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Anzahl der Publikationen: 27
Zeitschriftenartikel
Koch, Elias A. T.; Petzold, Anne; Wessely, Anja; Dippel, Edgar; Gesierich, Anja; Gutzmer, Ralf; Hassel, Jessica C.; Haferkamp, Sebastian; Kähler, Katharina C.; Knorr, Harald; Kreuzberg, Nicole; Leiter, Ulrike; Loquai, Carmen; Meier, Friedegund; Meissner, Markus; Mohr, Peter; Pfoehler, Claudia; Rahimi, Farnaz; Schadendorf, Dirk; Schell, Beatrice; Schlaak, Max; Terheyden, Patrick; Thoms, Kai-Martin; Schuler-Thurner, Beatrice; Ugurel, Selma; Ulrich, Jens; Utikal, Jochen; Weichenthal, Michael; Ziller, Fabian; Berking, Carola und Heppt, Markus V.
(2022):
Immune Checkpoint Blockade for Metastatic Uveal Melanoma: Re-Induction following Resistance or Toxicity.
In: Cancers, Bd. 14, Nr. 3, 518
Schumann, Katharina; Mauch, Cornelia; Klespe, Kai-Christian; Loquai, Carmen; Nikfarjam, Ulrike; Schlaak, Max; Akcetin, Larissa; Koelblinger, Peter; Hoellwerth, Magdalena; Meissner, Markus; Mengi, Guelcin; Braun, Andreas Dominik; Mengoni, Miriam; Dummer, Reinhard; Mangana, Joanna; Sindrilaru, Mihaela-Anca; Radmann, Dan; Hafner, Christine; Freund, Johann; Rappersberger, Klemens; Weihsengruber, Felix; Meiss, Frank; Reinhardt, Lydia; Meier, Friedegund; Rainer, Barbara; Richtig, Erika; Ressler, Julia Maria; Hoeller, Christoph; Eigentler, Thomas; Amaral, Teresa; Peitsch, Wiebke K.; Hillen, Uwe; Harth, Wolfgang; Ziller, Fabian; Schatton, Kerstin; Gambichler, Thilo; Susok, Laura; Maul, Lara Valeska; Laubli, Heinz; Debus, Dirk; Weishaupt, Carsten; Boerger, Sevil; Sievers, Katharina; Haferkamp, Sebastian; Zenderowski, Veronika; Nguyen, Van Anh; Wanner, Marina; Gutzmer, Ralf; Terheyden, Patrick; Kaehler, Katharina; Emmert, Steffen; Thiem, Alexander; Sachse, Michael; Gercken-Riedel, Silke; Kaune, Kjell Matthias; Thoms, Kai-Martin; Heinzerling, Lucie; Heppt, Markus Vincent; Tratzmiller, Sabine; Hoetzenecker, Wolfram; Oellinger, Angela; Steiner, Andreas; Peinhaupt, Tobias; Podda, Maurizio; Schmid, Sabine; Wollina, Uwe; Biedermann, Tilo und Posch, Christian
(2022):
Real-world outcomes using PD-1 antibodies and BRAF plus MEK inhibitors for adjuvant melanoma treatment from 39 skin cancer centers in Germany, Austria and Switzerland.
In: Journal of the European Academy of Dermatology and Venereology, Bd. 37, Nr. 5: S. 894-906
Thiem, Alexander; Mashhadiakbar, Pegah; Cussigh, Christiane; Hassel, Jessica C.; Grimmelmann, Imke; Gutzmer, Ralf; Schlaak, Max; Heppt, Markus V.; Duecker, Pia; Huening, Svea; Schulmeyer, Lena; Schilling, Bastian; Haferkamp, Sebastian; Ziemer, Mirjana; Moritz, Rose K. C.; Hagelstein, Victoria; Terheyden, Patrick; Posch, Christian; Gaiser, Maria R.; Kropp, Peter; Emmert, Steffen; Mueller, Britta und Tietze, Julia K.
(2022):
Immune checkpoint inhibition and targeted therapy for melanoma: A patient-oriented cross-sectional comparative multicentre study.
In: Journal of the European Academy of Dermatology and Venereology, Bd. 37, Nr. 5: S. 884-893
Maron, Roman C.; Hekler, Achim; Haggenmueller, Sarah; Kalle, Christof von; Utikal, Jochen S.; Mueller, 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, Soren; Berking, Carola; Heppt, Markus V.; Erdmann, Michael; Haferkamp, Sebastian; Schadendorf, Dirk; Sondermann, Wiebke; Goebeler, Matthias; Schilling, Bastian; Kather, Jakob N.; Froehling, Stefan; Lipka, Daniel B.; Krieghoff-Henning, Eva und Brinker, Titus J.
(2022):
Model soups improve performance of dermoscopic skin cancer classifiers.
In: European Journal of Cancer, Bd. 173: S. 307-316
Hauser, Katja; Kurz, Alexander; Haggenmueller, Sarah; Maron, Roman C.; Kalle, Christof von; 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.; Froehling, Stefan; Lipka, Daniel B.; Hekler, Achim; Krieghoff-Henning, Eva und Brinker, Titus J.
(2022):
Explainable artificial intelligence in skin cancer recognition: A systematic review.
In: European Journal of Cancer, Bd. 167: S. 54-69
Franklin, Cindy 
ORCID: https://orcid.org/0000-0001-9142-5423; Mohr, Peter; Bluhm, Leonie; Grimmelmann, Imke; Gutzmer, Ralf; Meier, Friedegund; Garzarolli, Marlene; Weichenthal, Michael ORCID: https://orcid.org/0000-0002-9060-4961; Pfoehler, Claudia; Herbst, Rudolf; Terheyden, Patrick ORCID: https://orcid.org/0000-0002-5894-1677; Utikal, Jochen; Ulrich, Jens; Debus, Dirk; Haferkamp, Sebastian; Kaatz, Martin; Forschner, Andrea ORCID: https://orcid.org/0000-0002-6185-4945; Leiter, Ulrike; Nashan, Dorothee; Kreuter, Alexander ORCID: https://orcid.org/0000-0003-2275-499X; Sachse, Michael; Welzel, Julia; Heinzerling, Lucie ORCID: https://orcid.org/0000-0001-5718-3643; Meiss, Frank; Weishaupt, Carsten; Gambichler, Thilo ORCID: https://orcid.org/0000-0001-7862-3695; Weyandt, Gerhard; Dippel, Edgar; Schatton, Kerstin; Celik, Eren; Trommer, Maike ORCID: https://orcid.org/0000-0003-2864-4273; Helfrich, Iris; Roesch, Alexander; Zimmer, Lisa; Livingstone, Elisabeth; Schadendorf, Dirk; Horn, Susanne und Ugurel, Selma ORCID: https://orcid.org/0000-0002-9384-6704
(2022):
Impact of radiotherapy and sequencing of systemic therapy on survival outcomes in melanoma patients with previously untreated brain metastasis: a multicenter DeCOG study on 450 patients from the prospective skin cancer registry ADOREG.
In: Journal for ImmunoTherapy of Cancer, Bd. 10, Nr. 6, e004509
ORCID: https://orcid.org/0000-0001-9142-5423; Mohr, Peter; Bluhm, Leonie; Grimmelmann, Imke; Gutzmer, Ralf; Meier, Friedegund; Garzarolli, Marlene; Weichenthal, Michael ORCID: https://orcid.org/0000-0002-9060-4961; Pfoehler, Claudia; Herbst, Rudolf; Terheyden, Patrick ORCID: https://orcid.org/0000-0002-5894-1677; Utikal, Jochen; Ulrich, Jens; Debus, Dirk; Haferkamp, Sebastian; Kaatz, Martin; Forschner, Andrea ORCID: https://orcid.org/0000-0002-6185-4945; Leiter, Ulrike; Nashan, Dorothee; Kreuter, Alexander ORCID: https://orcid.org/0000-0003-2275-499X; Sachse, Michael; Welzel, Julia; Heinzerling, Lucie ORCID: https://orcid.org/0000-0001-5718-3643; Meiss, Frank; Weishaupt, Carsten; Gambichler, Thilo ORCID: https://orcid.org/0000-0001-7862-3695; Weyandt, Gerhard; Dippel, Edgar; Schatton, Kerstin; Celik, Eren; Trommer, Maike ORCID: https://orcid.org/0000-0003-2864-4273; Helfrich, Iris; Roesch, Alexander; Zimmer, Lisa; Livingstone, Elisabeth; Schadendorf, Dirk; Horn, Susanne und Ugurel, Selma ORCID: https://orcid.org/0000-0002-9384-6704
(2022):
Impact of radiotherapy and sequencing of systemic therapy on survival outcomes in melanoma patients with previously untreated brain metastasis: a multicenter DeCOG study on 450 patients from the prospective skin cancer registry ADOREG.
In: Journal for ImmunoTherapy of Cancer, Bd. 10, Nr. 6, e004509
Spassova, Ivelina ORCID: https://orcid.org/0000-0003-4663-7966; Ugurel, Selma ORCID: https://orcid.org/0000-0002-9384-6704; Kubat, Linda; Zimmer, Lisa; Terheyden, Patrick ORCID: https://orcid.org/0000-0002-5894-1677; Mohr, Annalena; Björn Andtback, Hannah; Villabona, Lisa; Leiter, Ulrike; Eigentler, Thomas; Loquai, Carmen; Hassel, Jessica C.; Gambichler, Thilo; Haferkamp, Sebastian; Mohr, Peter; Pfoehler, Claudia; Heinzerling, Lucie ORCID: https://orcid.org/0000-0001-5718-3643; Gutzmer, Ralf; Utikal, Jochen S.; Horny, Kai; Schildhaus, Hans-Ulrich; Habermann, Daniel; Hoffmann, Daniel; Schadendorf, Dirk und Becker, Jürgen Christian ORCID: https://orcid.org/0000-0001-9183-653X
(2022):
Clinical and molecular characteristics associated with response to therapeutic PD-1/PD-L1 inhibition in advanced Merkel cell carcinoma.
In: Journal for ImmunoTherapy of Cancer, Bd. 10, Nr. 1, e003198
ORCID: https://orcid.org/0000-0003-4663-7966; Ugurel, Selma ORCID: https://orcid.org/0000-0002-9384-6704; Kubat, Linda; Zimmer, Lisa; Terheyden, Patrick ORCID: https://orcid.org/0000-0002-5894-1677; Mohr, Annalena; Björn Andtback, Hannah; Villabona, Lisa; Leiter, Ulrike; Eigentler, Thomas; Loquai, Carmen; Hassel, Jessica C.; Gambichler, Thilo; Haferkamp, Sebastian; Mohr, Peter; Pfoehler, Claudia; Heinzerling, Lucie ORCID: https://orcid.org/0000-0001-5718-3643; Gutzmer, Ralf; Utikal, Jochen S.; Horny, Kai; Schildhaus, Hans-Ulrich; Habermann, Daniel; Hoffmann, Daniel; Schadendorf, Dirk und Becker, Jürgen Christian ORCID: https://orcid.org/0000-0001-9183-653X
(2022):
Clinical and molecular characteristics associated with response to therapeutic PD-1/PD-L1 inhibition in advanced Merkel cell carcinoma.
In: Journal for ImmunoTherapy of Cancer, Bd. 10, Nr. 1, e003198
Zaremba, Anne; Philip, Manuel; Hassel, Jessica C.; Glutsch, Valerie; Fiocco, Zeno; Loquai, Carmen; Rafei-Shamsabadi, David; Gutzmer, Ralf; Utikal, Jochen; Haferkamp, Sebastian; Reinhardt, Lydia; Kaehler, Katharina C.; Weishaupt, Carsten; Moreira, Alvaro; Thoms, Kai-Martin; Wilhelm, Tabea; Pfoehler, Claudia; Roesch, Alexander; Ugurel, Selma; Zimmer, Lisa; Stadtler, Nadine; Sucker, Antje; Kiecker, Felix; Heinzerling, Lucie; Meier, Friedegund; Meiss, Frank; Schlaak, Max; Schilling, Bastian; Horn, Susanne; Schadendorf, Dirk und Livingstone, Elisabeth
(2021):
Clinical characteristics and therapy response in unresectable melanoma patients stage IIIB-IIID with in- transit and satellite metastases.
In: European Journal of Cancer, Bd. 152: S. 139-154
Maron, Roman C.; Schlager, Justin G.; Haggenmüller, Sarah; Kalle, Christof von; 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):
Original Research A benchmark for neural network robustness in skin cancer classification.
In: European Journal of Cancer, Bd. 155: S. 191-199
Koch, Elias A. T.; Petzold, Anne; Wessely, Anja; Dippel, Edgar; Gesierich, Anja; Gutzmer, Ralf; Hassel, Jessica C.; Haferkamp, Sebastian; Hohberger, Bettina; Kaehler, Katharina C.; Knorr, Harald; Kreuzberg, Nicole; Leiter, Ulrike; Loquai, Carmen; Meier, Friedegund; Meissner, Markus; Mohr, Peter; Pfoehler, Claudia; Rahimi, Farnaz; Schadendorf, Dirk; Schell, Beatrice; Schlaak, Max; Terheyden, Patrick; Thoms, Kai-Martin; Schuler-Thurner, Beatrice; Ugurel, Selma; Ulrich, Jens; Utikal, Jochen; Weichenthal, Michael; Ziller, Fabian; Berking, Carola und Heppt, Markus V.
(2021):
Immune Checkpoint Blockade for Metastatic Uveal Melanoma: Patterns of Response and Survival According to the Presence of Hepatic and Extrahepatic Metastasis.
In: Cancers, Bd. 13, Nr. 13, 3359
Hoehn, Julia; Krieghoff-Henning, Eva; Jutzi, Tanja B.; Kalle, Christof von; 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; Froehling, Stefan; Lipka, Daniel B.; Kather, Jakob N.; Krahl, Dieter; Ferrara, Gerardo; Haggenmueller, Sarah und Brinker, Titus J.
(2021):
Original Research Combining CNN-based histologic whole slide image analysis and patient data to improve skin cancer classification.
In: European Journal of Cancer, Bd. 149: S. 94-101
Hoehn, 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; Froehling, Stefan; Lipka, Daniel B. und Brinker, Titus Josef
(2021):
Integrating Patient Data Into Skin Cancer Classification Using Convolutional Neural Networks: Systematic Review.
In: Journal of Medical Internet Research, Bd. 23, Nr. 7, e20708
Haggenmueller, 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; V. Heppt, Markus; Hilke, Franz J.; Hobelsberger, Sarah; Krahl, Dieter; Kutzner, Heinz; Lallas, Aimilios; Liopyris, Konstantinos; Llamas-Velasco, Mar; Malvehy, Josep; Meier, Friedegund; Mueller, Cornelia S. L.; Navarini, Alexander A.; Navarrete-Dechent, Cristian; 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.; Kalle, Christof von; Lipka, Daniel B.; Froehling, Stefan; Hauschild, Axel; Kittler, Harald und Brinker, Titus J.
(2021):
Original Research Skin cancer classification via convolutional neural networks: systematic review of studies involving human experts.
In: European Journal of Cancer, Bd. 156: S. 202-216
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; Froehling, Stefan; Lipka, Daniel B. und Brinker, Titus J.
(Mai 2020):
Effects of Label Noise on Deep Learning-Based Skin Cancer Classification.
In: Frontiers in Medicine, Bd. 7, 177: S. 1-7
[PDF, 615kB]
Stoeckl, Sabine; Lindner, Georg; Li, Shushan; Schuster, Philipp; Haferkamp, Sebastian; Wagner, Ferdinand; Prodinger, Peter M.; Multhoff, Gabriele; Boxberg, Melanie; Hillmann, Axel; Bauer, Richard J. und Graessel, Susanne
(2020):
SOX9 Knockout Induces Polyploidy and Changes Sensitivity to Tumor Treatment Strategies in a Chondrosarcoma Cell Line.
In: International Journal of Molecular Sciences, Bd. 21, Nr. 20, 7627
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; Kalle, Christof von; Frohling, Stefan und Brinker, Titus J.
(2020):
Artificial Intelligence and Its Effect on Dermatologists' Accuracy in Dermoscopic Melanoma Image Classification: Web-Based Survey Study.
In: Journal of Medical Internet Research, Bd. 22, Nr. 9, e18091
Amaral, Teresa; Kiecker, Felix; Schaefer, Sarah; Stege, Henner; Kaehler, Katharina; Terheyden, Patrick; Gesierich, Anja; Gutzmer, Ralf; Haferkamp, Sebastian; Uttikal, Jochen; Berking, Carola; Rafei-Shamsabadi, David; Reinhardt, Lydia; Meier, Friedegund; Karoglan, Ante; Posch, Christian; Gambichler, Thilo; Pfoehler, Claudia; Thoms, Kai; Tietze, Julia; Debus, Dirk; Herbst, Rudolf; Emmert, Steffen; Loquai, Carmen; Hassel, Jessica C.; Meiss, Frank; Tueting, Thomas; Heinrich, Vanessa; Eigentler, Thomas; Garbe, Claus und Zimmer, Lisa
(2020):
Combined immunotherapy with nivolumab and ipilimumab with and without local therapy in patients with melanoma brain metastasis: a DeCOG* study in 380 patients.
In: Journal for Immunotherapy of Cancer, Bd. 8, Nr. 1, e000333
[PDF, 840kB]
Steeb, Theresa; Wessely, Anja; Alter, Mareike; Bayerl, Christiane; Bender, Armin; Bruning, Guido; Dabrowski, Evelyn; Debus, Dirk; Devereux, Nina; Dippel, Edgar; Drexler, Konstantin; Duecker, Pia; Dummer, Reinhard; Emmert, Steffen; Elsner, Peter; Enk, Alexander; Gebhardt, Christoffer; Gesierich, Anja; Goebeler, Matthias; Goerdt, Sergij; Goetze, Steven; Gutzmer, Ralf; Haferkamp, Sebastian; Hansel, Gesina; Hassel, Jessica C.; Heinzerling, Lucie; Kaehler, Katharina C.; Kaume, Kjell M.; Krapf, Wolfgang; Kreuzberg, Nicole; Lehmann, Percy; Livingstone, Elisabeth; Loeffler, Harald; Loquai, Carmen; Mauch, Cornelia; Mangana, Johanna; Meier, Friedegund; Meissner, Markus; Moritz, Rose K. C.; Maul, Lara Valeska; Müller, Verena; Mohr, Peter; Navarini, Alexander; Nguyen, Ahn van; Pfeiffer, Christiane; Pfoehler, Claudia; Posch, Christian; Richtig, Erika; Rompel, Rainer; Sachse, Michael M.; Sauder, Stefanie; Schadendorf, Dirk; Schatton, Kerstin; Schulze, Hans-Joachim; Schultz, Erwin; Schilling, Bastian; Schmuth, Matthias; Simon, Jan C.; Streit, Markus; Terheyden, Patrick; Thiem, Alexander; Tueting, Thomas; Welzel, Julia; Weyandt, Gerhard; Wesselmann, Ulrich; Wollina, Uwe; Ziemer, Mirjana; Zimmer, Lisa; Zutt, Markus; Berking, Carola; Schlaak, Max und Heppt, Markus
(2020):
Patterns of care and follow-up care of patients with uveal melanoma in German-speaking countries: a multinational survey of the German Dermatologic Cooperative Oncology Group (DeCOG).
In: Journal of Cancer Research and Clinical Oncology, Bd. 147, Nr. 6: S. 1763-1771
Brinker, Titus J.; Hekler, Achim; Enk, Alexander H.; Klode, Joachim; Hauschild, Axel; Berking, Carola; Schilling, Bastian; Haferkamp, Sebastian; Schadendorf, Dirk; Froehling, Stefan; Utikal, Jochen S.; Kalle, Christof von; 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; Jockenhoefer, 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; Haenssle, Holger; Salzmann, Martin; Schäfer, Sarah; Schaekel, 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; Stoelzl, Dora; Thielking, Federieke; Tomaschewski, Elena; Wehkamp, Ulrike; Weichenthal, Michael; Wiedow, Oliver; Baer, Claudia Maria; Bender-Saebelkampf, Sophia; Horbruegger, 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 Schruefer, Philipp
(2019):
A convolutional neural network trained with dermoscopic images performed on par with 145 dermatologists in a clinical melanoma image classification task.
In: European Journal of Cancer, Bd. 111: S. 148-154
Brinker, Titus J.; Hekler, Achim; Hauschild, Axel; Berking, Carola; Schilling, Bastian; Enk, Alexander H.; Haferkamp, Sebastian; Karoglan, Ante; Kalle, Christof von; 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.
In: European Journal of Cancer, Bd. 111: S. 30-37
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. und Kalle, Christof von
(2019):
Deep learning outperformed 136 of 157 dermatologists in a head-to-head dermoscopic melanoma image classification task.
In: European Journal of Cancer, Bd. 113: S. 47-54
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Systematic outperformance of 112 dermatologists in multiclass skin cancer image classification by convolutional neural networks.
In: European Journal of Cancer, Bd. 119: S. 57-65
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Prediction of melanoma evolution in melanocytic nevi via artificial intelligence: A call for prospective data.
In: European Journal of Cancer, Bd. 119: S. 30-34
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Deep neural networks are superior to dermatologists in melanoma image classification.
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Superior skin cancer classification by the combination of human and artificial intelligence.
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Prognostic factors and outcomes in metastatic uveal melanoma treated with programmed cell death-1 or combined PD-1/cytotoxic T-lymphocyte antigen-4 inhibition.
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RB1 is the crucial target of the Merkel cell polyomavirus Large T antigen in Merkel cell carcinoma cells.
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