Jaime Melendez
Radboud University Nijmegen(NL)Radboud University Medical Center(NL)
Publications by Year
Research Areas
Image Retrieval and Classification Techniques, AI in cancer detection, COVID-19 diagnosis using AI, Advanced Image and Video Retrieval Techniques, Radiomics and Machine Learning in Medical Imaging
Most-Cited Works
- → COVID-19 on Chest Radiographs: A Multireader Evaluation of an Artificial Intelligence System(2020)226 cited
- → An automated tuberculosis screening strategy combining X-ray-based computer-aided detection and clinical information(2016)147 cited
- → Automated localization of breast cancer in DCE-MRI(2014)134 cited
- → A Novel Multiple-Instance Learning-Based Approach to Computer-Aided Detection of Tuberculosis on Chest X-Rays(2014)131 cited
- → Breast tumor classification in ultrasound images using texture analysis and super-resolution methods(2016)112 cited
- → Computer-aided diagnosis for World Health Organization-defined chest radiograph primary-endpoint pneumonia in children(2020)79 cited
- → Automated chest-radiography as a triage for Xpert testing in resource-constrained settings: a prospective study of diagnostic accuracy and costs(2015)78 cited
- → On Combining Multiple-Instance Learning and Active Learning for Computer-Aided Detection of Tuberculosis(2015)57 cited
- → Localized Energy-Based Normalization of Medical Images: Application to Chest Radiography(2015)46 cited
- → Automatic detection of pleural effusion in chest radiographs(2015)40 cited