檢索結果 - Max Schmitt
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Artificial Intelligence in Skin Cancer Diagnostics: The Patients' Perspective 由 Tanja Jutzi, Eva Krieghoff‐Henning, Tim Holland‐Letz, Jochen Utikal, Axel Hauschild, Dirk Schadendorf, Wiebke Sondermann, Stefan Fröhling, Achim Hekler, Max Schmitt, Roman C. Maron, Titus J. Brinker
出版 2020Artigo -
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Deep learning can predict survival directly from histology in clear cell renal cell carcinoma 由 Frederik Wessels, Max Schmitt, Eva Krieghoff‐Henning, Jakob Nikolas Kather, Malin Nientiedt, Maximilian C. Kriegmair, Thomas Stefan Worst, Manuel Neuberger, Matthias Steeg, Zoran V. Popović, Timo Gaiser, Christof von Kalle, Jochen Utikal, Stefan Fröhling, Maurice Stephan Michel, Philipp Nuhn, Titus J. Brinker
出版 2022Artigo -
3
Artificial Intelligence and Its Effect on Dermatologists’ Accuracy in Dermoscopic Melanoma Image Classification: Web-Based Survey Study 由 Roman C. Maron, Jochen Utikal, Achim Hekler, Axel Hauschild, Elke Sattler, Wiebke Sondermann, Sebastian Haferkamp, Bastian Schilling, Markus V. Heppt, Philipp Jansen, Markus Reinholz, Cindy Franklin, Laurenz Schmitt, Daniela Hartmann, Eva Krieghoff‐Henning, Max Schmitt, Michael Weichenthal, Christof von Kalle, Stefan Fröhling, Titus J. Brinker
出版 2020Artigo -
4
Deep learning approach to predict sentinel lymph node status directly from routine histology of primary melanoma tumours 由 Titus J. Brinker, Lennard Kiehl, Max Schmitt, Tanja Jutzi, Eva Krieghoff‐Henning, Dieter Krahl, Heinz Kutzner, Patrick Gholam, Sebastian Haferkamp, Joachim Klode, Dirk Schadendorf, Achim Hekler, Stefan Fröhling, Jakob Nikolas Kather, Sarah Haggenmüller, Christof von Kalle, Markus V. Heppt, Franz J. Hilke, Kamran Ghoreschi, Markus Tiemann, Ulrike Wehkamp, Axel Hauschild, Michael Weichenthal, Jochen Utikal
出版 2021Artigo -
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Effects of Label Noise on Deep Learning-Based Skin Cancer Classification 由 Achim Hekler, Jakob Nikolas Kather, Eva Krieghoff‐Henning, Jochen Utikal, Friedegund Meier, Frank Friedrich Gellrich, Julius Upmeier zu Belzen, Lars E. French, Justin Gabriel Schlager, Kamran Ghoreschi, Tabea Wilhelm, Heinz Kutzner, Carola Berking, Markus V. Heppt, Sebastian Haferkamp, Wiebke Sondermann, Dirk Schadendorf, Bastian Schilling, Benjamin Izar, Roman C. Maron, Max Schmitt, Stefan Fröhling, Daniel B. Lipka, Titus J. Brinker
出版 2020Artigo -
6
Skin Cancer Classification Using Convolutional Neural Networks with Integrated Patient Data: A Systematic Review (Preprint) 由 Julia Höhn, Achim Hekler, Eva Krieghoff‐Henning, Jakob Nikolas Kather, Jochen Utikal, Friedegund Meier, Frank Friedrich Gellrich, Axel Hauschild, Lars E. French, Justin Gabriel Schlager, Kamran Ghoreschi, Tabea Wilhelm, Heinz Kutzner, Markus V. Heppt, Sebastian Haferkamp, Wiebke Sondermann, Dirk Schadendorf, Bastian Schilling, Roman C. Maron, Max Schmitt, Tanja Jutzi, Stefan Fröhling, Daniel B. Lipka, Titus J. Brinker
出版 2021Revisão -
7
Federated Learning for Decentralized Artificial Intelligence in Melanoma Diagnostics 由 Sarah Haggenmüller, Max Schmitt, Eva Krieghoff‐Henning, Achim Hekler, Roman C. Maron, Christoph Wies, Jochen Utikal, Friedegund Meier, Sarah Hobelsberger, Frank Friedrich Gellrich, Mildred Sergon, Axel Hauschild, Lars E. French, Lucie Heinzerling, Justin Gabriel Schlager, Kamran Ghoreschi, Max Schlaak, Franz J. Hilke, Gabriela Poch, Sören Korsing, Carola Berking, Markus V. Heppt, Michael Erdmann, Sebastian Haferkamp, Konstantin Drexler, Dirk Schadendorf, Wiebke Sondermann, Matthias Goebeler, Bastian Schilling, Jakob Nikolas Kather, Stefan Fröhling, Titus J. Brinker
出版 2024Artigo
相關主題
Medicine
Artificial intelligence
Computer science
Internal medicine
Machine learning
Radiology
Cancer
Cancer research
Classifier (UML)
Convolutional neural network
Melanoma
Deep learning
Diagnostic accuracy
Pathology
Skin cancer
Biology
Biopsy
Breast cancer
Categorical variable
Cell
Clear cell renal cell carcinoma
Confidence interval
Contextual image classification
Dermatology
Family medicine
Genetics
Ground truth
Histology
Image (mathematics)
Lymph