Publikationen von Utikal, Jochen S.

Hauser, Katja , Kurz, Alexander, Haggenmüller, Sarah, Maron, Roman C., von Kalle, Christof , 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, Kutzner, Heinz, Berking, Carola, Heppt, Markus V., Erdmann, Michael, Haferkamp, Sebastian, Schadendorf, Dirk, Sondermann, Wiebke, Goebeler, Matthias, Schilling, Bastian, Kather, Jakob N. , Fröhling, Stefan, Lipka, Daniel B., Hekler, Achim, Krieghoff-Henning, Eva und Brinker, Titus J. (2022) Explainable artificial intelligence in skin cancer recognition: A systematic review. European Journal of Cancer 167, S. 54-69. Volltext nicht vorhanden.

Maron, Roman C., Hekler, Achim, Haggenmüller, Sarah, von Kalle, Christof, Utikal, Jochen S., Müller, Verena, Gaiser, Maria, 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, Schadendorf, Dirk, Sondermann, Wiebke, Goebeler, Matthias, Schilling, Bastian, Kather, Jakob N. , Fröhling, Stefan, Lipka, Daniel B., Krieghoff-Henning, Eva und Brinker, Titus J. (2022) Model soups improve performance of dermoscopic skin cancer classifiers. European Journal of Cancer 173, S. 307-316. Volltext nicht vorhanden.

Maron, Roman C., Schlager, Justin G., Haggenmüller, Sarah, von Kalle, Christof, 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) A benchmark for neural network robustness in skin cancer classification. European Journal of Cancer 155, S. 191-199. Volltext nicht vorhanden.

Höhn, Julia, Krieghoff-Henning, Eva , Jutzi, Tanja B., von Kalle, Christof , Utikal, Jochen S., Meier, Friedegund, Gellrich, Frank F. , Hobelsberger, Sarah, Hauschild, Axel, Schlager, Justin G., French, Lars, Heinzerling, Lucie, Schlaak, Max, Ghoreschi, Kamran , Hilke, Franz J. , Poch, Gabriela, Kutzner, Heinz, Heppt, Markus V., Haferkamp, Sebastian , Sondermann, Wiebke, Schadendorf, Dirk, Schilling, Bastian, Goebeler, Matthias, Hekler, Achim, Fröhling, Stefan, Lipka, Daniel B., Kather, Jakob N. , Krahl, Dieter, Ferrara, Gerardo, Haggenmüller, Sarah und Brinker, Titus J. (2021) Combining CNN-based histologic whole slide image analysis and patient data to improve skin cancer classification. European Journal of Cancer 149, S. 94-101. Volltext nicht vorhanden.

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 und Utikal, Jochen S. (2021) Deep learning approach to predict sentinel lymph node status directly from routine histology of primary melanoma tumours. European Journal of Cancer 154, S. 227-234. Volltext nicht vorhanden.

Maron, Roman C., Haggenmüller, Sarah, von Kalle, Christof , Utikal, Jochen S., Meier, Friedegund, Gellrich, Frank F. , Hauschild, Axel, French, Lars E. , Schlaak, Max, Ghoreschi, Kamran , Kutzner, Heinz, Heppt, Markus V., Haferkamp, Sebastian , Sondermann, Wiebke, Schadendorf, Dirk , Schilling, Bastian, Hekler, Achim, Krieghoff-Henning, Eva, Kather, Jakob N. , Fröhling, Stefan, Lipka, Daniel B. und Brinker, Titus J. (2021) Robustness of convolutional neural networks in recognition of pigmented skin lesions. European Journal of Cancer 145, S. 81-91. Volltext nicht vorhanden.

Haggenmüller, Sarah, Maron, Roman C., Hekler, Achim, Utikal, Jochen S., Barata, Catarina , Barnhill, Raymond L., Beltraminelli, Helmut, Berking, Carola, Betz-Stablein, Brigid , Blum, Andreas, Braun, Stephan A., Carr, Richard, Combalia, Marc, Fernandez-Figueras, Maria-Teresa, Ferrara, Gerardo, Fraitag, Sylvie, French, Lars E., Gellrich, Frank F., Ghoreschi, Kamran, Goebeler, Matthias, Guitera, Pascale, Haenssle, Holger A., Haferkamp, Sebastian , Heinzerling, Lucie, Heppt, Markus V., Hilke, Franz J., Hobelsberger, Sarah, Krahl, Dieter, Kutzner, Heinz, Lallas, Aimilios, Liopyris, Konstantinos, Llamas-Velasco, Mar, Malvehy, Josep, Meier, Friedegund, Müller, Cornelia S.L., Navarini, Alexander A., Navarrete-Dechent, Cristián, Perasole, Antonio, Poch, Gabriela, Podlipnik, Sebastian, Requena, Luis, Rotemberg, Veronica M., Saggini, Andrea, Sangueza, Omar P., Santonja, Carlos, Schadendorf, Dirk, Schilling, Bastian, Schlaak, Max, Schlager, Justin G., Sergon, Mildred, Sondermann, Wiebke, Soyer, H. Peter, Starz, Hans, Stolz, Wilhelm, Vale, Esmeralda, Weyers, Wolfgang, Zink, Alexander , Krieghoff-Henning, Eva, Kather, Jakob N., von Kalle, Christof, Lipka, Daniel B., Fröhling, Stefan, Hauschild, Axel, Kittler, Harald und Brinker, Titus J. (2021) Skin cancer classification via convolutional neural networks: systematic review of studies involving human experts. European Journal of Cancer 156, S. 202-216. Volltext nicht vorhanden.

Maron, Roman C., Utikal, Jochen S. , Hekler, Achim, Hauschild, Axel, Sattler, Elke, Sondermann, Wiebke, Haferkamp, Sebastian, Schilling, Bastian , Heppt, Markus V., Jansen, Philipp, Reinholz, Markus, Franklin, Cindy, Schmitt, Laurenz, Hartmann, Daniela, Krieghoff-Henning, Eva, Schmitt, Max, Weichenthal, Michael, von Kalle, Christof, Fröhling, Stefan und Brinker, Titus J. (2020) Artificial Intelligence and Its Effect on Dermatologists’ Accuracy in Dermoscopic Melanoma Image Classification: Web-Based Survey Study. Journal of Medical Internet Research 22 (9), e18091. Volltext nicht vorhanden.

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. und Brinker, Titus J. (2020) Effects of Label Noise on Deep Learning-Based Skin Cancer Classification. Frontiers in Medicine 7. Volltext nicht vorhanden.

Haferkamp, Sebastian, Alter, Mareike, Debus, Dirk, Schilling, Bastian, Pinter, Andreas, Terheyden, Patrick, Utikal, Jochen S., Sachse, Michael M., Haalck, Thomas und Wolf, Ingrid H. (2020) Patients with BRAF-Mutant Advanced/Metastatic Melanoma: Original Research on the Treatment Reality in Germany and Austria in the Era of Choice. Advances in Therapy 37 (8), S. 3619-3629. Volltext nicht vorhanden.

Brinker, Titus J. , Hekler, Achim, Enk, Alexander H., Klode, Joachim, Hauschild, Axel, Berking, Carola, Schilling, Bastian , Haferkamp, Sebastian, Schadendorf, Dirk , Fröhling, Stefan, Utikal, Jochen S. , von Kalle, Christof, Ludwig-Peitsch, Wiebke, Sirokay, Judith, Heinzerling, Lucie, Albrecht, Magarete, Baratella, Katharina, Bischof, Lena, Chorti, Eleftheria, Dith, Anna, Drusio, Christina, Giese, Nina, Gratsias, Emmanouil, Griewank, Klaus, Hallasch, Sandra, Hanhart, Zdenka, Herz, Saskia, Hohaus, Katja, Jansen, Philipp, Jockenhöfer, Finja, Kanaki, Theodora, Knispel, Sarah, Leonhard, Katja, Martaki, Anna, Matei, Liliana, Matull, Johanna, Olischewski, Alexandra, Petri, Maximilian, Placke, Jan-Malte, Raub, Simon, Salva, Katrin, Schlott, Swantje, Sody, Elsa, Steingrube, Nadine, Stoffels, Ingo, Ugurel, Selma, Sondermann, Wiebke, Zaremba, Anne, Gebhardt, Christoffer, Booken, Nina, Christolouka, Maria, Buder-Bakhaya, Kristina, Bokor-Billmann, Therezia, Enk, Alexander, Gholam, Patrick, Hänßle, Holger, Salzmann, Martin, Schäfer, Sarah, Schäkel, Knut, Schank, Timo, Bohne, Ann-Sophie, Deffaa, Sophia, Drerup, Katharina, Egberts, Friederike, Erkens, Anna-Sophie, Ewald, Benjamin, Falkvoll, Sandra, Gerdes, Sascha, Harde, Viola, Hauschild, Axel, Jost, Marion, Kosova, Katja, Messinger, Laetitia, Metzner, Malte, Morrison, Kirsten, Motamedi, Rogina, Pinczker, Anja, Rosenthal, Anne, Scheller, Natalie, Schwarz, Thomas, Stölzl, Dora, Thielking, Federieke, Tomaschewski, Elena, Wehkamp, Ulrike, Weichenthal, Michael, Wiedow, Oliver, Bär, Claudia Maria, Bender-Säbelkampf, Sophia, Horbrügger, Marc, Karoglan, Ante, Kraas, Luise, Faulhaber, Jörg, Geraud, Cyrill, Guo, Ze, 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, Heppt, Markus V., Kilian, Katharina, Krammer, Sebastian, Lapczynski, Natalie Lidia, Mastnik, Sebastian, Nasifoglu, Suzan, Ruini, Cristel, Sattler, Elke, Schlaak, Max, Wolff, Hans, Achatz, Birgit, Bergbreiter, Astrid, Drexler, Konstantin, Ettinger, Monika, 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 und Schrüfer, Philipp (2019) A convolutional neural network trained with dermoscopic images performed on par with 145 dermatologists in a clinical melanoma image classification task. European Journal of Cancer 111, S. 148-154. Volltext nicht vorhanden.

Brinker, Titus J., Hekler, Achim, Hauschild, Axel, Berking, Carola, Schilling, Bastian , Enk, Alexander H., Haferkamp, Sebastian, Karoglan, Ante, von Kalle, Christof, Weichenthal, Michael, Sattler, Elke, Schadendorf, Dirk, Gaiser, Maria R., Klode, Joachim und Utikal, Jochen S. (2019) Comparing artificial intelligence algorithms to 157 German dermatologists: the melanoma classification benchmark. European Journal of Cancer 111, S. 30-37. Volltext nicht vorhanden.

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. , von Kalle, Christof, Ludwig-Peitsch, Wiebke, Sirokay, Judith, Heinzerling, Lucie, Albrecht, Magarete, Baratella, Katharina, Bischof, Lena, Chorti, Eleftheria, Dith, Anna, Drusio, Christina, Giese, Nina, Gratsias, Emmanouil, Griewank, Klaus, Hallasch, Sandra, Hanhart, Zdenka, Herz, Saskia, Hohaus, Katja, Jansen, Philipp, Jockenhöfer, Finja, Kanaki, Theodora, Knispel, Sarah, Leonhard, Katja, Martaki, Anna, Matei, Liliana, Matull, Johanna, Olischewski, Alexandra, Petri, Maximilian, Placke, Jan-Malte, Raub, Simon, Salva, Katrin, Schlott, Swantje, Sody, Elsa, Steingrube, Nadine, Stoffels, Ingo, Ugurel, Selma, Zaremba, Anne, Gebhardt, Christoffer, Booken, Nina, Christolouka, Maria, Buder-Bakhaya, Kristina, Bokor-Billmann, Therezia, Enk, Alexander, Gholam, Patrick, Hänßle, Holger, Salzmann, Martin, Schäfer, Sarah, Schäkel, Knut, Schank, Timo, Bohne, Ann-Sophie, Deffaa, Sophia, Drerup, Katharina, Egberts, Friederike, Erkens, Anna-Sophie, Ewald, Benjamin, Falkvoll, Sandra, Gerdes, Sascha, Harde, Viola, Hauschild, Axel, Jost, Marion, Kosova, Katja, Messinger, Laetitia, Metzner, Malte, Morrison, Kirsten, Motamedi, Rogina, Pinczker, Anja, Rosenthal, Anne, Scheller, Natalie, Schwarz, Thomas, Stölzl, Dora, Thielking, Federieke, Tomaschewski, Elena, Wehkamp, Ulrike, Weichenthal, Michael, Wiedow, Oliver, Bär, Claudia Maria, Bender-Säbelkampf, Sophia, Horbrügger, Marc, Karoglan, Ante, Kraas, Luise, Faulhaber, Jörg, Geraud, Cyrill, Guo, Ze, 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, Heppt, Markus V., Kilian, Katharina, Krammer, Sebastian, Lapczynski, Natalie Lidia, Mastnik, Sebastian, Nasifoglu, Suzan, Ruini, Cristel, Sattler, Elke, Schlaak, Max, Wolff, Hans, Achatz, Birgit, Bergbreiter, Astrid, Drexler, Konstantin, Ettinger, Monika, 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 und Schrüfer, Philipp (2019) Deep learning outperformed 136 of 157 dermatologists in a head-to-head dermoscopic melanoma image classification task. European Journal of Cancer 113, S. 47-54. Volltext nicht vorhanden.

Brinker, Titus J., Hekler, Achim, Enk, Alexander H., Berking, Carola, Haferkamp, Sebastian, Hauschild, Axel, Weichenthal, Michael, Klode, Joachim, Schadendorf, Dirk , Holland-Letz, Tim, von Kalle, Christof, Fröhling, Stefan, Schilling, Bastian und Utikal, Jochen S. (2019) Deep neural networks are superior to dermatologists in melanoma image classification. European Journal of Cancer 119, S. 11-17. Volltext nicht vorhanden.

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, 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, Schäfer, Sarah, 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, 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, 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., 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, 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 und Thiem, Alexander (2019) Superior skin cancer classification by the combination of human and artificial intelligence. European Journal of Cancer 120, S. 114-121. Volltext nicht vorhanden.

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, von Kalle, Christof, Fröhling, Stefan, Gaiser, Maria R., Hartmann, Daniela, Gesierich, Anja, Kähler, Katharina C., Wehkamp, Ulrike, Karoglan, Ante, Bär, 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, 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, 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, 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., 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, Schrüfer, 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. European Journal of Cancer 119, S. 57-65. Volltext nicht vorhanden.