Entries of Utikal, Jochen Sven on the publication server

Schmitt, Max, Maron, Roman Christoph, Hekler, Achim, Stenzinger, Albrecht, Hauschild, Axel, Weichenthal, Michael , Tiemann, Markus , Krahl, Dieter, Kutzner, Heinz , Utikal, Jochen Sven , Haferkamp, Sebastian , Kather, Jakob Nikolas , Klauschen, Frederick, Krieghoff-Henning, Eva, Fröhling, Stefan, von Kalle, Christof and Brinker, Titus Josef (2021) Hidden Variables in Deep Learning Digital Pathology and Their Potential to Cause Batch Effects: Prediction Model Study. Journal of Medical Internet Research 23 (2), e23436. Fulltext not available.

Höhn, Julia, Hekler, Achim, Krieghoff-Henning, Eva , Kather, Jakob Nikolas , Utikal, Jochen Sven , Meier, Friedegund , Gellrich, Frank Friedrich , Hauschild, Axel, French, Lars , Schlager, Justin Gabriel, Ghoreschi, Kamran , Wilhelm, Tabea, Kutzner, Heinz, Heppt, Markus, Haferkamp, Sebastian , Sondermann, Wiebke, Schadendorf, Dirk, Schilling, Bastian, Maron, Roman C, Schmitt, Max, Jutzi, Tanja, Fröhling, Stefan, Lipka, Daniel B and Brinker, Titus Josef (2021) Integrating Patient Data Into Skin Cancer Classification Using Convolutional Neural Networks: Systematic Review. Journal of Medical Internet Research 23 (7), e20708. Fulltext not available.

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 and 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, pp. 148-154. Fulltext not available.

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 and 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, pp. 47-54. Fulltext not available.

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, von Kalle, Christof and Brinker, Titus J. (2019) Prediction of melanoma evolution in melanocytic nevi via artificial intelligence: A call for prospective data. European Journal of Cancer 119, pp. 30-34. Fulltext not available.