Marc Combalia

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 11

Top Topics

Dermoscopy Images

Brain Tumor Segmentation

Monte Carlo Sampling

Multiple Instance

Top Venues

IEEE J. Biomed. Health Informatics

Medical Image Anal.

DLMIA/ML-CDS@MICCAI

Publications

M. Emre Celebi, Catarina Barata, Allan Halpern, Philipp Tschandl, Marc Combalia, Yuan Liu
Guest Editorial Skin Image Analysis in the Age of Deep Learning. IEEE J. Biomed. Health Informatics 27 (1) (2023)
M. Emre Celebi, Catarina Barata, Allan Halpern, Philipp Tschandl, Marc Combalia, Yuan Liu
Guest editorial: Image analysis in dermatology. Medical Image Anal. 79 (2022)
Veronica Rotemberg, Nicholas 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
A Patient-Centric Dataset of Images and Metadata for Identifying Melanomas Using Clinical Context. CoRR (2020)
Marc Combalia, Ferran Hueto, Susana Puig, Josep Malvehy, Verónica Vilaplana
Uncertainty Estimation in Deep Neural Networks for Dermoscopic Image Classification. CVPR Workshops (2020)
Marc Combalia, Javiera Pérez-Anker, Adriana García-Herrera, Llúcia Alos, Verónica Vilaplana, Ferran Marqués, Susana Puig, Josep Malvehy
Digitally Stained Confocal Microscopy through Deep Learning. MIDL (2019)
Ilker Demirkol, Daniel Camps-Mur, Josep Paradells, Marc Combalia, Wasiu O. Popoola, Harald Haas
Powering the Internet of Things through Light Communication. IEEE Commun. Mag. 57 (6) (2019)
Marc Combalia, Noel C. F. Codella, Veronica Rotemberg, Brian Helba, Verónica Vilaplana, Ofer Reiter, Allan C. Halpern, Susana Puig, Josep Malvehy
BCN20000: Dermoscopic Lesions in the Wild. CoRR (2019)
Adrià Casamitjana, Marcel Catà, Irina Sánchez, Marc Combalia, Verónica Vilaplana
Cascaded V-Net using ROI masks for brain tumor segmentation. CoRR (2018)
Marc Combalia, Verónica Vilaplana
Monte-Carlo Sampling Applied to Multiple Instance Learning for Histological Image Classification. DLMIA/ML-CDS@MICCAI (2018)
Marc Combalia, Verónica Vilaplana
Monte-Carlo Sampling applied to Multiple Instance Learning for Histological Image Classification. CoRR (2018)
Adria Casamitjana, Marcel Catà, Irina Sánchez, Marc Combalia, Verónica Vilaplana
Cascaded V-Net Using ROI Masks for Brain Tumor Segmentation. BrainLes@MICCAI (2017)