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Carlos Hernandez Perez
Carlos Hernandez Perez
Verified email at upc.edu
Title
Cited by
Cited by
Year
SurvLIMEpy: A python package implementing SurvLIME
C Pachón-García, C Hernández-Pérez, P Delicado, V Vilaplana
arXiv preprint arXiv:2302.10571, 2023
22023
SurvLIMEpy: a python package implementing SurvLIME
C Pachón-García, C Hernández-Pérez, P Delicado, V Vilaplana
Expert Systems with Applications 237, 121620, 2024
12024
Contrastive and Attention-Based Multiple Instance Learning for the Prediction of Sentinel Lymph Node Status from Histopathologies of Primary Melanoma Tumours
CH Perez, MC Escudero, S Puig, J Malvehy, VV Besler
MICCAI Workshop on Cancer Prevention through Early Detection, 57-66, 2022
12022
Skin lesion analysis on the use of contextual information for melanoma identi cation in dermoscopic images
C Hernández Pérez
Universitat Politècnica de Catalunya, 2020
12020
Interpreting Machine Learning Models for Survival Analysis: A Study of Cutaneous Melanoma Using the SEER Database
C Hernández-Pérez, C Pachón-García, P Delicado, V Vilaplana
International Workshop on Explainable Artificial Intelligence in Healthcare …, 2023
2023
Sentinel lymph node status prediction using self-attention networks and contrastive learning from routine histology images of primary tumours
C Hernandez-Perez, V Vilaplana, J Malvehy, M Combalia
Medical Imaging with Deep Learning, 2022
2022
Sentinel lymph node status prediction with self-attention neural networks using histologies of primary melanoma tumours
C Hernández, M Combalia, J Malvehy, V Vilaplana, S Podlipnik, A Kiroglu, ...
European Association of Dermato Oncology (EADO), 2022
2022
Artificial intelligence to predict positivity of sentinel lymph node biopsy in melanoma patients
M Combalia, S Podlipnik, C Hernández, S García, J Ficapal, J Burgos, ...
European Association of Dermato Oncology (EADO), 2022
2022
Implementation of personalized medicine in cutaneous melanoma patients aided by artificial intelligence
MC Carlos Hernandez, Anil Kiroglu, Sergio Garcia, Joan Ficapal, Julio Burgos ...
World Congress of Melanoma, 245-246, 2021
2021
Implementation of personalized medicine in cutaneous melanoma patients aided by artificial intelligence.
MC Sebastian Podlipnik, Carlos Hernandez, Anil Kiroglu, Sergio Garcia, Joan ...
Cliniccai (MICCAI worksop), 2021
2021
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