Deep learning outperformed 136 of 157 dermatologists in a head-to-head dermoscopic melanoma image classification task von 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

Volltext

Superior skin cancer classification by the combination of human and artificial intelligence von 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

Volltext

Navigating the Challenges of Commodity Traps and Platform Economies: An Assessment in the Context of the Northern Black Forest Region and Future Directions von 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

Volltext

BAP1 ‐inaktivierter melanozytärer Tumor: ein Fallbericht: BAP1 inactivated melanocytic tumor: a case report von Sahin, Ugur, Barghorn, André, Kilian, Katharina

Volltext

Systematic outperformance of 112 dermatologists in multiclass skin cancer image classification by convolutional neural networks von 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

Volltext

A convolutional neural network trained with dermoscopic images performed on par with 145 dermatologists in a clinical melanoma image classification task von 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

Volltext

BAP1 inactivated melanocytic tumor: a case report von Sahin, Ugur, Barghorn, André, Kilian, Katharina

Volltext

Dominant discourse, orientalism and the need for reflexive HRM: skilled Muslim migrants in the German context von Mahadevan, Jasmin, Kilian-Yasin, Katharina

Volltext

BAP1‐inaktivierter melanozytärer Tumor: ein Fallbericht: BAP1 inactivated melanocytic tumor: a case report von Sahin, Ugur, Barghorn, André, Kilian, Katharina

Volltext

Rosacea - S1 Guideline von Reinholz, Markus, Tietze, Julia K., Kilian, Katharina, Schaller, Martin, Schöfer, Helmut, Lehmann, Percy, Zierhut, Manfred, Klövekorn, Winfried, Ruzicka, Thomas, Schauber, Jürgen

Volltext

Cutaneous side effects of combined therapy with sorafenib and pegylated interferon alpha-2b in metastatic melanoma (phase II DeCOG trial) von Degen, Annette, Weichenthal, Michael, Ugurel, Selma, Trefzer, Uwe, Kilian, Katharina, Garbe, Claus, Egberts, Friederike, Poppe, Lìdia Marilia, Hauschild, Axel, Gutzmer, Ralf

Volltext

Kutane Nebenwirkungen der Kombinationstherapie mit Sorafenib und pegyliertem Interferon alfa-2b bei metastasiertem Melanom (ADO SoraPeg-Studie) von Degen, Annette, Weichenthal, Michael, Ugurel, Selma, Trefzer, Uwe, Kilian, Katharina, Garbe, Claus, Egberts, Friederike, Poppe, Lìdia Marilia, Hauschild, Axel, Gutzmer, Ralf

Volltext

Rosazea - S1-Leitlinie von Reinholz, Markus, Tietze, Julia K., Kilian, Katharina, Schaller, Martin, Schöfer, Helmut, Lehmann, Percy, Zierhut, Manfred, Klövekorn, Winfried, Ruzicka, Thomas, Schauber, Jürgen

Volltext

Expecting “the Arab world”: imaginative geographies as dominant diversity frames von Mahadevan, Jasmin, Kilian-Yasin, Katharina, Ilie, Iuliana Ancuţa, Müller, Franziska

Volltext

Social Acceptance of Alternative Mobility Systems in Tunis von Kilian-Yasin, Katharina, Wöhr, Melanie, Tangour, Cyrine, Fournier, Guy

Volltext

BAP1-inaktivierter melanozytärer Tumor: ein Fallbericht: BAP1 inactivated melanocytic tumor: a case report von Sahin, Ugur, Barghorn, André, Kilian, Katharina

Volltext

Corporate Social Responsibility in International Supply Chains von Kilian-Yasin, Katharina, Correa, Rafael

Volltext

Social Acceptance of Alternative Mobility Systems in Tunis von Kilian-Yasin, Katharina, Wöhr, Melanie, Tangour, Cyrine, Fournier, Guy

Volltext bestellen

Improving Access to Mental Health Care by Delivering Psychotherapeutic Care in the Workplace: A Cross-Sectional Exploratory Trial von Rothermund, Eva, Kilian, Reinhold, Rottler, Edit, Mayer, Dorothea, Hölzer, Michael, Rieger, Monika A, Gündel, Harald

Volltext

Individualized work arrangements and socio-economic factors in relation to motivation to continue working: a multilevel study of municipal influences von Chudzikowski, Katharina, Jansen, Paul, Wawoe, Kilian

Volltext