Josep Malvehy

According to our database, Josep Malvehy authored at least 18 papers between 2008 and 2022.

Collaborative distances:

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

2022

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

Proceedings of the Cancer Prevention Through Early Detection, 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

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, Sanjay E. Sarma

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

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

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

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

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

Proceedings of the 27th Color and Imaging Conference, 2019

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

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

2017

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

Proceedings of the 25th Color and Imaging Conference, 2017

2015

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

2013

Melanoma Diagnosis Based on Collaborative Multi-Label Reasoning.

Ruben Nicolas, Albert Fornells, Elisabet Golobardes, Guiomar Corral, Susana Puig, Joseph Malvehy

Proceedings of the Artificial Intelligence Research and Development, 2013

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

Identification of Relevant Knowledge for Characterizing the Melanoma Domain.

Ruben Nicolas, Elisabet Golobardes, Albert Fornells, Susana Puig, Cristina Carrera, Josep Malvehy

Proceedings of the 2nd International Workshop on Practical Applications of Computational Biology and Bioinformatics, 2008

Experiences Using Clustering and Generalizations for Knowledge Discovery in Melanomas Domain.

Albert Fornells, Eva Armengol, Elisabet Golobardes, Susana Puig, Josep Malvehy

Proceedings of the Advances in Data Mining. Medical Applications, 2008

Pattern Discovery in Melanoma Domain Using Partitional Clustering.

David Vernet, Ruben Nicolas, Elisabet Golobardes, Albert Fornells, Carles Garriga, Susana Puig, Joseph Malvehy

Proceedings of the Artificial Intelligence Research and Development, 2008

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

Proceedings of the Artificial Intelligence Research and Development, 2008