Using Ensemble-Based Reasoning to Help Experts in Melanoma Diagnosis. - Ruben Nicolas; Elisabet Golobardes; Albert Fornells; Sonia Segura; Susana Puig; Cristina Carrera; Joseph Palou; Josep Malvehy (CCIA, 2008)

Pattern Discovery in Melanoma Domain Using Partitional Clustering. - David Vernet; Ruben Nicolas; Elisabet Golobardes; Albert Fornells; Carles Garriga; Susana Puig; Joseph Malvehy (CCIA, 2008)

Experiences Using Clustering and Generalizations for Knowledge Discovery in Melanomas Domain. - Albert Fornells; Eva Armengol; Elisabet Golobardes; Susana Puig; Josep Malvehy (ICDM, 2008)

Identification of Relevant Knowledge for Characterizing the Melanoma Domain. - Ruben Nicolas; Elisabet Golobardes; Albert Fornells; Susana Puig; Cristina Carrera; Josep Malvehy (IWPACBB, 2008)

Experiences Using Clustering and Gernalization for Knowledge Discovery in Melanomas Domain. - Albert Fornells; Eva Armengol; Elisabet Golobardes; Susana Puig; Josep Malvehy (Trans. Mach. Learn. Data Min., 2008)

Melanoma Diagnosis Based on Collaborative Multi-Label Reasoning. - Ruben Nicolas; Albert Fornells; Elisabet Golobardes; Guiomar Corral; Susana Puig; Joseph Malvehy (CCIA, 2013)

A New Total Body Scanning System for Automatic Change Detection in Multiple Pigmented Skin Lesions. - Konstantin Korotkov; Josep Quintana; Susana Puig; Josep Malvehy; Rafael García (IEEE Trans. Medical Imaging, 2015)

Infrared Imaging Spectroscopic System for the Detection of Skin Cancer: Preliminary results. - Laura Rey-Barroso; Francisco J. Burgos-Fernández; Xana Delpueyo; Miguel Ares; Santiago Royo; Josep Malvehy; Susana Puig; Meritxell Vilaseca (CIC, 2017)

Transforming Dermatologic Imaging for the Digital Era: Metadata and Standards. - Liam J. Caffery; David A. Clunie; Clara Curiel-Lewandrowski; Josep Malvehy; H. Peter Soyer; Allan Halpern (J. Digit. Imaging, 2018)

Visible and Extended Near-Infrared Multispectral Imaging for Skin Cancer Diagnosis. - Laura Rey-Barroso; Francisco J. Burgos-Fernández; Xana Delpueyo; Miguel Ares; Santiago Royo; Josep Malvehy; Susana Puig; Meritxell Vilaseca (Sensors, 2018)

Polarized Multispectral Imaging for the Diagnosis of Skin Cancer. - Laura Rey-Barroso; Francisco J. Burgos-Fernández; Santiago Royo; Susana Puig; Josep Malvehy; Giovanni Pellacani; Xana Delpueyo; Sara Peña-Gutiérrez; Fernando Díaz-Doutón; Meritxell Vilaseca (CIC, 2019)

Digitally Stained Confocal Microscopy through Deep Learning. - Marc Combalia; Javiera Pérez-Anker; Adriana García-Herrera; Llúcia Alos; Verónica Vilaplana; Ferran Marqués; Susana Puig; Josep Malvehy (MIDL, 2019)

BCN20000: Dermoscopic Lesions in the Wild. - Marc Combalia; Noel C. F. Codella; Veronica Rotemberg; Brian Helba; Verónica Vilaplana; Ofer Reiter; Allan C. Halpern; Susana Puig; Josep Malvehy (CoRR, 2019)

An Improved Skin Lesion Matching Scheme in Total Body Photography. - Konstantin Korotkov; Josep Quintana; Ricard Campos; America Jesus-Silva; Pablo Iglesias; Susana Puig; Josep Malvehy; Rafael García (IEEE J. Biomed. Health Informatics, 2019)

Uncertainty Estimation in Deep Neural Networks for Dermoscopic Image Classification. - Marc Combalia; Ferran Hueto; Susana Puig; Josep Malvehy; Verónica Vilaplana (CVPR Workshops, 2020)

Hi Sigma, do I have the Coronavirus?: Call for a New Artificial Intelligence Approach to Support Health Care Professionals Dealing With The COVID-19 Pandemic. - Brian Subirana; Ferran Hueto; Prithvi Rajasekaran; Jordi Laguarta; Susana Puig; Josep Malvehy; Oriol Mitja; Antoni Trilla; Carlos Iván Moreno; José Francisco Muñoz Valle; Ana Esther Mercado González; Barbara Vizmanos; et al. (CoRR, 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)

Contrastive and Attention-Based Multiple Instance Learning for the Prediction of Sentinel Lymph Node Status from Histopathologies of Primary Melanoma Tumours. - Carlos Hernández-Pérez; Marc Combalia Escudero; Susana Puig; Josep Malvehy; Verónica Vilaplana Besler (CaPTion@MICCAI, 2022)

Overview of ImageCLEF 2025: Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications. - Bogdan Ionescu; Henning Müller; Dan-Cristian Stanciu; Alexandra-Georgiana Andrei; Ahmedkhan Radzhabov; Yuri Prokopchuk; Liviu-Daniel Stefan; Mihai Gabriel Constantin; Mihai Dogariu; Vassili Kovalev; Hendrik Damm; Johannes Rückert; et al. (CLEF, 2025)

ImageCLEF 2025: Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications. - Bogdan Ionescu; Henning Müller; Dan-Cristian Stanciu; Ahmad Idrissi-Yaghir; Ahmedkhan Radzhabov; Alba García Seco de Herrera; Alexandra Andrei; Andrea M. Storås; Asma Ben Abacha; Benjamin Bracke; Benjamin Lecouteux; Benno Stein 001; et al. (ECIR (5), 2025)

Comparative analysis and interpretability of survival models for melanoma prognosis. - Carlos Hernández-Pérez; Sebastian Podlipnik; Joan Ficapal; Susana Puig; Josep Malvehy; Verónica Vilaplana (Comput. Biol. Medicine, 2025)

The iToBoS dataset: skin region images extracted from 3D total body photographs for lesion detection. - Anup Saha; Joseph Adeola; Nuria Ferrera; Adam Mothershaw; Gisele Rezze; Séraphin Gaborit; Brian D'Alessandro; James Hudson; Gyula Szabó; Balázs E. Pataki; Hayat Rajani; Sana Nazari; et al. (CoRR, 2025)