Classifying Pigmented Skin Lesions with Machine Learning Methods. - Stephan Dreiseitl; Harald Kittler; Harald Ganster; Michael Binder (ANNIMAB, 2000)

A Comparison of Machine Learning Methods for the Diagnosis of Pigmented Skin Lesions. - Stephan Dreiseitl; Lucila Ohno-Machado; Harald Kittler; Staal Amund Vinterbo; Holger Billhardt; Michael Binder (J. Biomed. Informatics, 2001)

Automated Melanoma Recognition. - Harald Ganster; Axel Pinz; Reinhard Röhrer; Ernst Wildling; Michael Binder; Harald Kittler (IEEE Trans. Medical Imaging, 2001)

Nomographic representation of logistic regression models: A case study using patient self-assessment data. - Stephan Dreiseitl; Alexandra Harbauer; Michael Binder; Harald Kittler (J. Biomed. Informatics, 2005)

Applying a decision support system in clinical practice: Results from melanoma diagnosis. - Stephan Dreiseitl; Michael Binder; Staal Amund Vinterbo; Harald Kittler (AMIA, 2007)

Cutaneous Melanoma Surveillance by means of Process Mining. - Christoph Rinner; Reinhold Dunkl; Walter Gall; Karl Anton Fröschl; Wilfried Grossmann; Stefanie Rinderle-Ma; Wolfgang Dorda; Harald Kittler; Georg Duftschmid (MIE, 2014)

An Application of Process Mining in the Context of Melanoma Surveillance Using Time Boxing. - Christoph Rinner; Emmanuel Helm; Reinhold Dunkl; Harald Kittler; Stefanie Rinderle-Ma (Business Process Management Workshops, 2018)

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). - Noel C. F. Codella; David A. Gutman; M. Emre Celebi 001; Brian Helba; Michael A. Marchetti; Stephen W. Dusza; Aadi Kalloo; Konstantinos Liopyris; Nabin K. Mishra; Harald Kittler; Allan Halpern (ISBI, 2018)

Interoperable Localisation of Lesions on the Human Skin. - Andreas Weinbacher; Philipp Tschandl; Harald Kittler; Christoph Rinner (MIE, 2018)

The HAM10000 Dataset: A Large Collection of Multi-Source Dermatoscopic Images of Common Pigmented Skin Lesions. - Philipp Tschandl; Cliff Rosendahl; Harald Kittler (CoRR, 2018)

Domain-specific classification-pretrained fully convolutional network encoders for skin lesion segmentation. - Philipp Tschandl; Christoph Sinz; Harald Kittler (Comput. Biol. Medicine, 2019)

Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC). - Noel C. F. Codella; Veronica Rotemberg; Philipp Tschandl; M. Emre Celebi 001; Stephen W. Dusza; David A. Gutman; Brian Helba; Aadi Kalloo; Konstantinos Liopyris; Michael A. Marchetti; Harald Kittler; Allan Halpern (CoRR, 2019)

Dermtrainer: A Decision Support System for Dermatological Diseases. - Gernot Salzer; Agata Ciabattoni; Christian G. Fermüller; Martin Haiduk; Harald Kittler; Arno Lukas; Rosa María Rodríguez Domínguez; Antonia Wesinger; Elisabeth Riedl (CoRR, 2019)

Detecting cutaneous basal cell carcinomas in ultra-high resolution and weakly labelled histopathological images. - Susanne Kimeswenger; Elisabeth Rumetshofer; Markus Hofmarcher; Philipp Tschandl; Harald Kittler; Sepp Hochreiter; Wolfram Hötzenecker; Günter Klambauer (CoRR, 2019)

A Patient-Centric Dataset of Images and Metadata for Identifying Melanomas Using Clinical Context. - 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; et al. (CoRR, 2020)

Reproduction of patterns in melanocytic proliferations by agent-based simulation and geometric modeling. - Günter Schneckenreither; Philipp Tschandl; Claire Rippinger; Christoph Sinz; Dominik Brunmeir; Nikolas Popper; Harald Kittler (PLoS Comput. Biol., 2021)

Dermatologist-like explainable AI enhances trust and confidence in diagnosing melanoma. - 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; et al. (CoRR, 2023)

Dermatologist-like explainable AI enhances melanoma diagnosis accuracy: eye-tracking study. - 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; et al. (CoRR, 2024)

A General-Purpose Multimodal Foundation Model for Dermatology. - Siyuan Yan; Zhen Yu; Clare Primiero; Cristina Vico-Alonso; Zhonghua Wang; Litao Yang; Philipp Tschandl; Ming Hu; Gin Tan; Vincent Tang; Aik Beng Ng; David Powell; et al. (CoRR, 2024)

Derm1M: A Million-scale Vision-Language Dataset Aligned with Clinical Ontology Knowledge for Dermatology. - Siyuan Yan; Ming Hu; Yiwen Jiang; Xieji Li; Hao Fei 001; Philipp Tschandl; Harald Kittler; Zongyuan Ge (CoRR, 2025)