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Picture for Miguel A. Molina-Cabello

Miguel A. Molina-Cabello

Enforcing Morphological Information in Fully Convolutional Networks to Improve Cell Instance Segmentation in Fluorescence Microscopy Images


Jun 10, 2021
Willard Zamora-Cardenas, Mauro Mendez, Saul Calderon-Ramirez, Martin Vargas, Gerardo Monge, Steve Quiros, David Elizondo, David Elizondo, Miguel A. Molina-Cabello

* Accepted at the IWANN 2021 (International Work-Conference on Artificial and Natural Neural Networks) 

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Correcting Data Imbalance for Semi-Supervised Covid-19 Detection Using X-ray Chest Images


Aug 20, 2020
Saul Calderon-Ramirez, Shengxiang-Yang, Armaghan Moemeni, David Elizondo, Simon Colreavy-Donnelly, Luis Fernando Chavarria-Estrada, Miguel A. Molina-Cabello

* Under journal review 

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Radial basis function kernel optimization for Support Vector Machine classifiers


Jul 16, 2020
Karl Thurnhofer-Hemsi, Ezequiel López-Rubio, Miguel A. Molina-Cabello, Kayvan Najarian

* 9 pages, 5 figures, 1 table (main paper), 8 pages, 6 figures, 2 tables (supplementary material). To be submitted to IEEE Transactions on Neural Networks and Learning Systems 

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MixMOOD: A systematic approach to class distribution mismatch in semi-supervised learning using deep dataset dissimilarity measures


Jun 14, 2020
Saul Calderon-Ramirez, Luis Oala, Jordina Torrents-Barrena, Shengxiang Yang, Armaghan Moemeni, Wojciech Samek, Miguel A. Molina-Cabello

* The first two authors made equal contribution 

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