Christoph Wies

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 12

Top Topics

Convolutional Neural Network

Top Venues

Nature communications

NPJ precision oncology

BMC medical research methodology

This page only lists publications with an associated author ORCID identifier.

Publications

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 Sven Utikal, Kamran Ghoreschi, Stefan Fröhling, Eva Krieghoff-Henning, null null, Titus Josef Brinker
Dermatologist-like explainable AI enhances trust and confidence in diagnosing melanoma. Nature communications 15 (1) (2024)
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 Sven Utikal, Kamran Ghoreschi, Stefan Fröhling, Eva Krieghoff-Henning, null null, Titus Josef Brinker
Dermatologist-like explainable AI enhances trust and confidence in diagnosing melanoma. Nature communications 15 (1) (2024)
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 Sven Utikal, Kamran Ghoreschi, Stefan Fröhling, Eva Krieghoff-Henning, null null, Titus Josef Brinker
Dermatologist-like explainable AI enhances trust and confidence in diagnosing melanoma. Nature communications 15 (1) (2024)
Christoph Wies, Lucas Schneider, Sarah Haggenmüller, Tabea-Clara Bucher, Sarah Hobelsberger, Markus V Heppt, Gerardo Ferrara, Eva I Krieghoff-Henning, Titus Josef Brinker
Evaluating deep learning-based melanoma classification using immunohistochemistry and routine histology: A three center study. PloS one 19 (1) (2024)
Lukas Heinlein, Roman C Maron, Achim Hekler, Sarah Haggenmüller, Christoph Wies, Jochen Sven Utikal, Friedegund Meier, Sarah Hobelsberger, Frank F Gellrich, Mildred Sergon, Axel Hauschild, Lars Einar French, Lucie Heinzerling, Justin G Schlager, Kamran Ghoreschi, Max Schlaak, Franz J Hilke, Gabriela Poch, Sören Korsing, Carola Berking, Markus Vincent Heppt, Michael Erdmann, Sebastian Haferkamp, Konstantin Drexler, Dirk Schadendorf, Wiebke Sondermann, Matthias Goebeler, Bastian Schilling, Eva Krieghoff-Henning, Titus Josef Brinker
Prospective multicenter study using artificial intelligence to improve dermoscopic melanoma diagnosis in patient care. Communications medicine 4 (1) (2024)
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 Sven Utikal, Kamran Ghoreschi, Stefan Fröhling, Eva Krieghoff-Henning, null null, Titus Josef Brinker
Dermatologist-like explainable AI enhances trust and confidence in diagnosing melanoma. Nature communications 15 (1) (2024)
Christoph Wies, Lucas Schneider, Sarah Haggenmüller, Tabea-Clara Bucher, Sarah Hobelsberger, Markus V Heppt, Gerardo Ferrara, Eva I Krieghoff-Henning, Titus Josef Brinker
Evaluating deep learning-based melanoma classification using immunohistochemistry and routine histology: A three center study. PloS one 19 (1) (2024)
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 Sven Utikal, Kamran Ghoreschi, Stefan Fröhling, Eva Krieghoff-Henning, null null, Titus Josef Brinker
Dermatologist-like explainable AI enhances trust and confidence in diagnosing melanoma. Nature communications 15 (1) (2024)
Christoph Wies, Lucas Schneider, Sarah Haggenmüller, Tabea-Clara Bucher, Sarah Hobelsberger, Markus V Heppt, Gerardo Ferrara, Eva I Krieghoff-Henning, Titus Josef Brinker
Evaluating deep learning-based melanoma classification using immunohistochemistry and routine histology: A three center study. PloS one 19 (1) (2024)
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 Sven Utikal, Kamran Ghoreschi, Stefan Fröhling, Eva Krieghoff-Henning, null null, Titus Josef Brinker
Dermatologist-like explainable AI enhances trust and confidence in diagnosing melanoma. Nature communications 15 (1) (2024)
Christoph Wies, Robert Miltenberger, Gunter Grieser, Antje Jahn-Eimermacher
Exploring the variable importance in random forests under correlations: a general concept applied to donor organ quality in post-transplant survival. BMC medical research methodology 23 (1) (2023)
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 Josef Brinker
Colorectal cancer risk stratification on histological slides based on survival curves predicted by deep learning. NPJ precision oncology 7 (1) (2023)