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ORCIDJosep Malvehy
Person information
- affiliation: Hospital Clinic of Barcelona, Dermatology Department, IDIBAPS, Melanoma Unit, Spain
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2020 – today
- 2025
[i4]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, Hassan Hayat, Clare Primiero, H. Peter Soyer, Josep Malvehy, Rafael García:
The iToBoS dataset: skin region images extracted from 3D total body photographs for lesion detection. CoRR abs/2501.18270 (2025)- 2022
- [c10]Carlos Hernández-Pérez
, Marc Combalia Escudero, Susana Puig, Josep Malvehy, Verónica Vilaplana Besler:
Contrastive and Attention-Based Multiple Instance Learning for the Prediction of Sentinel Lymph Node Status from Histopathologies of Primary Melanoma Tumours. CaPTion@MICCAI 2022: 57-66 - 2020
- [c9]Marc Combalia, Ferran Hueto, Susana Puig, Josep Malvehy, Verónica Vilaplana:
Uncertainty Estimation in Deep Neural Networks for Dermoscopic Image Classification. CVPR Workshops 2020: 3211-3220 - [i3]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:
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. CoRR abs/2004.06510 (2020) - [i2]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:
A Patient-Centric Dataset of Images and Metadata for Identifying Melanomas Using Clinical Context. CoRR abs/2008.07360 (2020)
2010 – 2019
- 2019
- [j5]Konstantin Korotkov, Josep Quintana, Ricard Campos, America Jesus-Silva, Pablo Iglesias, Susana Puig, Josep Malvehy, Rafael García:
An Improved Skin Lesion Matching Scheme in Total Body Photography. IEEE J. Biomed. Health Informatics 23(2): 586-598 (2019) - [c8]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:
Polarized Multispectral Imaging for the Diagnosis of Skin Cancer. CIC 2019: 381-385 - [c7]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: 121-129 - [i1]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 abs/1908.02288 (2019) - 2018
- [j4]Liam J. Caffery, David A. Clunie, Clara Curiel-Lewandrowski, Josep Malvehy, H. Peter Soyer, Allan Halpern:
Transforming Dermatologic Imaging for the Digital Era: Metadata and Standards. J. Digit. Imaging 31(4): 568-577 (2018) - [j3]Laura Rey-Barroso, Francisco J. Burgos-Fernández, Xana Delpueyo, Miguel Ares, Santiago Royo, Josep Malvehy, Susana Puig, Meritxell Vilaseca:
Visible and Extended Near-Infrared Multispectral Imaging for Skin Cancer Diagnosis. Sensors 18(5): 1441 (2018) - 2017
- [c6]Laura Rey-Barroso, Francisco J. Burgos-Fernández, Xana Delpueyo, Miguel Ares, Santiago Royo, Josep Malvehy, Susana Puig, Meritxell Vilaseca:
Infrared Imaging Spectroscopic System for the Detection of Skin Cancer: Preliminary results. CIC 2017: 345-350 - 2015
- [j2]Konstantin Korotkov, Josep Quintana, Susana Puig, Josep Malvehy, Rafael García:
A New Total Body Scanning System for Automatic Change Detection in Multiple Pigmented Skin Lesions. IEEE Trans. Medical Imaging 34(1): 317-338 (2015) - 2013
- [c5]Ruben Nicolas, Albert Fornells, Elisabet Golobardes, Guiomar Corral, Susana Puig, Joseph Malvehy:
Melanoma Diagnosis Based on Collaborative Multi-Label Reasoning. CCIA 2013: 283-292
2000 – 2009
- 2008
- [j1]Albert Fornells, Eva Armengol, Elisabet Golobardes, Susana Puig, Josep Malvehy:
Experiences Using Clustering and Gernalization for Knowledge Discovery in Melanomas Domain. Trans. Mach. Learn. Data Min. 1(2): 49-65 (2008) - [c4]Ruben Nicolas, Elisabet Golobardes, Albert Fornells, Sonia Segura, Susana Puig, Cristina Carrera, Joseph Palou, Josep Malvehy:
Using Ensemble-Based Reasoning to Help Experts in Melanoma Diagnosis. CCIA 2008: 178-185 - [c3]David Vernet, Ruben Nicolas, Elisabet Golobardes, Albert Fornells, Carles Garriga, Susana Puig, Joseph Malvehy:
Pattern Discovery in Melanoma Domain Using Partitional Clustering. CCIA 2008: 323-330 - [c2]Albert Fornells, Eva Armengol, Elisabet Golobardes, Susana Puig, Josep Malvehy:
Experiences Using Clustering and Generalizations for Knowledge Discovery in Melanomas Domain. ICDM 2008: 57-71 - [c1]Ruben Nicolas, Elisabet Golobardes, Albert Fornells, Susana Puig, Cristina Carrera, Josep Malvehy:
Identification of Relevant Knowledge for Characterizing the Melanoma Domain. IWPACBB 2008: 55-59
Coauthor Index
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