Jaime Melendez

Publication Activity (10 Years)

Years Active: 2007-2020
Publications (10 Years): 6

Top Topics

Chest Radiographs

Texture Classification

Computer Aided Detection

Top Venues

IEEE Trans. Medical Imaging

Medical Image Anal.

Digital Mammography / IWDM

Publications

Sergio Rodríguez Masumura, Luis Felipe Moncada Calmet, Jaime Melendez, Jorge Luis Alva Alarcón
Sign recognition with an electronic glove driven by a neural network programmed on an 8-bit microcontroller. ICSPCS (2020)
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, Bram van Ginneken
Computer aided detection of tuberculosis on chest radiographs: An evaluation of the CAD4TB v6 system. CoRR (2019)
Mohamed Abdel-Nasser, Jaime Melendez, Antonio Moreno, Osama Ahmed Omer, Domenec Puig
Breast tumor classification in ultrasound images using texture analysis and super-resolution methods. Eng. Appl. Artif. Intell. 59 (2017)
Jordina Torrents-Barrena, Domenec Puig, Jaime Melendez, Aïda Valls
Computer-aided diagnosis of breast cancer via Gabor wavelet bank and binary-class SVM in mammographic images. J. Exp. Theor. Artif. Intell. 28 (1-2) (2016)
Pragnya Maduskar, Rick H. H. M. Philipsen, Jaime Melendez, Ernst Th. Scholten, Duncan Chanda, Helen Ayles, Clara I. Sánchez, Bram van Ginneken
Automatic detection of pleural effusion in chest radiographs. Medical Image Anal. 28 (2016)
Jaime Melendez, Bram van Ginneken, Pragnya Maduskar, Rick H. H. M. Philipsen, Helen Ayles, Clara I. Sánchez
On Combining Multiple-Instance Learning and Active Learning for Computer-Aided Detection of Tuberculosis. IEEE Trans. Medical Imaging 35 (4) (2016)
Jordina Torrents-Barrena, Jaime Melendez, Aïda Valls, Pere Romero, Domenec Puig
Screening for Diabetic Retinopathy through Retinal Colour Fundus Images using Convolutional Neural Networks. CCIA (2015)
Albert Gubern-Mérida, Robert Marti, Jaime Melendez, Jakob L. Hauth, Ritse M. Mann, Nico Karssemeijer, Bram Platel
Automated localization of breast cancer in DCE-MRI. Medical Image Anal. 20 (1) (2015)
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
A Novel Multiple-Instance Learning-Based Approach to Computer-Aided Detection of Tuberculosis on Chest X-Rays. IEEE Trans. Medical Imaging 34 (1) (2015)
Rick H. H. M. Philipsen, Pragnya Maduskar, Laurens Hogeweg, Jaime Melendez, Clara I. Sánchez, Bram van Ginneken
Localized Energy-Based Normalization of Medical Images: Application to Chest Radiography. IEEE Trans. Medical Imaging 34 (9) (2015)
Jordina Torrents-Barrena, Domenec Puig, Maria Ferre, Jaime Melendez, Joan Martí, Aïda Valls
Analysis of Gabor-Based Texture Features for the Identification of Breast Tumor Regions in Mammograms. CCIA (2014)
Jaime Melendez, Clara I. Sánchez, Rick H. H. M. Philipsen, Pragnya Maduskar, Bram van Ginneken
Multiple-instance learning for computer-aided detection of tuberculosis. Medical Imaging: Computer-Aided Diagnosis (2014)
Jordina Torrents-Barrena, Domenec Puig, Maria Ferre, Jaime Melendez, Lorena Diez-Presa, Meritxell Arenas, Joan Martí
Breast Masses Identification through Pixel-Based Texture Classification. Digital Mammography / IWDM (2014)
Mario Andres Bruno, Roberto G. Aldunate, Jaime Melendez
Personalization of Serious Videogames for Occupational Engagement for Elderly. IWAAL (2013)
Jaime Melendez, Clara I. Sánchez, Rianne Hupse, Bram van Ginneken, Nico Karssemeijer
Potential of a Standalone Computer-Aided Detection System for Breast Cancer Detection in Screening Mammography. Digital Mammography / IWDM (2012)
Domenec Puig, Jaime Melendez, Agusti Solanas, Aïda Valls, Antonio Moreno
Supervised Texture Classification Using Optimization Techniques. CCIA (2012)
Jaime Melendez, Miguel Ángel García, Domenec Puig, Maria Petrou
Unsupervised texture-based image segmentation through pattern discovery. Comput. Vis. Image Underst. 115 (8) (2011)
Jaime Melendez, Xavier Gironés, Domenec Puig
Supervised texture segmentation through a multi-level pixel-based classifier based on specifically designed filters. ICIP (2011)
Domenec Puig, Miguel Ángel García, Jaime Melendez
Application-independent feature selection for texture classification. Pattern Recognit. 43 (10) (2010)
Jaime Melendez, Domenec Puig, Miguel Ángel García
Multi-level pixel-based texture classification through efficient prototype selection via normalized cut. Pattern Recognit. 43 (12) (2010)
Jaime Melendez, Domenec Puig, Miguel Ángel García
On Adapting Pixel-based Classification to Unsupervised Texture Segmentation. ICPR (2010)
Jaime Melendez, Domenec Puig, Miguel Ángel García
Gabor-based texture classification through efficient prototype selection via normalized cut. ICIP (2009)
Jaime Melendez, Miguel Ángel García, Domenec Puig
Efficient distance-based per-pixel texture classification with Gabor wavelet filters. Pattern Anal. Appl. 11 (3-4) (2008)
Jaime Melendez, Domenec Puig, Miguel Ángel García
Comparative Evaluation of Classical Methods, Optimized Gabor Filters and LBP for Texture Feature Selection and Classification. CAIP (2007)