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Hoehn, Julia and Hekler, Achim and Krieghoff-Henning, Eva and Kather, Jakob Nikolas and Utikal, Jochen Sven and Meier, Friedegund and Gellrich, Frank Friedrich and Hauschild, Axel and French, Lars and Schlager, Justin Gabriel and Ghoreschi, Kamran and Wilhelm, Tabea and Kutzner, Heinz and Heppt, Markus and Haferkamp, Sebastian and Sondermann, Wiebke and Schadendorf, Dirk and Schilling, Bastian and Maron, Roman C. and Schmitt, Max and Jutzi, Tanja and Froehling, Stefan and 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. ISSN 1438-8871

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Maron, Roman C. and Utikal, Jochen S. and Hekler, Achim and Hauschild, Axel and Sattler, Elke and Sondermann, Wiebke and Haferkamp, Sebastian and Schilling, Bastian and Heppt, Markus and Jansen, Philipp and Reinholz, Markus and Franklin, Cindy and Schmitt, Laurenz and Hartmann, Daniela and Krieghoff-Henning, Eva and Schmitt, Max and Weichenthal, Michael and von Kalle, Christof and Frohling, Stefan and 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. ISSN 1438-8871

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Schmitt, Max and Maron, Roman Christoph and Hekler, Achim and Stenzinger, Albrecht and Hauschild, Axel and Weichenthal, Michael and Tiemann, Markus and Krahl, Dieter and Kutzner, Heinz and Utikal, Jochen Sven and Haferkamp, Sebastian and Kather, Jakob Nikolas and Klauschen, Frederick and Krieghoff-Henning, Eva and Froehling, Stefan and 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. ISSN 1438-8871,