A novel method for objective selection of information sources using multi-kernel SVM and local scaling

HJ Areiza-Laverde, AE Castro-Ospina, ML Hernández… - Sensors, 2020 - mdpi.com
Advancement on computer and sensing technologies has generated exponential growth in
the data available for the development of systems that support decision-making in fields …

Breast Lesion Discrimination Using Saliency Features from MRI Sequences and MKL-Based Classification

HJ Areiza-Laverde, CA Duarte-Salazar… - … Congress on Pattern …, 2019 - Springer
Breast MRI interpretation requires that radiologists examine several images, depending on
the acquisition protocol that is managed in the health institution, a very subjective and time …

Characterizing ResNet Filters to Identify Positive and Negative Findings in Breast MRI Sequences

DM Marín-Castrillón, K Osorno-Castillo… - … Computer Sciences in …, 2020 - Springer
Training of deep learning models requires large and properly labeled datasets, which make
unfeasible using it for developing computer-aided diagnosis systems in medical imaging. As …

Characterizing ResNet Filters to Identify Positive and Negative Findings in Breast MRI Sequences

DM Marın-Castrillón, K Osorno-Castillo… - … in Engineering: 7th …, 2020 - books.google.com
Training of deep learning models requires large and properly labeled datasets, which make
unfeasible using it for developing computeraided diagnosis systems in medical imaging. As …

Multiple kernel learning applied to the prediction of prostate cancer recurrence from MRI radiomic features

DMM Castrillón, P Fontaine, K Gnep… - 2019 IEEE 19th …, 2019 - ieeexplore.ieee.org
Radiomics refers to the quantification of images by the extraction and analysis of a large
number of features from different modalities, aiming to establish potential links between …

Selección objetiva de secuencias de resonancia magnética relevantes para el diagnóstico de cáncer de mama utilizando MKL y SWM

HJ Areiza Laverde - 2019 - repositorio.itm.edu.co
El cáncer de mama es el segundo más común entre todos los tipos de cáncer, y es también
el más diagnosticado en mujeres, tanto en países desarrollados como en países en vías de …