Harald Kittler

According to our database, Harald Kittler authored at least 17 papers between 2000 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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, 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

CoRR, 2023

2021

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

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, 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

CoRR, 2020

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

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

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, Stephen W. Dusza, David A. Gutman, Brian Helba, Aadi Kalloo, Konstantinos Liopyris, Michael A. Marchetti, Harald Kittler, Allan Halpern

CoRR, 2019

Domain-specific classification-pretrained fully convolutional network encoders for skin lesion segmentation.

Philipp Tschandl, Christoph Sinz, Harald Kittler

Comput. Biol. Medicine, 2019

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

Interoperable Localisation of Lesions on the Human Skin.

Andreas Weinbacher, Philipp Tschandl, Harald Kittler, Christoph Rinner

Proceedings of the Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth, 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, Brian Helba, Michael A. Marchetti, Stephen W. Dusza, Aadi Kalloo, Konstantinos Liopyris, Nabin K. Mishra, Harald Kittler, Allan Halpern

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

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

Proceedings of the Business Process Management Workshops, 2018

2014

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

Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014

2007

Applying a decision support system in clinical practice: Results from melanoma diagnosis.

Stephan Dreiseitl, Michael Binder, Staal Amund Vinterbo, Harald Kittler

Proceedings of the AMIA 2007, 2007

2005

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

2001

Automated Melanoma Recognition.

Harald Ganster, Axel Pinz, Reinhard Röhrer, Ernst Wildling, Michael Binder, Harald Kittler

IEEE Trans. Medical Imaging, 2001

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

2000

Classifying Pigmented Skin Lesions with Machine Learning Methods.

Stephan Dreiseitl, Harald Kittler, Harald Ganster, Michael Binder

Proceedings of the Artificial Neural Networks in Medicine and Biology, 2000