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)

Diagnostic Accuracy of Content Based Dermatoscopic Image Retrieval with Deep Classification Features. - Philipp Tschandl; Giuseppe Argenziano; Majid Razmara; Jordan Yap (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)

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)

The effects of skin lesion segmentation on the performance of dermatoscopic image classification. - Amirreza Mahbod; Philipp Tschandl; Georg Langs; Rupert Ecker; Isabella Ellinger (Comput. Methods Programs Biomed., 2020)

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)

Guest editorial: Image analysis in dermatology. - M. Emre Celebi 001; Catarina Barata; Allan Halpern; Philipp Tschandl; Marc Combalia; Yuan Liu 019 (Medical Image Anal., 2022)

Evaluating a CDS Hook for FHIR Questionnaires in a SMART on FHIR App and an Existing Dermatological CDS System. - Philipp Tschandl; Christoph Rinner (dHealth, 2023)

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)

Automated dermatoscopic pattern discovery by clustering neural network output for human-computer interaction. - Lidia Talavera-Martínez; Philipp Tschandl (CoRR, 2023)

Guest Editorial Skin Image Analysis in the Age of Deep Learning. - M. Emre Celebi 001; Catarina Barata; Allan Halpern; Philipp Tschandl; Marc Combalia; Yuan Liu 019 (IEEE J. Biomed. Health Informatics, 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)

CleanPatrick: A Benchmark for Image Data Cleaning. - Fabian Gröger; Simone Lionetti; Philippe Gottfrois; Álvaro González-Jiménez; Ludovic Amruthalingam; Elisabeth Victoria Goessinger; Hanna Lindemann; Marie Bargiela; Marie Hofbauer; Omar Badri; Philipp Tschandl; Arash Koochek; et al. (CoRR, 2025)