Researcher
Titus Josef Brinker
Wolfgang Goethe University
Statistics
31 papers found
All papers authored by Titus Josef Brinker
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2024
Christoph Wies 
,
Lucas Schneider,
Sarah Haggenmüller,
Tabea-Clara Bucher ,
Sarah Hobelsberger,
Markus V. Heppt,
Gerardo Ferrara ,
Eva I. Krieghoff-Henning,
Titus J. Brinker
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,
Lucas Schneider,
Sarah Haggenmüller,
Tabea-Clara Bucher ,
Sarah Hobelsberger,
Markus V. Heppt,
Gerardo Ferrara ,
Eva I. Krieghoff-Henning,
Titus J. Brinker
Download from doi.org
2022
Roman C. Maron,
Achim Hekler,
Sarah Haggenmüller,
Christof von Kalle,
Jochen S. Utikal,
Verena Müller,
Maria Gaiser,
Friedegund Meier ,
Sarah Hobelsberger ,
Frank F. Gellrich,
Mildred Sergon ,
Axel Hauschild ,
Lars E. French,
Lucie Heinzerling,
Justin G. Schlager
and 18 other authors
,
Sarah Hobelsberger ,
Frank F. Gellrich,
Mildred Sergon ,
Axel Hauschild ,
Lars E. French,
Lucie Heinzerling,
Justin G. Schlager
and 18 other authors
Model soups improve performance of dermoscopic skin cancer classifiers
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Lucas Schneider ,
Eva Krieghoff-Henning ,
Sara Laiouar-Pedari,
Sara Kuntz,
Achim Hekler,
Jakob N. Kather,
Timo Gaiser,
Stefan Fröhling,
Titus J. Brinker
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,
Eva Krieghoff-Henning ,
Sara Laiouar-Pedari,
Sara Kuntz,
Achim Hekler,
Jakob N. Kather,
Timo Gaiser,
Stefan Fröhling,
Titus J. Brinker
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Alexander Kurz ,
Katja Hauser ,
Hendrik Alexander Mehrtens ,
Eva Krieghoff-Henning ,
Achim Hekler ,
Jakob Nikolas Kather ,
Stefan Fröhling ,
Christof von Kalle ,
Titus Josef Brinker
,
Katja Hauser ,
Hendrik Alexander Mehrtens ,
Eva Krieghoff-Henning ,
Achim Hekler ,
Jakob Nikolas Kather ,
Stefan Fröhling ,
Christof von Kalle ,
Titus Josef Brinker
Uncertainty Estimation in Medical Image Classification: Systematic Review
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Narmin Ghaffari Laleh,
Hannah Sophie Muti,
Chiara Maria Lavinia Loeffler,
Amelie Echle ,
Oliver Lester Saldanha,
Faisal Mahmood,
Ming Y. Lu ,
Christian Trautwein,
Rupert Langer ,
Bastian Dislich,
Roman D. Buelow ,
Heike Irmgard Grabsch,
Hermann Brenner ,
Jenny Chang-Claude,
Elizabeth Alwers
and 8 other authors
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,
Oliver Lester Saldanha,
Faisal Mahmood,
Ming Y. Lu ,
Christian Trautwein,
Rupert Langer ,
Bastian Dislich,
Roman D. Buelow ,
Heike Irmgard Grabsch,
Hermann Brenner ,
Jenny Chang-Claude,
Elizabeth Alwers
and 8 other authors
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Katja Hauser ,
Alexander Kurz ,
Sarah Haggenmüller,
Roman C. Maron,
Christof von Kalle,
Jochen S. Utikal,
Friedegund Meier ,
Sarah Hobelsberger ,
Frank F. Gellrich ,
Mildred Sergon ,
Axel Hauschild ,
Lars E. French,
Lucie Heinzerling,
Justin G. Schlager,
Kamran Ghoreschi
and 18 other authors
,
Alexander Kurz ,
Sarah Haggenmüller,
Roman C. Maron,
Christof von Kalle,
Jochen S. Utikal,
Friedegund Meier ,
Sarah Hobelsberger ,
Frank F. Gellrich ,
Mildred Sergon ,
Axel Hauschild ,
Lars E. French,
Lucie Heinzerling,
Justin G. Schlager,
Kamran Ghoreschi
and 18 other authors
Explainable artificial intelligence in skin cancer recognition: A systematic review
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2021
Sarah Haggenmüller,
Roman C. Maron,
Achim Hekler,
Jochen S. Utikal,
Catarina Barata ,
Raymond L. Barnhill,
Helmut Beltraminelli,
Carola Berking ,
Brigid Betz-Stablein ,
Andreas Blum,
Stephan A. Braun,
Richard Carr,
Marc Combalia,
Maria-Teresa Fernandez-Figueras ,
Gerardo Ferrara
and 50 other authors
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,
Raymond L. Barnhill,
Helmut Beltraminelli,
Carola Berking ,
Brigid Betz-Stablein ,
Andreas Blum,
Stephan A. Braun,
Richard Carr,
Marc Combalia,
Maria-Teresa Fernandez-Figueras ,
Gerardo Ferrara
and 50 other authors
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Titus J. Brinker ,
Lennard Kiehl,
Max Schmitt,
Tanja B. Jutzi,
Eva I. Krieghoff-Henning,
Dieter Krahl,
Heinz Kutzner ,
Patrick Gholam,
Sebastian Haferkamp,
Joachim Klode,
Dirk Schadendorf,
Achim Hekler,
Stefan Fröhling,
Jakob N. Kather,
Sarah Haggenmüller
and 9 other authors
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,
Lennard Kiehl,
Max Schmitt,
Tanja B. Jutzi,
Eva I. Krieghoff-Henning,
Dieter Krahl,
Heinz Kutzner ,
Patrick Gholam,
Sebastian Haferkamp,
Joachim Klode,
Dirk Schadendorf,
Achim Hekler,
Stefan Fröhling,
Jakob N. Kather,
Sarah Haggenmüller
and 9 other authors
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Breno Bernardes-Souza ,
Saulo Ricardo Costa Júnior ,
Carolina Ali Santos ,
Raimundo Marques Do Nascimento Neto ,
Fernando De Carvalho Bottega ,
Daiana Carolina Godoy ,
Bruno Lourençoni Freitas ,
Daniela Leite Garcia Silva ,
Titus Josef Brinker ,
Raiza Aranha Nascimento ,
Unaí Tupinambás ,
Alexandre Barbosa Reis ,
Wendel Coura-Vital
Download from doi.org
,
Saulo Ricardo Costa Júnior ,
Carolina Ali Santos ,
Raimundo Marques Do Nascimento Neto ,
Fernando De Carvalho Bottega ,
Daiana Carolina Godoy ,
Bruno Lourençoni Freitas ,
Daniela Leite Garcia Silva ,
Titus Josef Brinker ,
Raiza Aranha Nascimento ,
Unaí Tupinambás ,
Alexandre Barbosa Reis ,
Wendel Coura-Vital
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Roman C. Maron,
Justin G. Schlager,
Sarah Haggenmüller,
Christof von Kalle,
Jochen S. Utikal,
Friedegund Meier,
Frank F. Gellrich,
Sarah Hobelsberger ,
Axel Hauschild ,
Lars French,
Lucie Heinzerling,
Max Schlaak ,
Kamran Ghoreschi ,
Franz J. Hilke ,
Gabriela Poch
and 13 other authors
,
Axel Hauschild ,
Lars French,
Lucie Heinzerling,
Max Schlaak ,
Kamran Ghoreschi ,
Franz J. Hilke ,
Gabriela Poch
and 13 other authors
A benchmark for neural network robustness in skin cancer classification
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Roman C. Maron,
Sarah Haggenmüller,
Christof von Kalle,
Jochen S. Utikal,
Friedegund Meier,
Frank F. Gellrich,
Axel Hauschild,
Lars E. French ,
Max Schlaak ,
Kamran Ghoreschi ,
Heinz Kutzner,
Markus V. Heppt ,
Sebastian Haferkamp,
Wiebke Sondermann,
Dirk Schadendorf
and 7 other authors
,
Max Schlaak ,
Kamran Ghoreschi ,
Heinz Kutzner,
Markus V. Heppt ,
Sebastian Haferkamp,
Wiebke Sondermann,
Dirk Schadendorf
and 7 other authors
Robustness of convolutional neural networks in recognition of pigmented skin lesions
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Max Schmitt ,
Roman Christoph Maron ,
Achim Hekler ,
Albrecht Stenzinger ,
Axel Hauschild ,
Michael Weichenthal ,
Markus Tiemann ,
Dieter Krahl ,
Heinz Kutzner ,
Jochen Sven Utikal ,
Sebastian Haferkamp ,
Jakob Nikolas Kather ,
Frederick Klauschen ,
Eva Krieghoff-Henning ,
Stefan Fröhling
and 2 other authors
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,
Roman Christoph Maron ,
Achim Hekler ,
Albrecht Stenzinger ,
Axel Hauschild ,
Michael Weichenthal ,
Markus Tiemann ,
Dieter Krahl ,
Heinz Kutzner ,
Jochen Sven Utikal ,
Sebastian Haferkamp ,
Jakob Nikolas Kather ,
Frederick Klauschen ,
Eva Krieghoff-Henning ,
Stefan Fröhling
and 2 other authors
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2020
Roman C. Maron ,
Jochen S. 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
and 5 other authors
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,
Jochen S. 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
and 5 other authors
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Julia Höhn ,
Achim Hekler ,
Eva Krieghoff-Henning ,
Jakob Nikolas Kather ,
Jochen Sven Utikal ,
Friedegund Meier ,
Frank Friedrich Gellrich ,
Axel Hauschild ,
Lars French ,
Justin Gabriel Schlager ,
Kamran Ghoreschi ,
Tabea Wilhelm ,
Heinz Kutzner ,
Markus Heppt ,
Sebastian Haferkamp
and 9 other authors
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,
Achim Hekler ,
Eva Krieghoff-Henning ,
Jakob Nikolas Kather ,
Jochen Sven Utikal ,
Friedegund Meier ,
Frank Friedrich Gellrich ,
Axel Hauschild ,
Lars French ,
Justin Gabriel Schlager ,
Kamran Ghoreschi ,
Tabea Wilhelm ,
Heinz Kutzner ,
Markus Heppt ,
Sebastian Haferkamp
and 9 other authors
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2019
Johannes C. Melms ,
Sreeram Vallabhaneni,
Caitlin E. Mills ,
Clarence Yapp ,
Jia-Yun Chen ,
Eugenio Morelli ,
Patricia Waszyk ,
Sushil Kumar,
Derrick Deming,
Nienke Moret ,
Steven Rodriguez,
Kartik Subramanian,
Meri Rogava,
Adam N. R. Cartwright,
Adrienne Luoma
and 9 other authors
,
Sreeram Vallabhaneni,
Caitlin E. Mills ,
Clarence Yapp ,
Jia-Yun Chen ,
Eugenio Morelli ,
Patricia Waszyk ,
Sushil Kumar,
Derrick Deming,
Nienke Moret ,
Steven Rodriguez,
Kartik Subramanian,
Meri Rogava,
Adam N. R. Cartwright,
Adrienne Luoma
and 9 other authors
Inhibition of Haspin Kinase Promotes Cell-Intrinsic and Extrinsic Antitumor Activity
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