine histology: A three center study
Wies, Christoph, Schneider, Lucas, Haggenmüller, Sarah, Bucher, Tabea-Clara, Hobelsberger, Sarah, Heppt, Markus V, Ferrara, Gerardo, Krieghoff-Henning, Eva I, Brinker, Titus J
Published in PloS one (19.01.2024)
Published in PloS one (19.01.2024)
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Artificial Intelligence in Skin Cancer Diagnostics: The Patients' Perspective
Jutzi, Tanja B., Krieghoff-Henning, Eva I., Holland-Letz, Tim, Utikal, Jochen Sven, Hauschild, Axel, Schadendorf, Dirk, Sondermann, Wiebke, Fröhling, Stefan, Hekler, Achim, Schmitt, Max, Maron, Roman C., Brinker, Titus J.
Published in Frontiers in medicine (02.06.2020)
Published in Frontiers in medicine (02.06.2020)
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Integration of deep learning-based image analysis and genomic data in cancer pathology: A systematic review
Schneider, Lucas, Laiouar-Pedari, Sara, Kuntz, Sara, Krieghoff-Henning, Eva, Hekler, Achim, Kather, Jakob N., Gaiser, Timo, Fröhling, Stefan, Brinker, Titus J.
Published in European journal of cancer (1990) (01.01.2022)
Published in European journal of cancer (1990) (01.01.2022)
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FLASH links the CD95 signaling pathway to the cell nucleus and nuclear bodies
Milovic-Holm, Kristijana, Krieghoff, Eva, Jensen, Kirsten, Will, Hans, Hofmann, Thomas G
Published in The EMBO journal (24.01.2007)
Published in The EMBO journal (24.01.2007)
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Journal Article
Deep learning can predict survival directly from histology in clear cell renal cell carcinoma
Wessels, Frederik, Schmitt, Max, Krieghoff-Henning, Eva, Kather, Jakob N, Nientiedt, Malin, Kriegmair, Maximilian C, Worst, Thomas S, Neuberger, Manuel, Steeg, Matthias, Popovic, Zoran V, Gaiser, Timo, von Kalle, Christof, Utikal, Jochen S, Fröhling, Stefan, Michel, Maurice S, Nuhn, Philipp, Brinker, Titus J
Published in PloS one (17.08.2022)
Published in PloS one (17.08.2022)
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Integrating Patient Data Into Skin Cancer Classification Using Convolutional Neural Networks: Systematic Review
Höhn, Julia, Hekler, Achim, Krieghoff-Henning, Eva, Kather, Jakob Nikolas, Utikal, Jochen Sven, Meier, Friedegund, Gellrich, Frank Friedrich, Hauschild, Axel, French, Lars, Schlager, Justin Gabriel, Ghoreschi, Kamran, Wilhelm, Tabea, Kutzner, Heinz, Heppt, Markus, Haferkamp, Sebastian, Sondermann, Wiebke, Schadendorf, Dirk, Schilling, Bastian, Maron, Roman C, Schmitt, Max, Jutzi, Tanja, Fröhling, Stefan, Lipka, Daniel B, Brinker, Titus Josef
Published in Journal of medical Internet research (02.07.2021)
Published in Journal of medical Internet research (02.07.2021)
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Uncertainty Estimation in Medical Image Classification: Systematic Review
Kurz, Alexander, Hauser, Katja, Mehrtens, Hendrik Alexander, Krieghoff-Henning, Eva, Hekler, Achim, Kather, Jakob Nikolas, Fröhling, Stefan, von Kalle, Christof, Brinker, Titus Josef
Published in JMIR medical informatics (01.08.2022)
Published in JMIR medical informatics (01.08.2022)
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Journal Article
Effects of Label Noise on Deep Learning-Based Skin Cancer Classification
Hekler, Achim, Kather, Jakob N, Krieghoff-Henning, Eva, Utikal, Jochen S, Meier, Friedegund, Gellrich, Frank F, Upmeier Zu Belzen, Julius, French, Lars, Schlager, Justin G, Ghoreschi, Kamran, Wilhelm, Tabea, Kutzner, Heinz, Berking, Carola, Heppt, Markus V, Haferkamp, Sebastian, Sondermann, Wiebke, Schadendorf, Dirk, Schilling, Bastian, Izar, Benjamin, Maron, Roman, Schmitt, Max, Fröhling, Stefan, Lipka, Daniel B, Brinker, Titus J
Published in Frontiers in medicine (06.05.2020)
Published in Frontiers in medicine (06.05.2020)
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Journal Article
Digital Natives’ Preferences on Mobile Artificial Intelligence Apps for Skin Cancer Diagnostics: Survey Study
Haggenmüller, Sarah, Krieghoff-Henning, Eva, Jutzi, Tanja, Trapp, Nicole, Kiehl, Lennard, Utikal, Jochen Sven, Fabian, Sascha, Brinker, Titus Josef
Published in JMIR mHealth and uHealth (01.08.2021)
Published in JMIR mHealth and uHealth (01.08.2021)
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FLASH Meets Nuclear Bodies: CD95 Receptor Signals via a Nuclear Pathway
Krieghoff, Eva, Milovic-Holm, Kristijana, Hofmann, Thomas G.
Published in Cell cycle (Georgetown, Tex.) (01.04.2007)
Published in Cell cycle (Georgetown, Tex.) (01.04.2007)
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Journal Article
Multimodal integration of image, epigenetic and clinical data to predict BRAF mutation status in melanoma
Schneider, Lucas, Wies, Christoph, Krieghoff-Henning, Eva I., Bucher, Tabea-Clara, Utikal, Jochen S., Schadendorf, Dirk, Brinker, Titus J.
Published in European journal of cancer (1990) (01.04.2023)
Published in European journal of cancer (1990) (01.04.2023)
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Deep learning approach to predict sentinel lymph node status directly from routine histology of primary melanoma tumours
Brinker, Titus J., Kiehl, Lennard, Schmitt, Max, Jutzi, Tanja B., Krieghoff-Henning, Eva I., Krahl, Dieter, Kutzner, Heinz, Gholam, Patrick, Haferkamp, Sebastian, Klode, Joachim, Schadendorf, Dirk, Hekler, Achim, Fröhling, Stefan, Kather, Jakob N., Haggenmüller, Sarah, von Kalle, Christof, Heppt, Markus, Hilke, Franz, Ghoreschi, Kamran, Tiemann, Markus, Wehkamp, Ulrike, Hauschild, Axel, Weichenthal, Michael, Utikal, Jochen S.
Published in European journal of cancer (1990) (01.09.2021)
Published in European journal of cancer (1990) (01.09.2021)
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Diagnostic performance of artificial intelligence for histologic melanoma recognition compared to 18 international expert pathologists
Brinker, Titus J., Schmitt, Max, Krieghoff-Henning, Eva I., Barnhill, Raymond, Beltraminelli, Helmut, Braun, Stephan A., Carr, Richard, Fernandez-Figueras, Maria-Teresa, Ferrara, Gerardo, Fraitag, Sylvie, Gianotti, Raffaele, Llamas-Velasco, Mar, Müller, Cornelia S.L., Perasole, Antonio, Requena, Luis, Sangueza, Omar P., Santonja, Carlos, Starz, Hans, Vale, Esmeralda, Weyers, Wolfgang, Hekler, Achim, Kather, Jakob N., Fröhling, Stefan, Krahl, Dieter, Holland-Letz, Tim, Utikal, Jochen S., Saggini, Andrea, Kutzner, Heinz
Published in Journal of the American Academy of Dermatology (01.03.2022)
Published in Journal of the American Academy of Dermatology (01.03.2022)
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Prospective multicenter study using artificial intelligence to improve dermoscopic melanoma diagnosis in patient care
Heinlein, Lukas, Maron, Roman C., Hekler, Achim, Haggenmüller, Sarah, Wies, Christoph, Utikal, Jochen S., Meier, Friedegund, Hobelsberger, Sarah, Gellrich, Frank F., Sergon, Mildred, Hauschild, Axel, French, Lars E., Heinzerling, Lucie, Schlager, Justin G., Ghoreschi, Kamran, Schlaak, Max, Hilke, Franz J., Poch, Gabriela, Korsing, Sören, Berking, Carola, Heppt, Markus V., Erdmann, Michael, Haferkamp, Sebastian, Drexler, Konstantin, Schadendorf, Dirk, Sondermann, Wiebke, Goebeler, Matthias, Schilling, Bastian, Krieghoff-Henning, Eva, Brinker, Titus J.
Published in Communications medicine (11.09.2024)
Published in Communications medicine (11.09.2024)
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Colorectal cancer risk stratification on histological slides based on survival curves predicted by deep learning
Höhn, Julia, Krieghoff-Henning, Eva, Wies, Christoph, Kiehl, Lennard, Hetz, Martin J., Bucher, Tabea-Clara, Jonnagaddala, Jitendra, Zatloukal, Kurt, Müller, Heimo, Plass, Markus, Jungwirth, Emilian, Gaiser, Timo, Steeg, Matthias, Holland-Letz, Tim, Brenner, Hermann, Hoffmeister, Michael, Brinker, Titus J.
Published in NPJ precision oncology (26.09.2023)
Published in NPJ precision oncology (26.09.2023)
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Journal Article
Evaluation of a medical student-delivered smoking prevention program utilizing a face-aging mobile app for secondary schools in Germany: The Education Against Tobacco cluster-randomized controlled trial
Brinker, Titus J., Krieghoff-Henning, Eva I., Suhre, Janina L., Silchmüller, Marc Phillipp, Divizieva, Evgenia, Wilhelm, Jilada, Hillebrand, Gabriel, Haney, Ailís C., Srivastava, Aayushi, Haney, Caelán M., Seeger, Werner, Penka, Dominik, Gall, Henning, Gaim, Benedikt, Glisic, Lazar, Stark, Tobias, Swoboda, Susanne M., Baumermann, Sonja, Brieske, Christian M., Jakob, Lena, Fahrner, Hannah Maria, Anhuef, Ole, Schmidt, Selina Marisa, Alfitian, Jonas, Taha, Lava, Beißwenger, Hanna, Groneberg, David A., Thomas, Roger E., Fröhling, Stefan, von Kalle, Christof, Baudson, Tanja Gabriele, Buslaff, Fabian, Mons, Ute
Published in European journal of cancer (1990) (01.09.2024)
Published in European journal of cancer (1990) (01.09.2024)
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