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2020 – today
- 2024
[i8]Tirtha Chanda, Sarah Haggenmüller, Tabea-Clara Bucher, Tim Holland-Letz, Harald Kittler, Philipp Tschandl, Markus V. Heppt, Carola Berking, Jochen S. Utikal, Bastian Schilling, Claudia Buerger, Cristian Navarrete-Dechent, Matthias Goebeler, Jakob Nikolas Kather, Carolin V. Schneider, Benjamin Durani, Hendrike Durani, Martin Jansen, Juliane Wacker, Joerg Wacker, Reader Study Consortium, Titus J. Brinker:
Dermatologist-like explainable AI enhances melanoma diagnosis accuracy: eye-tracking study. CoRR abs/2409.13476 (2024)- 2023
- [i7]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, Irem 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 S. Utikal, Kamran Ghoreschi, Stefan Fröhling, Eva Krieghoff-Henning, Titus J. Brinker:
Dermatologist-like explainable AI enhances trust and confidence in diagnosing melanoma. CoRR abs/2303.12806 (2023) - 2021
- [j5]Günter Schneckenreither, Philipp Tschandl, Claire Rippinger, Christoph Sinz, Dominik Brunmeir, Nikolas Popper, Harald Kittler:
Reproduction of patterns in melanocytic proliferations by agent-based simulation and geometric modeling. PLoS Comput. Biol. 17(2) (2021) - 2020
- [i6]Veronica Rotemberg, Nicholas R. Kurtansky, Brigid Betz-Stablein, Liam J. Caffery, Emmanouil Chousakos, Noel Codella, Marc Combalia, Stephen W. Dusza, Pascale Guitera, David A. Gutman, Allan Halpern, Harald Kittler, Kivanç Köse, Steve Langer, Konstantinos Liopryis, Josep Malvehy, Shenara Musthaq, Jabpani Nanda, Ofer Reiter, George Shih, Alexander Stratigos, Philipp Tschandl, Jochen Weber, H. Peter Soyer:
A Patient-Centric Dataset of Images and Metadata for Identifying Melanomas Using Clinical Context. CoRR abs/2008.07360 (2020)
2010 – 2019
- 2019
- [j4]Philipp Tschandl, Christoph Sinz, Harald Kittler:
Domain-specific classification-pretrained fully convolutional network encoders for skin lesion segmentation. Comput. Biol. Medicine 104: 111-116 (2019) - [i5]Noel C. F. Codella, Veronica Rotemberg, Philipp Tschandl, M. Emre Celebi, Stephen W. Dusza, David A. Gutman, Brian Helba, Aadi Kalloo, Konstantinos Liopyris, Michael A. Marchetti, Harald Kittler, Allan Halpern:
Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC). CoRR abs/1902.03368 (2019) - [i4]Gernot Salzer, Agata Ciabattoni, Christian G. Fermüller, Martin Haiduk, Harald Kittler, Arno Lukas, Rosa María Rodríguez Domínguez, Antonia Wesinger, Elisabeth Riedl:
Dermtrainer: A Decision Support System for Dermatological Diseases. CoRR abs/1907.00635 (2019) - [i3]Susanne Kimeswenger, Elisabeth Rumetshofer, Markus Hofmarcher, Philipp Tschandl, Harald Kittler, Sepp Hochreiter, Wolfram Hötzenecker, Günter Klambauer:
Detecting cutaneous basal cell carcinomas in ultra-high resolution and weakly labelled histopathological images. CoRR abs/1911.06616 (2019) - 2018
- [c6]Christoph Rinner, Emmanuel Helm, Reinhold Dunkl, Harald Kittler, Stefanie Rinderle-Ma:
An Application of Process Mining in the Context of Melanoma Surveillance Using Time Boxing. Business Process Management Workshops 2018: 175-186 - [c5]Noel C. F. Codella, David A. Gutman, M. Emre Celebi, Brian Helba, Michael A. Marchetti, Stephen W. Dusza, Aadi Kalloo, Konstantinos Liopyris, Nabin K. Mishra, Harald Kittler, Allan Halpern:
Skin lesion analysis toward melanoma detection: A challenge at the 2017 International symposium on biomedical imaging (ISBI), hosted by the international skin imaging collaboration (ISIC). ISBI 2018: 168-172 - [c4]Andreas Weinbacher, Philipp Tschandl, Harald Kittler, Christoph Rinner:
Interoperable Localisation of Lesions on the Human Skin. MIE 2018: 850-854 - [i2]Philipp Tschandl, Cliff Rosendahl, Harald Kittler:
The HAM10000 Dataset: A Large Collection of Multi-Source Dermatoscopic Images of Common Pigmented Skin Lesions. CoRR abs/1803.10417 (2018) - 2017
- [i1]Noel C. F. Codella, David A. Gutman, M. Emre Celebi, Brian Helba, Michael A. Marchetti, Stephen W. Dusza, Aadi Kalloo, Konstantinos Liopyris, Nabin K. Mishra, Harald Kittler, Allan Halpern:
Skin Lesion Analysis Toward Melanoma Detection: A Challenge at the 2017 International Symposium on Biomedical Imaging (ISBI), Hosted by the International Skin Imaging Collaboration (ISIC). CoRR abs/1710.05006 (2017) - 2014
- [c3]Christoph Rinner, Reinhold Dunkl, Walter Gall, Karl Anton Fröschl, Wilfried Grossmann, Stefanie Rinderle-Ma, Wolfgang Dorda, Harald Kittler, Georg Duftschmid:
Cutaneous Melanoma Surveillance by means of Process Mining. MIE 2014: 1208
2000 – 2009
- 2007
- [c2]Stephan Dreiseitl, Michael Binder, Staal Amund Vinterbo, Harald Kittler:
Applying a decision support system in clinical practice: Results from melanoma diagnosis. AMIA 2007 - 2005
- [j3]Stephan Dreiseitl, Alexandra Harbauer, Michael Binder, Harald Kittler:
Nomographic representation of logistic regression models: A case study using patient self-assessment data. J. Biomed. Informatics 38(5): 389-394 (2005) - 2001
- [j2]Stephan Dreiseitl, Lucila Ohno-Machado, Harald Kittler, Staal Amund Vinterbo, Holger Billhardt, Michael Binder:
A Comparison of Machine Learning Methods for the Diagnosis of Pigmented Skin Lesions. J. Biomed. Informatics 34(1): 28-36 (2001) - [j1]Harald Ganster, Axel Pinz, Reinhard Röhrer, Ernst Wildling, Michael Binder, Harald Kittler:
Automated Melanoma Recognition. IEEE Trans. Medical Imaging 20(3): 233-239 (2001) - 2000
- [c1]Stephan Dreiseitl, Harald Kittler, Harald Ganster, Michael Binder:
Classifying Pigmented Skin Lesions with Machine Learning Methods. ANNIMAB 2000: 174-179
Coauthor Index
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