Active contours driven by local and global fitted image models for image segmentation robust to intensity inhomogeneity.

by Farhan Akram, Miguel Angel Garcia, Domenec Puig
Published 2017-01-01

Breast Cancer Detection in Thermal Infrared Images Using Representation Learning and Texture Analysis Methods

by Mohamed Abdel-Nasser, Antonio Moreno, Domenec Puig
Published 2019-01-01

A Probabilistic Approach for Breast Boundary Extraction in Mammograms

by Hamed Habibi Aghdam, Domenec Puig, Agusti Solanas
Published 2013-01-01

The Impact of Pixel Resolution, Integration Scale, Preprocessing, and Feature Normalization on Texture Analysis for Mass Classification in Mammograms

by Mohamed Abdel-Nasser, Jaime Melendez, Antonio Moreno, Domenec Puig
Published 2016-01-01

LungINFseg: Segmenting COVID-19 Infected Regions in Lung CT Images Based on a Receptive-Field-Aware Deep Learning Framework

by Vivek Kumar Singh, Mohamed Abdel-Nasser, Nidhi Pandey, Domenec Puig
Published 2021-01-01

Machine Learning Based Method for Estimating Energy Losses in Large-Scale Unbalanced Distribution Systems with Photovoltaics

by Karar Mahmoud, Mohamed Abdel-Nasser, Heba Kashef, Domenec Puig, Matti Lehtonen
Published 2021-03-01

Efficient Stain-Aware Nuclei Segmentation Deep Learning Framework for Multi-Center Histopathological Images

by Loay Hassan, Mohamed Abdel-Nasser, Adel Saleh, Osama A. Omer, Domenec Puig
Published 2021-04-01

Promising Deep Semantic Nuclei Segmentation Models for Multi-Institutional Histopathology Images of Different Organs

by Loay Hassan, Adel Saleh, Mohamed Abdel-Nasser, Osama A. Omer, Domenec Puig
Published 2021-05-01

Link quality prediction in wireless community networks using deep recurrent neural networks

by Mohamed Abdel-Nasser, Karar Mahmoud, Osama A. Omer, Matti Lehtonen, Domenec Puig
Published 2020-10-01

Individualized 3D scanning and printing for non-melanoma skin cancer brachytherapy: a financial study for its integration into clinical workflow

by Meritxell Arenas, Sebastià Sabater, Andreu Sintas, Monica Arguís, Víctor Hernández, Miguel Árquez, Iolanda López, Àngeles Rovirosa, Doménec Puig
Published 2017-05-01

Recognizing Food Places in Egocentric Photo-Streams Using Multi-Scale Atrous Convolutional Networks and Self-Attention Mechanism

by Md. Mostafa Kamal Sarker, Hatem A. Rashwan, Farhan Akram, Estefania Talavera, Syeda Furruka Banu, Petia Radeva, Domenec Puig
Published 2019-01-01

Fully Automated Breast Density Segmentation and Classification Using Deep Learning

by Nasibeh Saffari, Hatem A. Rashwan, Mohamed Abdel-Nasser, Vivek Kumar Singh, Meritxell Arenas, Eleni Mangina, Blas Herrera, Domenec Puig
Published 2020-11-01

FCA-Net: Adversarial Learning for Skin Lesion Segmentation Based on Multi-Scale Features and Factorized Channel Attention

by Vivek Kumar Singh, Mohamed Abdel-Nasser, Hatem A. Rashwan, Farhan Akram, Nidhi Pandey, Alain Lalande, Benoit Presles, Santiago Romani, Domenec Puig
Published 2019-01-01

Testing a Deep Learning Algorithm for Detection of Diabetic Retinopathy in a Spanish Diabetic Population and with MESSIDOR Database

by Marc Baget-Bernaldiz, Romero-Aroca Pedro, Esther Santos-Blanco, Raul Navarro-Gil, Aida Valls, Antonio Moreno, Hatem A. Rashwan, Domenec Puig
Published 2021-07-01