Search Results - Gellrich, Frank F.
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1
Discordance, accuracy and reproducibility study of pathologists’ diagnosis of melanoma and melanocytic tumors by Haggenmüller, Sarah (Author) , Wies, Christoph (Author) , Abels, Julia (Author) , Winterstein, Jana Therés (Author) , Heinlein, Lukas (Author) , Nogueira Garcia, Carina (Author) , Utikal, Jochen (Author) , Wohlfeil, Sebastian A. (Author) , Meier, Friedegund (Author) , Hobelsberger, Sarah (Author) , Gellrich, Frank F. (Author) , Sergon, Mildred (Author) , Hauschild, Axel (Author) , French, Lars E. (Author) , Heinzerling, Lucie (Author) , Schlager, Justin G. (Author) , Ghoreschi, Kamran (Author) , Schlaak, Max (Author) , Hilke, Franz J. (Author) , Poch, Gabriela (Author) , Korsing, Sören (Author) , Sarfert, Cosimo (Author) , Berking, Carola (Author) , Heppt, Markus V. (Author) , Erdmann, Michael (Author) , Haferkamp, Sebastian (Author) , Drexler, Konstantin (Author) , Schadendorf, Dirk (Author) , Sondermann, Wiebke (Author) , Goebeler, Matthias (Author) , Schilling, Bastian (Author) , Kather, Jakob Nikolas (Author) , Fröhling, Stefan (Author) , Llamas-Velasco, Mar (Author) , Requena, Luis C. (Author) , Ferrara, Gerardo (Author) , Fernandez-Figueras, Maite (Author) , Fraitag, Sylvie (Author) , Müller, Cornelia S. L. (Author) , Starz, Hans (Author) , Kutzner, Heinz (Author) , Barnhill, Raymond (Author) , Carr, Richard (Author) , Resnik, Kenneth S. (Author) , Braun, Stephan Alexander (Author) , Holland-Letz, Tim (Author) , Brinker, Titus Josef (Author) ,
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2
Federated learning for decentralized artificial intelligence in melanoma diagnostics by Haggenmüller, Sarah (Author) , Schmitt, Max (Author) , Krieghoff-Henning, Eva (Author) , Hekler, Achim (Author) , Maron, Roman C. (Author) , Wies, Christoph (Author) , Utikal, Jochen (Author) , Meier, Friedegund (Author) , Hobelsberger, Sarah (Author) , Gellrich, Frank F. (Author) , Sergon, Mildred (Author) , Hauschild, Axel (Author) , French, Lars E. (Author) , Heinzerling, Lucie (Author) , Schlager, Justin G. (Author) , Ghoreschi, Kamran (Author) , Schlaak, Max (Author) , Hilke, Franz J. (Author) , Poch, Gabriela (Author) , Korsing, Sören (Author) , Berking, Carola (Author) , Heppt, Markus V. (Author) , Erdmann, Michael (Author) , Haferkamp, Sebastian (Author) , Drexler, Konstantin (Author) , Schadendorf, Dirk (Author) , Sondermann, Wiebke (Author) , Goebeler, Matthias (Author) , Schilling, Bastian (Author) , Kather, Jakob Nikolas (Author) , Fröhling, Stefan (Author) , Brinker, Titus Josef (Author) ,
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3
Using multiple real-world dermoscopic photographs of one lesion improves melanoma classification via deep learning by Hekler, Achim (Author) , Maron, Roman C. (Author) , Haggenmüller, Sarah (Author) , Schmitt, Max (Author) , Wies, Christoph (Author) , Utikal, Jochen (Author) , Meier, Friedegund (Author) , Hobelsberger, Sarah (Author) , Gellrich, Frank F. (Author) , Sergon, Mildred (Author) , Hauschild, Axel (Author) , French, Lars E. (Author) , Heinzerling, Lucie (Author) , Schlager, Justin G. (Author) , Ghoreschi, Kamran (Author) , Schlaak, Max (Author) , Hilke, Franz J. (Author) , Poch, Gabriela (Author) , Korsing, Sören (Author) , Berking, Carola (Author) , Heppt, Markus V. (Author) , Erdmann, Michael (Author) , Haferkamp, Sebastian (Author) , Drexler, Konstantin (Author) , Schadendorf, Dirk (Author) , Sondermann, Wiebke (Author) , Goebeler, Matthias (Author) , Schilling, Bastian (Author) , Kather, Jakob Nikolas (Author) , Krieghoff-Henning, Eva (Author) , Brinker, Titus Josef (Author) ,
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4
Patients’ and dermatologists’ preferences in artificial intelligence-driven skin cancer diagnostics: a prospective multicentric survey study by Haggenmüller, Sarah (Author) , Maron, Roman C. (Author) , Hekler, Achim (Author) , Krieghoff-Henning, Eva (Author) , Utikal, Jochen (Author) , Gaiser, Maria (Author) , Müller, Verena (Author) , Fabian, Sascha (Author) , Meier, Friedegund (Author) , Hobelsberger, Sarah (Author) , Gellrich, Frank F. (Author) , Sergon, Mildred (Author) , Hauschild, Axel (Author) , Weichenthal, Michael (Author) , French, Lars E. (Author) , Heinzerling, Lucie (Author) , Schlager, Justin G. (Author) , Ghoreschi, Kamran (Author) , Schlaak, Max (Author) , Hilke, Franz J. (Author) , Poch, Gabriela (Author) , Korsing, Sören (Author) , Berking, Carola (Author) , Heppt, Markus V. (Author) , Erdmann, Michael (Author) , Haferkamp, Sebastian (Author) , Drexler, Konstantin (Author) , Schadendorf, Dirk (Author) , Sondermann, Wiebke (Author) , Goebeler, Matthias (Author) , Schilling, Bastian (Author) , Kather, Jakob Nikolas (Author) , Fröhling, Stefan (Author) , Kaminski, Katharina (Author) , Doppler, Astrid (Author) , Bucher, Tabea (Author) , Brinker, Titus Josef (Author) , Garcia, Carina Nogueira (Author) , Thamm, Janis (Author) , Schuh, Sandra (Author) , Welzel, Julia (Author) , Maul-Duwendag, Lara Valeska (Author) , Georg, Paul (Author) , Feldmeyer, Laurence (Author) , Bechara, Falk (Author) , Steininger, Julian (Author) , Lehr, Sophia (Author) , Rauschenberg, Ricarda (Author) , Eberle, Anna-Lisa (Author) , Hartmann, Sören Manfred (Author) , Hasler, Helena (Author) , Bender-Säbelkampf, Sophia (Author) , Bauerschmitz, Jürgen P. (Author) , Kaufmann, Matthias (Author) , Erfurt-Berge, Cornelia (Author) , Peitsch, Wiebke Katharina (Author) , Wehkamp, Ulrike (Author) , Jost, Marion (Author) , Franklin, Cindy (Author) , Holzgruber, Julia (Author) , Haist, Maximilian (Author) , Giulini, Mario (Author) , Wohlfeil, Sebastian A. (Author) , Faihs, Valentina (Author) , Sattler, Elke (Author) , Stürmer, Suzan (Author) , Krammer, Sebastian (Author) , Kendziora, Benjamin (Author) , Akcetin, Semra Larissa (Author) , Mitwalli, Mohammed (Author) , Avci, Pinar (Author) , Fiocco, Zeno (Author) , Hartmann, Daniela (Author) , Fernandes Lobo Pereira, Manuel Pedro (Author) , Thiem, Alexander (Author) , Aebischer, Valentin (Author) , Forchhammer, Stephan (Author) , Wolff, Isabel (Author) ,
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5
Explainable artificial intelligence in skin cancer recognition: a systematic review by Hauser, Katja (Author) , Kurz, Alexander (Author) , Haggenmüller, Sarah (Author) , Maron, Roman C. (Author) , Kalle, Christof von (Author) , Utikal, Jochen (Author) , Meier, Friedegund (Author) , Hobelsberger, Sarah (Author) , Gellrich, Frank F. (Author) , Sergon, Mildred (Author) , Hauschild, Axel (Author) , French, Lars E. (Author) , Heinzerling, Lucie (Author) , Schlager, Justin G. (Author) , Ghoreschi, Kamran (Author) , Schlaak, Max (Author) , Hilke, Franz J. (Author) , Poch, Gabriela (Author) , Kutzner, Heinz (Author) , Berking, Carola (Author) , Heppt, Markus V. (Author) , Erdmann, Michael (Author) , Haferkamp, Sebastian (Author) , Schadendorf, Dirk (Author) , Sondermann, Wiebke (Author) , Goebeler, Matthias (Author) , Schilling, Bastian (Author) , Kather, Jakob Nikolas (Author) , Fröhling, Stefan (Author) , Lipka, Daniel (Author) , Hekler, Achim (Author) , Krieghoff-Henning, Eva (Author) , Brinker, Titus Josef (Author) ,
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6
Model soups improve performance of dermoscopic skin cancer classifiers by Maron, Roman C. (Author) , Hekler, Achim (Author) , Haggenmüller, Sarah (Author) , Kalle, Christof von (Author) , Utikal, Jochen (Author) , Müller, Verena (Author) , Gaiser, Maria (Author) , Meier, Friedegund (Author) , Hobelsberger, Sarah (Author) , Gellrich, Frank F. (Author) , Sergon, Mildred (Author) , Hauschild, Axel (Author) , French, Lars E. (Author) , Heinzerling, Lucie (Author) , Schlager, Justin Gabriel (Author) , Ghoreschi, Kamran (Author) , Schlaak, Max (Author) , Hilke, Franz (Author) , Poch, Gabriela (Author) , Korsing, Sören (Author) , Berking, Carola (Author) , Heppt, Markus V. (Author) , Erdmann, Michael (Author) , Haferkamp, Sebastian (Author) , Schadendorf, Dirk (Author) , Sondermann, Wiebke (Author) , Goebeler, Matthias (Author) , Schilling, Bastian (Author) , Kather, Jakob Nikolas (Author) , Fröhling, Stefan (Author) , Lipka, Daniel (Author) , Krieghoff-Henning, Eva (Author) , Brinker, Titus Josef (Author) ,
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7
Robustness of convolutional neural networks in recognition of pigmented skin lesions by Maron, Roman C. (Author) , Haggenmüller, Sarah (Author) , Kalle, Christof von (Author) , Utikal, Jochen (Author) , Meier, Friedegund (Author) , Gellrich, Frank F. (Author) , Hauschild, Axel (Author) , French, Lars E. (Author) , Schlaak, Max (Author) , Ghoreschi, Kamran (Author) , Kutzner, Heinz (Author) , Heppt, Markus V. (Author) , Haferkamp, Sebastian (Author) , Sondermann, Wiebke (Author) , Schadendorf, Dirk (Author) , Schilling, Bastian (Author) , Hekler, Achim (Author) , Krieghoff-Henning, Eva (Author) , Kather, Jakob Nikolas (Author) , Fröhling, Stefan (Author) , Lipka, Daniel (Author) , Brinker, Titus Josef (Author) ,
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Combining CNN-based histologic whole slide image analysis and patient data to improve skin cancer classification by Höhn, Julia (Author) , Krieghoff-Henning, Eva (Author) , Jutzi, Tanja (Author) , Kalle, Christof von (Author) , Utikal, Jochen (Author) , Meier, Friedegund (Author) , Gellrich, Frank F. (Author) , Hobelsberger, Sarah (Author) , Hauschild, Axel (Author) , Schlager, Justin G. (Author) , French, Lars (Author) , Heinzerling, Lucie (Author) , Schlaak, Max (Author) , Ghoreschi, Kamran (Author) , Hilke, Franz J. (Author) , Poch, Gabriela (Author) , Kutzner, Heinz (Author) , Heppt, Markus V. (Author) , Haferkamp, Sebastian (Author) , Sondermann, Wiebke (Author) , Schadendorf, Dirk (Author) , Schilling, Bastian (Author) , Goebeler, Matthias (Author) , Hekler, Achim (Author) , Fröhling, Stefan (Author) , Lipka, Daniel (Author) , Kather, Jakob Nikolas (Author) , Krahl, Dieter (Author) , Ferrara, Gerardo (Author) , Haggenmüller, Sarah (Author) , Brinker, Titus Josef (Author) ,
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9
A benchmark for neural network robustness in skin cancer classification by Maron, Roman C. (Author) , Schlager, Justin G. (Author) , Haggenmüller, Sarah (Author) , Kalle, Christof von (Author) , Utikal, Jochen (Author) , Meier, Friedegund (Author) , Gellrich, Frank F. (Author) , Hobelsberger, Sarah (Author) , Hauschild, Axel (Author) , French, Lars (Author) , Heinzerling, Lucie (Author) , Schlaak, Max Simon (Author) , Ghoreschi, Kamran (Author) , Hilke, Franz (Author) , Poch, Gabriela (Author) , Heppt, Markus V. (Author) , Berking, Carola (Author) , Haferkamp, Sebastian (Author) , Sondermann, Wiebke (Author) , Schadendorf, Dirk (Author) , Schilling, Bastian (Author) , Goebeler, Matthias (Author) , Krieghoff-Henning, Eva (Author) , Hekler, Achim (Author) , Fröhling, Stefan (Author) , Lipka, Daniel (Author) , Kather, Jakob Nikolas (Author) , Brinker, Titus Josef (Author) ,
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10
Skin cancer classification via convolutional neural networks: systematic review of studies involving human experts by Haggenmüller, Sarah (Author) , Maron, Roman C. (Author) , Hekler, Achim (Author) , Utikal, Jochen (Author) , Barata, Catarina (Author) , Barnhill, Raymond L. (Author) , Beltraminelli, Helmut (Author) , Berking, Carola (Author) , Betz-Stablein, Brigid (Author) , Blum, Andreas (Author) , Braun, Stephan A. (Author) , Carr, Richard (Author) , Combalia, Marc (Author) , Fernandez-Figueras, Maria-Teresa (Author) , Ferrara, Gerardo (Author) , Fraitag, Sylvie (Author) , French, Lars E. (Author) , Gellrich, Frank F. (Author) , Ghoreschi, Kamran (Author) , Goebeler, Matthias (Author) , Guitera, Pascale (Author) , Hänßle, Holger (Author) , Haferkamp, Sebastian (Author) , Heinzerling, Lucie (Author) , Heppt, Markus V. (Author) , Hilke, Franz J. (Author) , Hobelsberger, Sarah (Author) , Krahl, Dieter (Author) , Kutzner, Heinz (Author) , Lallas, Aimilios (Author) , Liopyris, Konstantinos (Author) , Llamas-Velasco, Mar (Author) , Malvehy, Josep (Author) , Meier, Friedegund (Author) , Müller, Cornelia S. L. (Author) , Navarini, Alexander A. (Author) , Navarrete-Dechent, Cristián (Author) , Perasole, Antonio (Author) , Poch, Gabriela (Author) , Podlipnik, Sebastian (Author) , Requena, Luis (Author) , Rotemberg, Veronica M. (Author) , Saggini, Andrea (Author) , Sangueza, Omar P. (Author) , Santonja, Carlos (Author) , Schadendorf, Dirk (Author) , Schilling, Bastian (Author) , Schlaak, Max (Author) , Schlager, Justin G. (Author) , Sergon, Mildred (Author) , Sondermann, Wiebke (Author) , Soyer, H. Peter (Author) , Starz, Hans (Author) , Stolz, Wilhelm (Author) , Vale, Esmeralda (Author) , Weyers, Wolfgang (Author) , Zink, Alexander Gustav Stefan (Author) , Krieghoff-Henning, Eva (Author) , Kather, Jakob Nikolas (Author) , Kalle, Christof von (Author) , Lipka, Daniel (Author) , Fröhling, Stefan (Author) , Hauschild, Axel (Author) , Kittler, Harald (Author) , Brinker, Titus Josef (Author) ,
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Related Subjects
Artificial intelligence
Dermatology
Deep learning
Melanoma
Nevus
Skin neoplasms
Machine learning
Skin cancer classification
artificial intelligence
dermatology
melanoma
Benchmarking
Calibration
Convolutional neural network(s)
Convolutional neural networks
Data fusion
Digital biomarkers
Ensembles
Generalisation
Histologic whole slide images
Malignant melanoma
Man-machine systems
Model soups
Neural networks
Pathology
Patient data
Robustness
Systematic review
acceptance
deep learning