Comparative Evaluation of Classical Methods, Optimized Gabor Filters and LBP for Texture Feature Selection and Classification. - Jaime Melendez; Domenec Puig; Miguel Ángel García (CAIP, 2007)

Efficient distance-based per-pixel texture classification with Gabor wavelet filters. - Jaime Melendez; Miguel Ángel García; Domenec Puig (Pattern Anal. Appl., 2008)

Gabor-based texture classification through efficient prototype selection via normalized cut. - Jaime Melendez; Domenec Puig; Miguel Ángel García (ICIP, 2009)

On Adapting Pixel-based Classification to Unsupervised Texture Segmentation. - Jaime Melendez; Domenec Puig; Miguel Ángel García (ICPR, 2010)

Multi-level pixel-based texture classification through efficient prototype selection via normalized cut. - Jaime Melendez; Domenec Puig; Miguel Ángel García (Pattern Recognit., 2010)

Application-independent feature selection for texture classification. - Domenec Puig; Miguel Ángel García; Jaime Melendez (Pattern Recognit., 2010)

Supervised and unsupervised segmentation of textured images by efficient multi-level pattern classification. - Jaime Christian Meléndez Rodríguez (2010)

Supervised texture segmentation through a multi-level pixel-based classifier based on specifically designed filters. - Jaime Melendez; Xavier Gironés; Domenec Puig (ICIP, 2011)

Unsupervised texture-based image segmentation through pattern discovery. - Jaime Melendez; Miguel Ángel García; Domenec Puig; Maria Petrou (Comput. Vis. Image Underst., 2011)

Supervised Texture Classification Using Optimization Techniques. - Domenec Puig; Jaime Melendez; Agusti Solanas; Aïda Valls; Antonio Moreno (CCIA, 2012)

Potential of a Standalone Computer-Aided Detection System for Breast Cancer Detection in Screening Mammography. - Jaime Melendez; Clara I. Sánchez; Rianne Hupse; Bram van Ginneken; Nico Karssemeijer (Digital Mammography / IWDM, 2012)

Personalization of Serious Videogames for Occupational Engagement for Elderly. - Mario Andres Bruno; Roberto G. Aldunate; Jaime Melendez (IWAAL, 2013)

Analysis of Gabor-Based Texture Features for the Identification of Breast Tumor Regions in Mammograms. - Jordina Torrents-Barrena; Domenec Puig; Maria Ferre; Jaime Melendez; Joan Martí; Aïda Valls (CCIA, 2014)

Breast Masses Identification through Pixel-Based Texture Classification. - Jordina Torrents-Barrena; Domenec Puig; Maria Ferre; Jaime Melendez; Lorena Diez-Presa; Meritxell Arenas; Joan Martí (Digital Mammography / IWDM, 2014)

Multiple-instance learning for computer-aided detection of tuberculosis. - Jaime Melendez; Clara I. Sánchez; Rick H. H. M. Philipsen; Pragnya Maduskar; Bram van Ginneken (Computer-Aided Diagnosis, 2014)

Screening for Diabetic Retinopathy through Retinal Colour Fundus Images using Convolutional Neural Networks. - Jordina Torrents-Barrena; Jaime Melendez; Aïda Valls; Pere Romero; Domenec Puig (CCIA, 2015)

Automated localization of breast cancer in DCE-MRI. - Albert Gubern-Mérida; Robert Marti; Jaime Melendez; Jakob L. Hauth; Ritse M. Mann; Nico Karssemeijer; Bram Platel (Medical Image Anal., 2015)

A Novel Multiple-Instance Learning-Based Approach to Computer-Aided Detection of Tuberculosis on Chest X-Rays. - Jaime Melendez; Bram van Ginneken; Pragnya Maduskar; Rick H. H. M. Philipsen; Klaus Reither; Marianne Breuninger; Ifedayo M. O. Adetifa; Rahmatulai Maane; Helen Ayles; Clara I. Sánchez (IEEE Trans. Medical Imaging, 2015)

Localized Energy-Based Normalization of Medical Images: Application to Chest Radiography. - Rick H. H. M. Philipsen; Pragnya Maduskar; Laurens Hogeweg; Jaime Melendez; Clara I. Sánchez; Bram van Ginneken (IEEE Trans. Medical Imaging, 2015)

Computer-aided diagnosis of breast cancer via Gabor wavelet bank and binary-class SVM in mammographic images. - Jordina Torrents-Barrena; Domenec Puig; Jaime Melendez; Aïda Valls (J. Exp. Theor. Artif. Intell., 2016)

Automatic detection of pleural effusion in chest radiographs. - Pragnya Maduskar; Rick H. H. M. Philipsen; Jaime Melendez; Ernst Th. Scholten; Duncan Chanda; Helen Ayles; Clara I. Sánchez; Bram van Ginneken (Medical Image Anal., 2016)

On Combining Multiple-Instance Learning and Active Learning for Computer-Aided Detection of Tuberculosis. - Jaime Melendez; Bram van Ginneken; Pragnya Maduskar; Rick H. H. M. Philipsen; Helen Ayles; Clara I. Sánchez (IEEE Trans. Medical Imaging, 2016)

Breast tumor classification in ultrasound images using texture analysis and super-resolution methods. - Mohamed Abdel-Nasser; Jaime Melendez; Antonio Moreno; Osama Ahmed Omer; Domenec Puig (Eng. Appl. Artif. Intell., 2017)

Computer aided detection of tuberculosis on chest radiographs: An evaluation of the CAD4TB v6 system. - Keelin Murphy; Shifa Salman Habib; Syed Mohammad Asad Zaidi; Saira Khowaja; Aamir Khan; Jaime Melendez; Ernst Th. Scholten; Farhan Amad; Steven Schalekamp; Maurits Verhagen; Rick H. H. M. Philipsen; Annet Meijers; et al. (CoRR, 2019)

Sign recognition with an electronic glove driven by a neural network programmed on an 8-bit microcontroller. - Sergio Rodríguez Masumura; Luis Felipe Moncada Calmet; Jaime Melendez; Jorge Luis Alva Alarcón (ICSPCS, 2020)