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Susana Puig
ORCID
Publication Activity (10 Years)
Years Active: 2008-2022
Publications (10 Years): 10
Top Topics
Skin Cancer
Illuminant Estimation
Change Detection
Multispectral
Top Venues
CIC
CoRR
CaPTion@MICCAI
IEEE J. Biomed. Health Informatics
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Publications
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Carlos Hernandez Perez
,
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)
Marc Combalia
,
Ferran Hueto
,
Susana Puig
,
Josep Malvehy
,
Verónica Vilaplana
Uncertainty Estimation in Deep Neural Networks for Dermoscopic Image Classification.
CVPR Workshops
(2020)
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
(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)
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)
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) (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)
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) (2018)
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)
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) (2015)
Ruben Nicolas
,
Albert Fornells
,
Elisabet Golobardes
,
Guiomar Corral
,
Susana Puig
,
Joseph Malvehy
Melanoma Diagnosis Based on Collaborative Multi-Label Reasoning.
CCIA
(2013)
Eva Armengol
,
Susana Puig
Combining Two Lazy Learning Methods for Classification and Knowledge Discovery - A Case Study for Malignant Melanoma Diagnosis.
KDIR
(2011)
Albert Fornells
,
Eva Armengol
,
Elisabet Golobardes
,
Susana Puig
,
Josep Malvehy
Experiences Using Clustering and Generalizations for Knowledge Discovery in Melanomas Domain.
ICDM
(2008)
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) (2008)
Ruben Nicolas
,
Elisabet Golobardes
,
Albert Fornells
,
Susana Puig
,
Cristina Carrera
,
Josep Malvehy
Identification of Relevant Knowledge for Characterizing the Melanoma Domain.
IWPACBB
(2008)
David Vernet
,
Ruben Nicolas
,
Elisabet Golobardes
,
Albert Fornells
,
Carles Garriga
,
Susana Puig
,
Joseph Malvehy
Pattern Discovery in Melanoma Domain Using Partitional Clustering.
CCIA
(2008)
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)