Mitigating the influence of domain shift in skin lesion classification: A benchmark study of unsupervised domain adaptation methods by Sireesha Chamarthi, Katharina Fogelberg, Titus J. Brinker, Julia Niebling

Get full text

Enhanced classifier training to improve precision of a convolutional neural network to identify images of skin lesions. by Titus J Brinker, Achim Hekler, Alexander H Enk, Christof von Kalle

Get full text

Robust and accurate quantification of biomarkers of immune cells in lung cancer micro-environment using deep convolutional neural networks by Lilija Aprupe, Geert Litjens, Titus J. Brinker, Jeroen van der Laak, Niels Grabe

Get full text

Salivary cortisol levels and anxiety in melanoma patients undergoing sentinel lymph node excision under local anesthesia versus general anesthesia: a prospective study by Philipp Jansen, Ingo Stoffels, Anne-Christine Müseler, Maximilian Petri, Titus J. Brinker, Manfred Schedlowski, Dirk Schadendorf, Harald Engler, Joachim Klode

Get full text

Evaluating deep learning-based melanoma classification using immunohistochemistry and routine histology: A three center study. by Christoph Wies, Lucas Schneider, Sarah Haggenmüller, Tabea-Clara Bucher, Sarah Hobelsberger, Markus V Heppt, Gerardo Ferrara, Eva I Krieghoff-Henning, Titus J Brinker

Get full text

Frequent Occurrence of <i>NRAS</i> and <i>BRAF</i> Mutations in Human Acral Naevi by Philipp Jansen, Ioana Cosgarea, Rajmohan Murali, Inga Möller, Antje Sucker, Cindy Franklin, Annette Paschen, Anne Zaremba, Titus J. Brinker, Ingo Stoffels, Dirk Schadendorf, Joachim Klode, Eva Hadaschik, Klaus G. Griewank

Get full text

Artificial Intelligence in Skin Cancer Diagnostics: The Patients' Perspective by Tanja B. Jutzi, Eva I. Krieghoff-Henning, Tim Holland-Letz, Jochen Sven Utikal, Jochen Sven Utikal, Axel Hauschild, Dirk Schadendorf, Wiebke Sondermann, Stefan Fröhling, Achim Hekler, Max Schmitt, Roman C. Maron, Titus J. Brinker

Get full text

Colorectal cancer risk stratification on histological slides based on survival curves predicted by deep learning by Julia Höhn, Eva Krieghoff-Henning, Christoph Wies, Lennard Kiehl, Martin J. Hetz, Tabea-Clara Bucher, Jitendra Jonnagaddala, Kurt Zatloukal, Heimo Müller, Markus Plass, Emilian Jungwirth, Timo Gaiser, Matthias Steeg, Tim Holland-Letz, Hermann Brenner, Michael Hoffmeister, Titus J. Brinker

Get full text

Deep learning can predict survival directly from histology in clear cell renal cell carcinoma. by Frederik Wessels, Max Schmitt, Eva Krieghoff-Henning, Jakob N Kather, Malin Nientiedt, Maximilian C Kriegmair, Thomas S Worst, Manuel Neuberger, Matthias Steeg, Zoran V Popovic, Timo Gaiser, Christof von Kalle, Jochen S Utikal, Stefan Fröhling, Maurice S Michel, Philipp Nuhn, Titus J Brinker

Get full text

Effects of Label Noise on Deep Learning-Based Skin Cancer Classification by Achim Hekler, Jakob N. Kather, Jakob N. Kather, Eva Krieghoff-Henning, Jochen S. Utikal, Jochen S. Utikal, Friedegund Meier, Friedegund Meier, Frank F. Gellrich, Frank F. Gellrich, Julius Upmeier zu Belzen, Lars French, Justin G. Schlager, Kamran Ghoreschi, Tabea Wilhelm, Heinz Kutzner, Carola Berking, Markus V. Heppt, Sebastian Haferkamp, Wiebke Sondermann, Dirk Schadendorf, Bastian Schilling, Benjamin Izar, Roman Maron, Max Schmitt, Stefan Fröhling, Stefan Fröhling, Daniel B. Lipka, Daniel B. Lipka, Daniel B. Lipka, Titus J. Brinker

Get full text

Dermatologist-like explainable AI enhances trust and confidence in diagnosing melanoma by Tirtha Chanda, Katja Hauser, Sarah Hobelsberger, Tabea-Clara Bucher, Carina Nogueira Garcia, Christoph Wies, Harald Kittler, Philipp Tschandl, Cristian Navarrete-Dechent, Sebastian Podlipnik, Emmanouil Chousakos, Iva Crnaric, Jovana Majstorovic, Linda Alhajwan, Tanya Foreman, Sandra Peternel, Sergei Sarap, İrem Özdemir, Raymond L. Barnhill, Mar Llamas-Velasco, Gabriela Poch, Sören Korsing, Wiebke Sondermann, Frank Friedrich Gellrich, Markus V. Heppt, Michael Erdmann, Sebastian Haferkamp, Konstantin Drexler, Matthias Goebeler, Bastian Schilling, Jochen S. Utikal, Kamran Ghoreschi, Stefan Fröhling, Eva Krieghoff-Henning, Reader Study Consortium, Titus J. Brinker

Get full text