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Harald Kittler

Active 1997–2026

119
Papers
18,540
Citations
65
h-index
98
i10-index

Citations

Citations per year for Harald Kittler1981: 1 citations1986: 2 citations1991: 2 citations1992: 4 citations1997: 1 citations1998: 4 citations1999: 6 citations2000: 17 citations2001: 46 citations2002: 47 citations2003: 69 citations2004: 79 citations2005: 74 citations2006: 63 citations2007: 73 citations2008: 77 citations2009: 104 citations2010: 73 citations2011: 97 citations2012: 100 citations2013: 81 citations2014: 83 citations2015: 86 citations2016: 100 citations2017: 166 citations2018: 291 citations2019: 437 citations2020: 680 citations2021: 954 citations2022: 894 citations2023: 1,072 citations2024: 1,490 citations2025: 1,178 citations2026: 325 citations2027: 1 citations1982–1985: no citations, so these years are not shown1987–1990: no citations, so these years are not shown1993–1996: no citations, so these years are not shown

Citation sources

Countries

World map of the countries and regions citing this authorUnited States: 1,397 citing papers, 14.8% of this breakdownChina: 1,259 citing papers, 13.3% of this breakdownIndia: 506 citing papers, 5.4% of this breakdownUnited Kingdom: 498 citing papers, 5.3% of this breakdownGermany: 486 citing papers, 5.2% of this breakdownItaly: 459 citing papers, 4.9% of this breakdownAustralia: 344 citing papers, 3.6% of this breakdownSpain: 294 citing papers, 3.1% of this breakdownCanada: 261 citing papers, 2.8% of this breakdownAustria: 250 citing papers, 2.6% of this breakdownFrance: 228 citing papers, 2.4% of this breakdownSaudi Arabia: 178 citing papers, 1.9% of this breakdown
0%14.8%Other 34.7%

Institutions

Fields

  • Medicine62.8%
  • Computer Science25.6%
  • Biochemistry, Genetics and Molecular Biology2.7%
  • Engineering2.6%
  • Immunology and Microbiology1.6%
  • Neuroscience1.3%
  • Other3.4%

Topics

  • Cutaneous Melanoma Detection and Management18.1%
  • AI in cancer detection14.9%
  • Nonmelanoma Skin Cancer Studies6.4%
  • Advanced Neural Network Applications2.9%
  • Artificial Intelligence in Healthcare and Education2.4%
  • COVID-19 diagnosis using AI2.2%
  • Other53.1%

Coauthors

All papers

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  1. The HAM10000 Dataset: A Large Collection of Multi-Source Dermatoscopic Images of Common Pigmented Skin Lesions

    Authors: Philipp Tschandl, Cliff Rosendahl, Harald Kittler - Scientific Data 2018 cited by 3,184

  2. Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)

    Authors: 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 - arXiv (Cornell University), CoRR 2019 cited by 1,182

  3. Human–computer collaboration for skin cancer recognition

    Authors: Philipp Tschandl, Claus Rinner, Zoé Apalla, Giuseppe Argenziano, Noel Codella, Allan C. Halpern, Monika Janda, Aimilios Lallas, Caterina Longo, Josep Malvehy, John Paoli, Susana Puig, Cliff Rosendahl, H. Peter Soyer, Iris Zalaudek, Harald Kittler - Nature Medicine 2020 cited by 912

  4. Diagnostic accuracy of dermoscopy

    Authors: Harald Kittler, Hubert Pehamberger, K Wolff, Michael Binder - The Lancet Oncology 2002 cited by 1,317

  5. Dermatologist-like explainable AI enhances trust and confidence in diagnosing melanoma

    Authors: Tirtha Chanda, Katja Hauser, Sarah Hobelsberger, Tabea-Clara Bucher, Carina Nogueira Garcia, Christoph Wies, Harald Kittler, Philipp Tschandl, Cristián Navarrete‐Dechent, Sebastián Podlipnik, Emmanouil Chousakos, Iva Crnaric, Jovana Majstorović, 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 Utikal, Kamran Ghoreschi, Stefan Fröhling, Eva Krieghoff‐Henning, Alexander Salava, Alexander Thiem, Alexandris Dimitrios, Amr Mohammad Ammar, Ana Sanader Vučemilović, Andrea Miyuki Yoshimura, Andzelka Ilieva, Anja Gesierich, Antonia Reimer‐Taschenbrecker, Antonios G.A. Kolios, Arturs Kaļva, Arzu Ferhatosmanoğlu, Aude Beyens, Claudia Pföhler, Dilara Ilhan Erdil, Dobrila Jovanovic, Emöke Rácz, Falk G. Bechara, Federico Vaccaro, Florentia Dimitriou, Günel Rasulova, Hülya Cenk, Irem Yanatma, Isabel Kolm, Isabelle Hoorens, Iskra Petrovska Sheshova, Ivana Jocic, Jana Knuever, Janik Fleißner, Janis Thamm, Johan Dahlberg, Juan José Lluch‐Galcerá, Juan Sebastián Andreani Figueroa, Julia Holzgruber, Julia Welzel, Katerina Damevska, Kristine Elisabeth Mayer, Lara Valeska Maul, Laura Garzona-Navas, Laura Isabell Bley, Laurenz Schmitt, Lena Reipen, Lidia Shafik, Lidija Petrovska, Linda Golle, Luise Jopen, Magda Gogilidze, Maria Rosa Burg, Martha Alejandra Morales‐Sánchez, Martyna Sławińska, Miriam Mengoni, Miroslav Dragolov, N. Iglesias-Pena, Nina Booken, Nkechi Anne Enechukwu, Oana‐Diana Persa, Olumayowa Abimbola Oninla, Panagiota Theofilogiannakou, Paula Kage, Roque Rafael Oliveira Neto, Rosario Peralta, Rym Afiouni, Sandra Schuh, Saskia Schnabl-Scheu, Seçil Vural, Sharon Hudson and 24 more - Nature Communications 2024 cited by 151

  6. Skin cancer classification via convolutional neural networks: systematic review of studies involving human experts

    Authors: Sarah Haggenmüller, Roman C. Maron, Achim Hekler, Jochen Utikal, Catarina Barata, Raymond L. Barnhill, Helmut Beltraminelli, Carola Berking, Brigid Betz‐Stablein, Andreas Blum, Stephan Alexander Braun, Richard Carr, Marc Combalia, María Teresa Fernández‐Figueras, Gerardo Ferrara, Sylvie Fraitag, Lars E. French, Frank Friedrich Gellrich, Kamran Ghoreschi, Matthias Goebeler, Pascale Guitera, Holger A. Haenssle, Sebastian Haferkamp, Lucie Heinzerling, Markus V. Heppt, Franz J. Hilke, Sarah Hobelsberger, Dieter Krahl, Heinz Kutzner, Aimilios Lallas, Konstantinos Liopyris, Mar Llamas‐Velasco, Josep Malvehy, Friedegund Meier, F. Max Müller, Alexander A. Navarini, Cristián Navarrete‐Dechent, Antonio Perasole, Gabriela Poch, Sebastián Podlipnik, Luis Requena, Veronica Rotemberg, Andrea Saggini, Omar P. Sangüeza, Carlos Santonja, Dirk Schadendorf, Bastian Schilling, Max Schlaak, Justin Gabriel Schlager, Mildred Sergon, Wiebke Sondermann, H. Peter Soyer, Hans Starz, Wilhelm Stolz, Esmeralda Vale, Wolfgang Weyers, Alexander Zink, Eva Krieghoff‐Henning, Jakob Nikolas Kather, Christof von Kalle, Daniel B. Lipka, Stefan Fröhling, Axel Hauschild, Harald Kittler, Titus J. Brinker - European Journal of Cancer 2021 cited by 247

  7. Comparison of the accuracy of human readers versus machine-learning algorithms for pigmented skin lesion classification: an open, web-based, international, diagnostic study

    Authors: Philipp Tschandl, Noel Codella, Bengü Nisa Akay, Giuseppe Argenziano, Ralph P. Braun, Horacio Cabo, David A. Gutman, Allan C. Halpern, Brian Helba, Rainer Hofmann‐Wellenhof, Aimilios Lallas, Jan Lapins, Caterina Longo, Josep Malvehy, Michael A. Marchetti, Ashfaq A. Marghoob, Scott W. Menzies, Amanda Oakley, John Paoli, Susana Puig, Claus Rinner, Cliff Rosendahl, Alon Scope, Christoph Sinz, H. Peter Soyer, L. Thomas, Iris Zalaudek, Harald Kittler - The Lancet Oncology 2019 cited by 539

  8. 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)

    Authors: 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 - IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018) 2018 cited by 297

  9. A reinforcement learning model for AI-based decision support in skin cancer

    Authors: Catarina Barata, Veronica Rotemberg, Noel Codella, Philipp Tschandl, Claus Rinner, Bengü Nisa Akay, Zoé Apalla, Giuseppe Argenziano, Allan C. Halpern, Aimilios Lallas, Caterina Longo, Josep Malvehy, Susana Puig, Cliff Rosendahl, H. Peter Soyer, Iris Zalaudek, Harald Kittler - Nature Medicine 2023 cited by 96

  10. Expert-Level Diagnosis of Nonpigmented Skin Cancer by Combined Convolutional Neural Networks

    Authors: Philipp Tschandl, Cliff Rosendahl, Bengü Nisa Akay, Giuseppe Argenziano, Andreas Blum, Ralph P. Braun, Horacio Cabo, Jean-Yves Gourhant, Jürgen Kreusch, Aimilios Lallas, Jan Lapins, Ashfaq A. Marghoob, Scott W. Menzies, Nina Maria Neuber, John Paoli, Harold Rabinovitz, Claus Rinner, Alon Scope, H. Peter Soyer, Christoph Sinz, L. Thomas, Iris Zalaudek, Harald Kittler - JAMA Dermatology 2018 cited by 331

  11. Validation of artificial intelligence prediction models for skin cancer diagnosis using dermoscopy images: the 2019 International Skin Imaging Collaboration Grand Challenge

    Authors: Marc Combalia, Noel Codella, Veronica Rotemberg, Cristina Carrera, Stephen W. Dusza, David A. Gutman, Brian Helba, Harald Kittler, Nicholas R. Kurtansky, Konstantinos Liopyris, Michael A. Marchetti, Sebastián Podlipnik, Susana Puig, Claus Rinner, Philipp Tschandl, Jochen Weber, Allan C. Halpern, Josep Malvehy - The Lancet Digital Health 2022 cited by 119

  12. Checklist for Evaluation of Image-Based Artificial Intelligence Reports in Dermatology

    Authors: Roxana Daneshjou, Catarina Barata, Brigid Betz‐Stablein, M. Emre Celebi, Noel Codella, Marc Combalia, Pascale Guitera, David A. Gutman, Allan C. Halpern, Brian Helba, Harald Kittler, Kıvanç Köse, Konstantinos Liopyris, Josep Malvehy, Han Seung Seog, H. Peter Soyer, Eric R. Tkaczyk, Philipp Tschandl, Veronica Rotemberg - JAMA Dermatology 2021 cited by 149

  13. Dermoscopy of pigmented skin lesions: Results of a consensus meeting via the Internet

    Authors: Giuseppe Argenziano, H. Peter Soyer, Sergio Chimenti, Renato Talamini, Rosamaria Corona, Francesco Sera, Michael Binder, Lorenzo Cerroni, Gaetano De Rosa, Gerardo Ferrara, Rainer Hofmann‐Wellenhof, Michael Landthaler, Scott W. Menzies, Hubert Pehamberger, Domenico Piccolo, Harold Rabinovitz, R. Schiffner, Stefania Staibano, Wilhelm Stolz, Igor Bartenjev, Andreas Blum, Ralph P. Braun, Horacio Cabo, Paolo Carli, Vincenzo De Giorgi, Matthew G. Fleming, James M. Grichnik, Caron M. Grin, Allan C. Halpern, Robert H. Johr, Brian Katz, Robert O. Kenet, Harald Kittler, J. Kreusch, Josep Malvehy, Giampiero Mazzocchetti, Margaret Oliviero, Fezal zdemir, Ketty Peris, Roberto Perotti, Ana M. Perusquia, Maria Antonietta Pizzichetta, Susana Puig, Babar Rao, Pietro Rubegni, Toshiaki Saida, Massimiliano Scalvenzi, Stefania Seidenari, Ignazio Stanganelli, Masaru Tanaka, Karin Westerhoff, Ingrid Wolf, Otto Braun‐Falco, Helmut Kerl, Takeji Nishikawa, Klaus Wolff, Alfred W. Kopf - Journal of the American Academy of Dermatology 2003 cited by 1,204

  14. Artificial Intelligence in Skin Cancer Diagnosis: A Reality Check

    Authors: Gabriella Brancaccio, Anna Balato, Josep Malvehy, Susana Puig, Giuseppe Argenziano, Harald Kittler - Journal of Investigative Dermatology 2023 cited by 103

  15. Comparison of humans versus mobile phone-powered artificial intelligence for the diagnosis and management of pigmented skin cancer in secondary care: a multicentre, prospective, diagnostic, clinical trial

    Authors: Scott W. Menzies, Christoph Sinz, Michelle Menzies, Serigne Lo, William Yolland, Johann Lingohr, Majid Razmara, Philipp Tschandl, Pascale Guitera, Richard A. Scolyer, Florentina Boltz, Liliane Borik‐Heil, Hsien Herbert Chan, David Chromy, David J. Coker, Helena Collgros, Maryam Eghtedari, Marina Corral Forteza, Emily Forward, Bruna Gallo, Stephanie Geisler, Matthew Gibson, Amélie Hampel, Genevieve Ho, Laura Junez, Philipp Kienzl, Arthur Martin, Fergal J. Moloney, Amanda Regio Pereira, Julia Maria Ressler, Susanne Richter, Katharina Silic, Thomas Silly, Michael Skoll, Julia Tittes, Philipp Weber, Wolfgang J. Weninger, Doris Weiss, Ping Woo-Sampson, Catherine Zilberg, Harald Kittler - The Lancet Digital Health 2023 cited by 74

  16. Automated Melanoma Recognition

    Authors: Harald Ganster, Axel Pinz, Reinhard Röhrer, Ernst Wildling, Michael Binder, Harald Kittler - IEEE Transactions on Medical Imaging, IEEE Trans. Medical Imaging 2001 cited by 636

  17. The SLICE-3D dataset: 400,000 skin lesion image crops extracted from 3D TBP for skin cancer detection

    Authors: Nicholas R. Kurtansky, B D'Alessandro, Maura C. Gillis, Brigid Betz‐Stablein, Sara E. Cerminara, Rafael Pérez García, Marcela Alves Girundi, Elisabeth Victoria Goessinger, Philippe Gottfrois, Pascale Guitera, Allan C. Halpern, Valerie Jakrot, Harald Kittler, Kıvanç Köse, Konstantinos Liopyris, Josep Malvehy, Victoria Mar, Linda K. Martin, Thomas Mathew, Lara Valeska Maul, Adam Mothershaw, Alina Miriam Mueller, Christoph Mueller, Alexander A. Navarini, Tarlia Rajeswaran, Vin Rajeswaran, Anup Saha, Maithili Sashindranath, Laura Serra‐García, H. Peter Soyer, Georgios Theocharis, Ayesha Vos, Jochen Weber, Veronica Rotemberg - Scientific Data 2024 cited by 41

  18. Accuracy of Computer-Aided Diagnosis of Melanoma

    Authors: Vincent Dick, Christoph Sinz, Martina Mittlböck, Harald Kittler, Philipp Tschandl - JAMA Dermatology 2019 cited by 125

  19. Position statement of the EADV Artificial Intelligence (AI) Task Force on AI‐assisted smartphone apps and web‐based services for skin disease

    Authors: Tobias E. Sangers, Harald Kittler, Andreas Blum, Ralph P. Braun, Catarina Barata, Alessandra Cartocci, Marc Combalia, Ben Esdaile, Pascale Guitera, Holger A. Haenssle, Niels Kvorning, Aimilios Lallas, Cristián Navarrete‐Dechent, Alexander A. Navarini, Sebastián Podlipnik, Veronica Rotemberg, H. Peter Soyer, Linda Tognetti, Philipp Tschandl, Josep Malvehy, the EADV AI Task Force - Journal of the European Academy of Dermatology and Venereology 2023 cited by 52

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

    Authors: Philipp Tschandl, Christoph Sinz, Harald Kittler - Computers in Biology and Medicine, Comput. Biol. Medicine 2018 cited by 114

  21. Derm1M: A Million-Scale Vision-Language Dataset Aligned with Clinical Ontology Knowledge for Dermatology

    Authors: Siyuan Yan, Ming Hu, Yiwen Jiang, Xieji Li, Hao Fei, Philipp Tschandl, Harald Kittler, Zongyuan Ge - IEEE/CVF International Conference on Computer Vision (ICCV) 2025 cited by 17

  22. Attitudes towards artificial intelligence within dermatology: an international online survey

    Authors: Sam Polesie, Martin Gillstedt, Harald Kittler, Aimilios Lallas, Philipp Tschandl, Iris Zalaudek, J. Paoli - British Journal of Dermatology 2020 cited by 92

  23. Skin lesions of face and scalp – Classification by a market-approved convolutional neural network in comparison with 64 dermatologists

    Authors: Holger A. Haenssle, Julia K. Winkler, Christine Fink, Ferdinand Toberer, Alexander Enk, Wilhelm Stolz, Teresa Deinlein, Rainer Hofmann‐Wellenhof, Harald Kittler, Philipp Tschandl, Cliff Rosendahl, Aimilios Lallas, Andreas Blum, Mohamed Souhayel Abassi, L. Thomas, Isabelle Tromme, Albert Rosenberger, M. Bachelerie, Sonali Bajaj, Alise Balcere, Sophie Baricault, Clément Barthaux, Yvonne Beckenbauer, Ines Bertlich, Andreas Blum, Marie-France Bouthenet, Sophie Brassat, Philipp Marcel Buck, Kristina Buder‐Bakhaya, Maria-Letizia Cappelletti, Cécile Chabbert, Julie Labarthe, Eveline Decoster, Teresa Deinlein, Michèle Dobler, Daphnée Dumon, Steffen Emmert, Julie Gachon-Buffet, Mikhail Gusarov, Franziska Hartmann, Julia Hartmann, Anke Herrmann, Isabelle Hoorens, Eva Hulstaert, Raimonds Karls, Andreea Kolonte, Christian Kromer, Aimilios Lallas, Céline Le Blanc Vasseux, Annabelle Levy-Roy, Pawel Majenka, Marine Marc, Veronique Martin Bourret, Nadège Michelet-Brunacci, Christina Mitteldorf, Jean Paroissien, Camille Picard, Diana Plise, V. Reymann, Fabrice Ribeaudeau, Pauline Richez, Hélène Roche Plaine, D. Salik, Elke Sattler, Sarah K. Schäfer, Roland Schneiderbauer, Thierry Secchi, K. Talour, Lukas Trennheuser, Alexander Wald, Priscila Wölbing, P Zukervar - European Journal of Cancer 2020 cited by 44

  24. Accuracy of dermatoscopy for the diagnosis of nonpigmented cancers of the skin

    Authors: Christoph Sinz, Philipp Tschandl, Cliff Rosendahl, Bengü Nisa Akay, Giuseppe Argenziano, Andreas Blum, Ralph P. Braun, Horacio Cabo, Jean-Yves Gourhant, Juergen Kreusch, Aimilios Lallas, Jan Lapins, Ashfaq A. Marghoob, Scott W. Menzies, John Paoli, Harold Rabinovitz, Claus Rinner, Alon Scope, H. Peter Soyer, L. Thomas, Iris Zalaudek, Harald Kittler - Journal of the American Academy of Dermatology 2017 cited by 125