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
Published 2019-01-01

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
Published 2019-04-01

The Value of Total Body Photography for the Early Detection of Melanoma: A Systematic Review

by Annkathrin Hornung, Theresa Steeb, Anja Wessely, Titus J. Brinker, Thomas Breakell, Michael Erdmann, Carola Berking, Markus V. Heppt
Published 2021-02-01

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
Published 2020-03-01

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
Published 2019-04-01

A Face-Aging Smoking Prevention/Cessation Intervention for Nursery School Students in Germany: An Appearance-Focused Interventional Study

by Titus J. Brinker, Jonas Alfitian, Werner Seeger, David A. Groneberg, Christof von Kalle, Alexander H. Enk, Felix J. F. Herth, Michael Kreuter, Claudia M. Bauer, Martina Gatzka, Janina L. Suhre
Published 2018-08-01

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
Published 2020-06-01

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
Published 2020-05-01