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Accepted Abstracts

AI in Dermatology Summit 2026 | Vienna, Austria, 29th September 2026

Accepted Abstracts

AuthorsTitle of the Abstract
Clément Svabek, Sophie Gautier, Johana Bene, Delphine Staumont-Sallé, Sophie Darras, Marie Chaveron, Marion Douxami, Frederic DezoteuxMed-Timeline: A Digital Tool for Assessing Drug Causality in Suspected Drug-Induced Skin Reactions (ID4)
Sharad PaulFrom Plato to Patterns: Artificial Intelligence, Climate Change, Equity and Ecology of Skin Disease (ID5)
Dorothee A. Busch, Florian Kücking, Ursula H. HübnerPotentials and pitfalls of AI decision support for chronic wound assessment (ID6)
Alicia Zimmermann, Holger A. Haenssle, Julia K. Winkler, Katharina Kommoss, Anastasia Vollmer, Ferdinand Toberer, Alexander Enk, Albert RosenbergerRobustness of a marked-approved convolutional neural network for skin cancer diagnosis against naturally occurring image variations (ID7)
Yaei Togawa, Rena Oguma, Dai Ogata, Kenichiro Mae, Nao Kusutani, Hiroshi Sakai, Takahiro Kiyohara, Teruki Yanagi, Muneyuki Ishihara, Atsushi Saito, Ryoichi Takasu, Yuko Oda, Houjou Yoshiharu, Takashi InozumePerformance Evaluation of an Artificial Intelligence–Based Dermoscopic Image Analysis Program for Diagnostic Support of Skin Tumors (ID9)
Lukas Schramm, Christian GreisAI-Enabled Asynchronous Teledermatology within Interoperable Digital Ecosystems: A Scalable Framework for Precision Tele-Monitoring (ID10)
Ana Maria Cabanas, Alma Pedro, Atsuko Galaz, Soledad Vidaurre, Cristian Navarrete-Dechent, Domingo MeryAttention-Based Color Fusion in Dermoscopy AI (ID12)
Ravi Ramessur, Luke Carson, Joseph Scott, Ivy Lee, Emma Lennard, Owain Jones, Colin Morton, Veronica Rotemberg, Reiko Tanaka, Neil Rajan, Eugene Healy, Emanuele Trucco, Rubeta MatinEstablishing Research Priorities for Artificial Intelligence Approaches in Dermatology Using an e-Delphi Exercise (ID13)
Carolina Nätterdahl, Isabelle Krakowski, Kari Nielsen, Teo Helkkula, Nikki Adler, Johan Kappelin, Cristina Vico-Alonso, Karim Sahle, Albert Duvetorp, Katharine Hopkins, Kevin Yang, Hugh Roberts, Sinja Kristiansen, Alex Chamberlain, Irina Baranovskaya, Tine Vestergaard, Magdalena Claesson, Bertil Persson, Victoria Mar, Jan Lapins, Åsa IngvarDiagnostic performance of human-artificial intelligence (AI) collaboration in teledermoscopy: a retrospective validation study of a novel 8-class AI tool (ID14)
Joanna Dempsey, Nicholas Philo, Simon Leigh, Caroline AngusImpact of an artificial intelligence as a medical device community pathway on urgent suspected skin cancer referral demand: a retrospective real-world evaluation (ID17)
Stephan Blüthgen, Christian GreisEffloraBot: An AI-Driven Interactive Learning Tool for Structured Dermatological Descriptions (ID18)
Sebastian Hochreiter, Harald KittlerAdapting a Multimodal Vision Foundation Model as a Universal Feature Extractor for Nail Pigmentation Diagnosis: A Non-Linear Probing Approach Using PanDerm (ID19)
Regina Shaikhutdinova, Namrata Singh, Julia Staller, Martin Simon, Johannes GrissSystematic Benchmark of H&E-to-Transcriptomics Prediction in Skin Tissue (ID20)
Laura Serra-García, Nuria Ferrera, Clément Lenoir, Ana Claudia Rivas, Adriana Garcia-Herrera, Llúcia Alòs, Natàlia Castrejón, Brian M D'Alessandro, Míriam Potrony, Cèlia Bàdenas, Paula Aguilera, Daniel Rizo-Potau, Natalia Espinosa, Cristina Carrera, Sebastian Podlipnik, Susana Puig, Josep MalvehyExternal Validation and Characterization of a Convolutional Neural Network in a Large High-Risk Melanoma Cohort (ID21)
Sebastian Podlipnik, Joan Ficapal, Amalia Luna, Laura Serra, Cristina Carrera, Susana Puig, Josep MalvehyEpisode-Based Melanoma Risk Stratification Using Artificial Intelligence: Development and Validation of Time-Updated Prognostic Models (ID22)
Max Torop, Masih Eskandar, Nicholas Kurtansky, Jinyang Liu, Jochen Weber, Octavia Camps, Veronica Rotemberg, Jennifer Dy, Kivanc KoseQuantitative Skin Attribute Grounding and Retrieval with Multimodal Large Language Models (ID23)
Anup Saha, Laura Serra-García, Solomon Chibuzo Nwafor, Nuria Ferrera, Clément Lenoir, Rafael Garcia, Josep MalvehyGraph-Based Multimodal AI for Personalized Melanoma Risk Assessment and Skin Lesion Analysis (ID24)
Christos Diamantidis, Åsa Ingvar, Kai Munte, Tamar Nijsten, Marlies WakkeeRaising the Standard for Skin Tone Annotations: a Comparison of the Fitzpatrick and Monk Scales in a Diverse Multiethnic Cohort (ID25)
Naomi May Mueller, Elisabeth Victoria Goessinger, Philippe Gottfrois, Alexander Navarini, Christian GreisDiagnostic concordance of text-based AI in teledermatology: A retrospective Swiss study (ID26)
Margot McLauchlan, Chloe Jacklin, Diana Han, Dilraj Kalsi, Joshua Luck, Dan MullarkeyReal-world performance of a CE Class III Artificial Intelligence as a Medical Device in the assessment of suspicious skin lesions (ID27)
Sarah Haggenmüller, Lukas Heinlein, Julia Abels, Jana Winterstein, Christoph Wies, Arlene Kühn, Hendrik Mehrtens, Jochen Sven Utikal, Sebastian Wohlfeil, Friedegund Meier, Sarah Hobelsberger, Frank Friedrich Gellrich, Mildred Sergon, Axel Hauschild, Lars Einar French, Lucie Heinzerling, Justin Gabriel Schlager, Kamran Ghoreschi, Max Schlaak, Franz Joachim Hilke, Gabriela Poch, Sören Korsing, Carola Berking, Markus Heppt, Michael Erdmann, Sebastian Haferkamp, Konstantin Drexler, Dirk Schadendorf, Wiebke Sondermann, Matthias Goebeler, Bastian Schilling, Jakob Kather, Stefan Fröhling, Mar LIamas-Velasco, Luis Requena, Gerardo Ferrara, Maite Fernandez-Figueras, Sylvie Fraitag, Cornelia S. Müller, Hans Starz, Heinz Kutzner, Raymond Barnhill, Richard Carr, Stephan Braun, Tim Holland-Letz, Titus Josef BrinkerExpert-informed melanoma classification with dermoscopic and histopathologic data: Results and recommendations for practice (ID28)
Monika Molnarova, Alessio Lampis, Oliver Kubesch, Harald SchnidarThree Dimensions of Wound Healing: AI-Assisted Planimetric, Volumetric, and Clinimetric Assessment of Chronic Wounds (ID29)
Oliver Kubesch, Monika Molnarova, Chiara Agostini, Harald SchnidarInjection Site Reaction Monitoring Reimagined: AI-Powered Detection and Inclusive Quantification (ID30)
Anna Slian, Katarzyna Korecka, Natalia Salwowska, Aleksander Kempski, Damian Borys, Adriana Polańska, Joanna CzajkowskaDeep Learning-Based Hair Segmentation in UVFD Images (ID31)
Korecka Katarzyna, Anna Slian, Irmina Lepiarczyk, Adriana Polańska, Joanna CzajkowskaIntegrating automated analysis of HFUS images into clinical workflows (ID32)
Monika Molnarova, Mariona Oliver, Jannik Rousel, Menthe Bergmans, Tessa Niemeyer-van der Kolk, Martijn van Doorn, Vasileios Exadaktylos, Robert Rissmann, Harald SchnidarSmart Imaging and Deep Learning for Objective Psoriasis Lesion Scoring: A Scarletred Proof-of-Concept Study (ID33)
Clement Lenoir, Nuria Ferrera, Susana Puig, Sebastian Podlipnik, Cristina Carrera, Laura Serra, Hans Peter Soyer, Clare Primiero, Rafael Garcia, Sana Nazari, Maximilian Dreyer, Josep MalvehyExplainable AI in Dermatology: Models and Devices to Support Clinical Practice (ID34)
Jonathan Shapiro, Mor Atlas, Yuliya Valdman, Adi Saadia, Romi Gleicher, Ibrahim Alatawna, Yotam AdiDiagnostic Reliability and Morphological Realism of AI-Generated Synthetic Dermatological Images: Implications for Dermatology AI Training Data (ID35)
Tooba Imtiaz, Milind Rajadhyaksha, Kivanc Kose, Jennifer DyCD-RCM: Generalizable Continuous-Depth Novel View Synthesis for Reflectance Confocal Microscopy (ID36)