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Anzahl der Publikationen: 9
Zeitschriftenartikel
Vangala, Deepak; Ladigan, Swetlana; Liffers, Sven-Thorsten; Noseir, Soha; Maghnouj, Abdelouahid; Götze, Tina-Maria; Verdoodt, Berlinda; Klein-Scory, Susanne; Godfrey, Laura; Zowada, Martina K.; Huerta, Mario; Edelstein, Daniel L.; Villarreal, Jaime Martinez de; Marqués, Miriam; Kumbrink, Jörg; Jung, Andreas; Schiergens, Tobias S.; Werner, Jens; Heinemann, Volker; Stintzing, Sebastian; Lindoerfer, Doris 
ORCID: https://orcid.org/0000-0003-3078-0856; Mansmann, Ulrich; Pohl, Michael; Teschendorf, Christian; Bernhardt, Christiane; Wolters, Heiner; Stern, Josef; Usta, Selami; Viebahn, Richard; Admard, Jacob; Casadei, Nicolas; Fröhling, Stefan; Ball, Claudia R.; Siveke, Jens T.; Glimm, Hanno; Tannapfel, Andrea; Schmiegel, Wolff und Hahn, Stephan A.
(2021):
Secondary resistance to anti-EGFR therapy by transcriptional reprogramming in patient-derived colorectal cancer models.
In: Genome Medicine, Bd. 13, Nr. 116
[PDF, 4MB]
ORCID: https://orcid.org/0000-0003-3078-0856; Mansmann, Ulrich; Pohl, Michael; Teschendorf, Christian; Bernhardt, Christiane; Wolters, Heiner; Stern, Josef; Usta, Selami; Viebahn, Richard; Admard, Jacob; Casadei, Nicolas; Fröhling, Stefan; Ball, Claudia R.; Siveke, Jens T.; Glimm, Hanno; Tannapfel, Andrea; Schmiegel, Wolff und Hahn, Stephan A.
(2021):
Secondary resistance to anti-EGFR therapy by transcriptional reprogramming in patient-derived colorectal cancer models.
In: Genome Medicine, Bd. 13, Nr. 116
[PDF, 4MB]
Maron, Roman C.; Schlager, Justin G.; Haggenmüller, Sarah; Kalle, Christof von; Utikal, Jochen S.; Meier, Friedegund; Gellrich, Frank F.; Hobelsberger, Sarah; Hauschild, Axel; French, Lars; Heinzerling, Lucie; Schlaak, Max; Ghoreschi, Kamran; Hilke, Franz J.; Poch, Gabriela; Heppt, Markus V.; Berking, Carola; Haferkamp, Sebastian; Sondermann, Wiebke; Schadendorf, Dirk; Schilling, Bastian; Goebeler, Matthias; Krieghoff-Henning, Eva; Hekler, Achim; Fröhling, Stefan; Lipka, Daniel B.; Kather, Jakob N. und Brinker, Titus J.
(2021):
Original Research A benchmark for neural network robustness in skin cancer classification.
In: European Journal of Cancer, Bd. 155: S. 191-199
Hekler, Achim; Utikal, Jochen S.; Enk, Alexander H.; Hauschild, Axel; Weichenthal, Michael; Maron, Roman C.; Berking, Carola; Haferkamp, Sebastian; Klode, Joachim; Schadendorf, Dirk; Schilling, Bastian; Holland-Letz, Tim; Izar, Benjamin; Kalle, Christof von; Fröhling, Stefan und Brinker, Titus J.
(2019):
Superior skin cancer classification by the combination of human and artificial intelligence.
In: European Journal of Cancer, Bd. 120: S. 114-121
Brinker, Titus J.; Hekler, Achim; Enk, Alexander H.; Berking, Carola; Haferkamp, Sebastian; Hauschild, Axel; Weichenthal, Michael; Klode, Joachim; Schadendorf, Dirk; Holland-Letz, Tim; Kalle, Christof von; Fröhling, Stefan; Schilling, Bastian und Utikal, Jochen S.
(2019):
Deep neural networks are superior to dermatologists in melanoma image classification.
In: European Journal of Cancer, Bd. 119: S. 11-17
Sondermann, Wiebke; Utikal, Jochen Sven; Enk, Alexander H.; Schadendorf, Dirk; Klode, Joachim; Hauschild, Axel; Weichenthal, Michael; French, Lars E.; Berking, Carola; Schilling, Bastian; Haferkamp, Sebastian; Fröhling, Stefan; Kalle, Christof von und Brinker, Titus J.
(2019):
Prediction of melanoma evolution in melanocytic nevi via artificial intelligence: A call for prospective data.
In: European Journal of Cancer, Bd. 119: S. 30-34
Maron, Roman C.; Weichenthal, Michael; Utikal, Jochen S.; Hekler, Achim; Berking, Carola; Hauschild, Axel; Enk, Alexander H.; Haferkamp, Sebastian; Klode, Joachim; Schadendorf, Dirk; Jansen, Philipp; Holland-Letz, Tim; Schilling, Bastian; Kalle, Christof von; Fröhling, Stefan; Gaiser, Maria R.; Hartmann, Daniela; Gesierich, Anja; Kaehler, Katharina C.; Wehkamp, Ulrike; Karoglan, Ante; Baer, Claudia; Brinker, Titus J.; Schmitt, Laurenz; Peitsch, Wiebke K.; Hoffmann, Friederike; Becker, Jürgen C.; Drusio, Christina; Jansen, Philipp; Klode, Joachim; Lodde, Georg; Sammet, Stefanie; Schadendorf, Dirk; Sondermann, Wiebke; Ugurel, Selma; Zader, Jeannine; Enk, Alexander; Salzmann, Martin; Schäfer, Sarah; Schaekel, Knut; Winkler, Julia; Woelbing, Priscilla; Asper, Hiba; Bohne, Ann-Sophie; Brown, Victoria; Burba, Bianca; Deffaa, Sophia; Dietrich, Cecilia; Dietrich, Matthias; Drerup, Katharina Antonia; Egberts, Friederike; Erkens, Anna-Sophie; Greven, Salim; Harde, Viola; Jost, Marion; Kaeding, Merit; Kosova, Katharina; Lischner, Stephan; Maagk, Maria; Messinger, Anna Laetitia; Metzner, Malte; Motamedi, Rogina; Rosenthal, Ann-Christine; Seidl, Ulrich; Stemmermann, Jana; Torz, Kaspar; Velez, Juliana Giraldo; Haiduk, Jennifer; Alter, Mareike; Baer, Claudia; Bergenthal, Paul; Gerlach, Anne; Holtorf, Christian; Karoglan, Ante; Kindermann, Sophie; Kraas, Luise; Felcht, Moritz; Gaiser, Maria R.; Klemke, Claus-Detlev; Kurzen, Hjalmar; Leibing, Thomas; Müller, Verena; Reinhard, Raphael R.; Utikal, Jochen; Winter, Franziska; Berking, Carola; Eicher, Laurie; Hartmann, Daniela; Heppt, Markus; Kilian, Katharina; Krammer, Sebastian; Lill, Diana; Niesert, Anne-Charlotte; Oppel, Eva; Sattler, Elke; Senner, Sonja; Wallmichrath, Jens; Wolff, Hans; Giner, Tina; Glutsch, Valerie; Kerstan, Andreas; Presser, Dagmar; Schruefer, Philipp; Schummer, Patrick; Stolze, Ina; Weber, Judith; Drexler, Konstantin; Haferkamp, Sebastian; Mickler, Marion; Stauner, Camila Toledo und Thiem, Alexander
(2019):
Systematic outperformance of 112 dermatologists in multiclass skin cancer image classification by convolutional neural networks.
In: European Journal of Cancer, Bd. 119: S. 57-65
Hekler, Achim; Utikal, Jochen S.; Enk, Alexander H.; Solass, Wiebke; Schmitt, Max; Klode, Joachim; Schadendorf, Dirk; Sondermann, Wiebke; Franklin, Cindy; Bestvater, Felix; Flaig, Michael J.; Krahl, Dieter; Kalle, Christof von; Fröhling, Stefan und Brinker, Titus J.
(2019):
Deep learning outperformed 11 pathologists in the classification of histopathological melanoma images.
In: European Journal of Cancer, Bd. 118: S. 91-96
Hekler, Achim; Utikal, Jochen Sven; Enk, Alexander H.; Berking, Carola; Klode, Joachim; Schadendorf, Dirk; Jansen, Philipp; Franklin, Cindy; Holland-Letz, Tim; Krahl, Dieter; Kalle, Christof von; Fröhling, Stefan und Brinker, Titus Josef
(2019):
Pathologist-level classification of histopathological melanoma images with deep neural networks.
In: European Journal of Cancer, Bd. 115: S. 79-83
Lier, Amelie; Penzel, Roland; Heining, Christoph; Horak, Peter; Frohlich, Martina; Uhrig, Sebastian; Budczies, Jan; Kirchner, Martina; Volckmar, Anna-Lena; Hutter, Barbara; Kreutzfeldt, Simon; Endris, Volker; Richter, Daniela; Wolf, Stephan; Pfütze, Katrin; Neumann, Olaf; Buchhalter, Ivo; Oliveira, Cristiano M. Morais de; Singer, Stephan; Leichsenring, Jonas; Herpel, Esther; Klauschen, Frederick; Jost, Philipp J.; Metzeler, Klaus H.; Schulze-Osthoff, Klaus; Kopp, Hans-Georg; Kindler, Thomas; Rieke, Damian T.; Lamping, Mario; Brandts, Christian; Falkenhorst, Johanna; Bauer, Sebastian; Schrock, Evelin; Folprecht, Gunnar; Börries, Melanie; Bubnoff, Nikolas von; Weichert, Wilko; Brors, Benedikt; Lichter, Peter; Kalle, Christof von; Schirmacher, Peter; Glimm, Hanno; Fröhling, Stefan und Stenzinger, Albrecht
(2018):
Validating Comprehensive Next-Generation Sequencing Results for Precision Oncology: The NCT/DKTK Molecularly Aided Stratification for Tumor Eradication Research Experience.
In: Jco Precision Oncology, Bd. 2