Marc Combalia

According to our database, Marc Combalia authored at least 9 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Guest Editorial Skin Image Analysis in the Age of Deep Learning.

M. Emre Celebi, Catarina Barata, Allan Halpern, Philipp Tschandl, Marc Combalia, Yuan Liu

IEEE J. Biomed. Health Informatics, 2023

2022

Guest editorial: Image analysis in dermatology.

M. Emre Celebi, Catarina Barata, Allan Halpern, Philipp Tschandl, Marc Combalia, Yuan Liu

Medical Image Anal., 2022

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, 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

CoRR, 2020

Uncertainty Estimation in Deep Neural Networks for Dermoscopic Image Classification.

Marc Combalia, Ferran Hueto, Susana Puig, Josep Malvehy, Verónica Vilaplana

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

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

Powering the Internet of Things through Light Communication.

Ilker Demirkol, Daniel Camps-Mur, Josep Paradells, Marc Combalia, Wasiu O. Popoola, Harald Haas

IEEE Commun. Mag., 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

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019

2018

Monte-Carlo Sampling Applied to Multiple Instance Learning for Histological Image Classification.

Marc Combalia, Verónica Vilaplana

Proceedings of the Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support, 2018

2017

Cascaded V-Net Using ROI Masks for Brain Tumor Segmentation.

Adria Casamitjana, Marcel Catà, Irina Sánchez, Marc Combalia, Verónica Vilaplana

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2017