Deep learning outperformed 136 of 157 dermatologists in a head-to-head dermoscopic melanoma image classification task
Brinker, Titus J., Hekler, Achim, Enk, Alexander H., Klode, Joachim, Hauschild, Axel, Berking, Carola, Schilling, Bastian, Haferkamp, Sebastian, Schadendorf, Dirk, Holland-Letz, Tim, von Kalle, Christof, Sirokay, Judith, Albrecht, Magarete, Chorti, Eleftheria, Dith, Anna, Drusio, Christina, Giese, Nina, Griewank, Klaus, Hallasch, Sandra, Hanhart, Zdenka, Herz, Saskia, Hohaus, Katja, Jansen, Philipp, Jockenhöfer, Finja, Kanaki, Theodora, Leonhard, Katja, Matei, Liliana, Olischewski, Alexandra, Placke, Jan-Malte, Raub, Simon, Salva, Katrin, Sody, Elsa, Steingrube, Nadine, Ugurel, Selma, Zaremba, Anne, Gebhardt, Christoffer, Booken, Nina, Buder-Bakhaya, Kristina, Bokor-Billmann, Therezia, Enk, Alexander, Hänßle, Holger, Salzmann, Martin, Schank, Timo, Bohne, Ann-Sophie, Egberts, Friederike, Ewald, Benjamin, Falkvoll, Sandra, Gerdes, Sascha, Harde, Viola, Hauschild, Axel, Jost, Marion, Kosova, Katja, Messinger, Laetitia, Metzner, Malte, Scheller, Natalie, Schwarz, Thomas, Stölzl, Dora, Thielking, Federieke, Tomaschewski, Elena, Wehkamp, Ulrike, Wiedow, Oliver, Bender-Säbelkampf, Sophia, Horbrügger, Marc, Karoglan, Ante, Kraas, Luise, Geraud, Cyrill, Koch, Philipp, Linke, Miriam, Maurier, Nolwenn, Müller, Verena, Thomas, Benjamin, Utikal, Jochen Sven, Alamri, Ali Saeed M., Baczako, Andrea, Berking, Carola, Betke, Matthias, Haas, Carolin, Hartmann, Daniela, Kilian, Katharina, Krammer, Sebastian, Lapczynski, Natalie Lidia, Nasifoglu, Suzan, Ruini, Cristel, Wolff, Hans, Achatz, Birgit, Bergbreiter, Astrid, Drexler, Konstantin, Halupczok, Anna, Hegemann, Marie, Dinauer, Verena, Maagk, Maria, Mickler, Marion, Philipp, Biance, Wittmann, Constanze, Gesierich, Anja, Glutsch, Valerie, Kahlert, Katrin, Kerstan, Andreas, Schilling, Bastian, Schrüfer, Philipp
Published in European journal of cancer (1990) (01.05.2019)
Published in European journal of cancer (1990) (01.05.2019)
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Journal Article
Superior skin cancer classification by the combination of human and artificial intelligence
Hekler, Achim, 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, von Kalle, Christof, Fröhling, Stefan, 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, Schäkel, Knut, Winkler, Julia, Wölbing, 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, Kaeding, Merit, Kosova, Katharina, 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, Bär, 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., 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, Gesierich, Anja, Giner, Tina, Glutsch, Valerie, Kerstan, Andreas, Presser, Dagmar, Schrüfer, Philipp, Schummer, Patrick, Stolze, Ina, Weber, Judith, Drexler, Konstantin, Haferkamp, Sebastian, Mickler, Marion, Stauner, Camila Toledo, Thiem, Alexander
Published in European journal of cancer (1990) (01.10.2019)
Published in European journal of cancer (1990) (01.10.2019)
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Journal Article
BAP1 inactivated melanocytic tumor: a case report
Sahin, Ugur, Barghorn, André, Kilian, Katharina
Published in Journal der Deutschen Dermatologischen Gesellschaft (01.10.2023)
Published in Journal der Deutschen Dermatologischen Gesellschaft (01.10.2023)
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Journal Article
A convolutional neural network trained with dermoscopic images performed on par with 145 dermatologists in a clinical melanoma image classification task
Brinker, Titus J., Hekler, Achim, Enk, Alexander H., Klode, Joachim, Hauschild, Axel, Berking, Carola, Schilling, Bastian, Haferkamp, Sebastian, Schadendorf, Dirk, Fröhling, Stefan, von Kalle, Christof, Sirokay, Judith, Albrecht, Magarete, Chorti, Eleftheria, Dith, Anna, Drusio, Christina, Giese, Nina, Griewank, Klaus, Hallasch, Sandra, Hanhart, Zdenka, Herz, Saskia, Hohaus, Katja, Jansen, Philipp, Jockenhöfer, Finja, Kanaki, Theodora, Leonhard, Katja, Matei, Liliana, Olischewski, Alexandra, Placke, Jan-Malte, Raub, Simon, Salva, Katrin, Sody, Elsa, Steingrube, Nadine, Ugurel, Selma, Sondermann, Wiebke, Zaremba, Anne, Gebhardt, Christoffer, Booken, Nina, Enk, Alexander, Gholam, Patrick, Hänßle, Holger, Salzmann, Martin, Schäfer, Sarah, Schäkel, Knut, Deffaa, Sophia, Drerup, Katharina, Erkens, Anna-Sophie, Ewald, Benjamin, Falkvoll, Sandra, Gerdes, Sascha, Hauschild, Axel, Kosova, Katja, Metzner, Malte, Morrison, Kirsten, Motamedi, Rogina, Pinczker, Anja, Rosenthal, Anne, Scheller, Natalie, Stölzl, Dora, Thielking, Federieke, Tomaschewski, Elena, Weichenthal, Michael, Bär, Claudia Maria, Karoglan, Ante, Faulhaber, Jörg, Guo, Ze, Koch, Philipp, Linke, Miriam, Müller, Verena, Utikal, Jochen Sven, Alamri, Ali Saeed M., Betke, Matthias, Haas, Carolin, Hartmann, Daniela, Heppt, Markus V., Kilian, Katharina, Krammer, Sebastian, Lapczynski, Natalie Lidia, Mastnik, Sebastian, Nasifoglu, Suzan, Ruini, Cristel, Sattler, Elke, Schlaak, Max, Wolff, Hans, Achatz, Birgit, Drexler, Konstantin, Haferkamp, Sebastian, Halupczok, Anna, Hegemann, Marie, Dinauer, Verena, Maagk, Maria, Mickler, Marion, Philipp, Biance, Wilm, Anna, Wittmann, Constanze, Gesierich, Anja, Glutsch, Valerie, Kahlert, Katrin, Kerstan, Andreas, Schilling, Bastian
Published in European journal of cancer (1990) (01.04.2019)
Published in European journal of cancer (1990) (01.04.2019)
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Journal Article
Systematic outperformance of 112 dermatologists in multiclass skin cancer image classification by convolutional neural networks
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, von Kalle, Christof, Fröhling, Stefan, Gaiser, Maria R., Hartmann, Daniela, Gesierich, Anja, Kähler, Katharina C., Wehkamp, Ulrike, Karoglan, Ante, Bär, Claudia, Brinker, Titus J., Peitsch, Wiebke K., Hoffmann, Friederike, Becker, Jürgen C., Drusio, Christina, Jansen, Philipp, Klode, Joachim, Lodde, Georg, Sammet, Stefanie, Schadendorf, Dirk, Sondermann, Wiebke, Ugurel, Selma, Enk, Alexander, Salzmann, Martin, Schäfer, Sarah, Schäkel, Knut, Winkler, Julia, Wölbing, Priscilla, Asper, Hiba, Brown, Victoria, Burba, Bianca, Deffaa, Sophia, Dietrich, Cecilia, Dietrich, Matthias, Egberts, Friederike, Harde, Viola, Jost, Marion, Kaeding, Merit, Kosova, Katharina, Lischner, Stephan, Messinger, Anna Laetitia, Metzner, Malte, Motamedi, Rogina, Rosenthal, Ann-Christine, Seidl, Ulrich, Stemmermann, Jana, Torz, Kaspar, Velez, Juliana Giraldo, Haiduk, Jennifer, Alter, Mareike, Bär, Claudia, Bergenthal, Paul, Gerlach, Anne, Holtorf, Christian, Karoglan, Ante, Kindermann, Sophie, Kraas, Luise, Felcht, Moritz, Gaiser, Maria R., 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, Sattler, Elke, Senner, Sonja, Wallmichrath, Jens, Wolff, Hans, Giner, Tina, Glutsch, Valerie, Kerstan, Andreas, Presser, Dagmar, Schrüfer, Philipp, Schummer, Patrick, Stolze, Ina, Weber, Judith, Drexler, Konstantin, Haferkamp, Sebastian, Mickler, Marion, Stauner, Camila Toledo
Published in European journal of cancer (1990) (01.09.2019)
Published in European journal of cancer (1990) (01.09.2019)
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Rosacea - S1 Guideline
Reinholz, Markus, Tietze, Julia K., Kilian, Katharina, Schaller, Martin, Schöfer, Helmut, Lehmann, Percy, Zierhut, Manfred, Klövekorn, Winfried, Ruzicka, Thomas, Schauber, Jürgen
Published in Journal der Deutschen Dermatologischen Gesellschaft (01.08.2013)
Published in Journal der Deutschen Dermatologischen Gesellschaft (01.08.2013)
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Cutaneous side effects of combined therapy with sorafenib and pegylated interferon alpha-2b in metastatic melanoma (phase II DeCOG trial)
Degen, Annette, Weichenthal, Michael, Ugurel, Selma, Trefzer, Uwe, Kilian, Katharina, Garbe, Claus, Egberts, Friederike, Poppe, Lìdia Marilia, Hauschild, Axel, Gutzmer, Ralf
Published in Journal der Deutschen Dermatologischen Gesellschaft (01.09.2013)
Published in Journal der Deutschen Dermatologischen Gesellschaft (01.09.2013)
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Kutane Nebenwirkungen der Kombinationstherapie mit Sorafenib und pegyliertem Interferon alfa-2b bei metastasiertem Melanom (ADO SoraPeg-Studie)
Degen, Annette, Weichenthal, Michael, Ugurel, Selma, Trefzer, Uwe, Kilian, Katharina, Garbe, Claus, Egberts, Friederike, Poppe, Lìdia Marilia, Hauschild, Axel, Gutzmer, Ralf
Published in Journal der Deutschen Dermatologischen Gesellschaft (01.09.2013)
Published in Journal der Deutschen Dermatologischen Gesellschaft (01.09.2013)
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Rosazea - S1-Leitlinie
Reinholz, Markus, Tietze, Julia K., Kilian, Katharina, Schaller, Martin, Schöfer, Helmut, Lehmann, Percy, Zierhut, Manfred, Klövekorn, Winfried, Ruzicka, Thomas, Schauber, Jürgen
Published in Journal der Deutschen Dermatologischen Gesellschaft (01.08.2013)
Published in Journal der Deutschen Dermatologischen Gesellschaft (01.08.2013)
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Navigating the Challenges of Commodity Traps and Platform Economies: An Assessment in the Context of the Northern Black Forest Region and Future Directions
Koelmel, Bernhard, Fischer, Leon, Juraschek, Emilia, Peuker, Levi, Stemmler, Noah, Vielsack, Anton, Bulander, Rebecca, Hinderer, Henning, Kilian-Yasin, Katharina, Brugger, Tanja, Kühn, Ansgar, Brysch, Tanja
Published in Commodities (Basel) (27.07.2024)
Published in Commodities (Basel) (27.07.2024)
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BAP1-inaktivierter melanozytärer Tumor: ein Fallbericht: BAP1 inactivated melanocytic tumor: a case report
Sahin, Ugur, Barghorn, André, Kilian, Katharina
Published in Journal der Deutschen Dermatologischen Gesellschaft = Journal of the German Society of Dermatology : JDDG (01.10.2023)
Published in Journal der Deutschen Dermatologischen Gesellschaft = Journal of the German Society of Dermatology : JDDG (01.10.2023)
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Social Acceptance of Alternative Mobility Systems in Tunis
Kilian-Yasin, Katharina, Wöhr, Melanie, Tangour, Cyrine, Fournier, Guy
Published in Transportation research procedia (Online) (01.01.2016)
Published in Transportation research procedia (Online) (01.01.2016)
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