Anzahl der Einträge: 5.
2021
Schmitt, Max,
Maron, Roman Christoph,
Hekler, Achim,
Stenzinger, Albrecht,
Hauschild, Axel,
Weichenthal, Michael ![ORCID 0000-0002-9060-4961](/images/orcid_16x16.gif)
,
Tiemann, Markus ![ORCID 0000-0003-4060-8355](/images/orcid_16x16.gif)
,
Krahl, Dieter,
Kutzner, Heinz ![ORCID 0000-0001-6248-3050](/images/orcid_16x16.gif)
,
Utikal, Jochen Sven ![ORCID 0000-0001-5316-0241](/images/orcid_16x16.gif)
,
Haferkamp, Sebastian ![ORCID 0000-0002-3894-8345](/images/orcid_16x16.gif)
,
Kather, Jakob Nikolas ![ORCID 0000-0002-3730-5348](/images/orcid_16x16.gif)
,
Klauschen, Frederick,
Krieghoff-Henning, Eva,
Fröhling, Stefan,
von Kalle, Christof ![ORCID 0000-0001-9221-3297](/images/orcid_16x16.gif)
und
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.
Volltext nicht vorhanden.
Höhn, Julia,
Hekler, Achim,
Krieghoff-Henning, Eva ![ORCID 0000-0001-8381-3100](/images/orcid_16x16.gif)
,
Kather, Jakob Nikolas ![ORCID 0000-0002-3730-5348](/images/orcid_16x16.gif)
,
Utikal, Jochen Sven ![ORCID 0000-0001-5316-0241](/images/orcid_16x16.gif)
,
Meier, Friedegund ![ORCID 0000-0003-4340-9706](/images/orcid_16x16.gif)
,
Gellrich, Frank Friedrich ![ORCID 0000-0002-2164-4644](/images/orcid_16x16.gif)
,
Hauschild, Axel,
French, Lars ![ORCID 0000-0002-4629-1486](/images/orcid_16x16.gif)
,
Schlager, Justin Gabriel,
Ghoreschi, Kamran ![ORCID 0000-0002-5526-7517](/images/orcid_16x16.gif)
,
Wilhelm, Tabea,
Kutzner, Heinz,
Heppt, Markus,
Haferkamp, Sebastian ![ORCID 0000-0002-3894-8345](/images/orcid_16x16.gif)
,
Sondermann, Wiebke,
Schadendorf, Dirk,
Schilling, Bastian,
Maron, Roman C,
Schmitt, Max,
Jutzi, Tanja,
Fröhling, Stefan,
Lipka, Daniel B und
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.
Volltext nicht vorhanden.
2019
Brinker, Titus J. ![ORCID 0000-0002-3620-5919](/images/orcid_16x16.gif)
,
Hekler, Achim,
Enk, Alexander H.,
Klode, Joachim,
Hauschild, Axel,
Berking, Carola,
Schilling, Bastian ![ORCID 0000-0001-8859-4103](/images/orcid_16x16.gif)
,
Haferkamp, Sebastian,
Schadendorf, Dirk ![ORCID 0000-0003-3524-7858](/images/orcid_16x16.gif)
,
Fröhling, Stefan,
Utikal, Jochen S. ![ORCID 0000-0001-5316-0241](/images/orcid_16x16.gif)
,
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 ![ORCID 0000-0001-5316-0241](/images/orcid_16x16.gif)
,
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 ![ORCID 0000-0001-8859-4103](/images/orcid_16x16.gif)
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. ![ORCID 0000-0002-3620-5919](/images/orcid_16x16.gif)
,
Hekler, Achim,
Enk, Alexander H.,
Klode, Joachim,
Hauschild, Axel,
Berking, Carola,
Schilling, Bastian ![ORCID 0000-0001-8859-4103](/images/orcid_16x16.gif)
,
Haferkamp, Sebastian,
Schadendorf, Dirk ![ORCID 0000-0003-3524-7858](/images/orcid_16x16.gif)
,
Holland-Letz, Tim,
Utikal, Jochen S. ![ORCID 0000-0001-5316-0241](/images/orcid_16x16.gif)
,
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.
Sondermann, Wiebke,
Utikal, Jochen Sven,
Enk, Alexander H.,
Schadendorf, Dirk ![ORCID 0000-0003-3524-7858](/images/orcid_16x16.gif)
,
Klode, Joachim,
Hauschild, Axel,
Weichenthal, Michael,
French, Lars E.,
Berking, Carola,
Schilling, Bastian ![ORCID 0000-0001-8859-4103](/images/orcid_16x16.gif)
,
Haferkamp, Sebastian,
Fröhling, Stefan,
von Kalle, Christof und
Brinker, Titus J.
(2019)
Prediction of melanoma evolution in melanocytic nevi via artificial intelligence: A call for prospective data.
European Journal of Cancer 119, S. 30-34.
Volltext nicht vorhanden.
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