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)

Combining Two Lazy Learning Methods for Classification and Knowledge Discovery - A Case Study for Malignant Melanoma Diagnosis. - Eva Armengol; Susana Puig (KDIR, 2011)

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)

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)

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)

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)