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Springe zu: Zeitschriftenartikel
Anzahl der Publikationen: 6
Zeitschriftenartikel
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
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
Brinker, Titus J.; Hekler, Achim; Enk, Alexander H.; Klode, Joachim; Hauschild, Axel; Berking, Carola; Schilling, Bastian; Haferkamp, Sebastian; Schadendorf, Dirk; Holland-Letz, Tim; Utikal, Jochen S. und Kalle, Christof von
(2019):
Deep learning outperformed 136 of 157 dermatologists in a head-to-head dermoscopic melanoma image classification task.
In: European Journal of Cancer, Bd. 113: S. 47-54
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
Wuensche, Peer; Eckert, Elias S. P.; Holland-Letz, Tim; Paruzynski, Anna; Hotz-Wagenblatt, Agnes; Fronza, Raffaele; Rath, Tim; Gil-Farina, Irene; Schmidt, Manfred; Kalle, Christof von; Klein, Christoph; Ball, Claudia R.; Herbst, Friederike und Glimm, Hanno
(2018):
Mapping Active Gene-Regulatory Regions in Human Repopulating Long-Term HSCs.
In: Cell Stem Cell, Bd. 23, Nr. 1: S. 132-146