Asma Baccouche

Connected-UNets: a deep learning architecture for breast mass segmentation

Asma Baccouche, Begonya García-Zapirain, Cristián Castillo-Olea et al. · npj Breast Cancer · 2021 · 145 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +18

Ensemble Deep Learning Models for Heart Disease Classification: A Case Study from Mexico

Asma Baccouche, Begonya García-Zapirain, Cristián Castillo-Olea et al. · Information · 2020 · 122 citations · Full text

Engineering, Machine Learning, Ensemble-learning Framework +18

Breast Lesions Detection and Classification via YOLO-Based Fusion Models

Asma Baccouche, Begonya García-Zapirain, Cristián Castillo-Olea et al. · Computers, materials & continua/Computers, materials & continua (Print) · 2021 · 63 citations · Full text

Artificial Intelligence, Multiple Instance Learning, Engineering +21

Early detection and classification of abnormality in prior mammograms using image-to-image translation and YOLO techniques

Asma Baccouche, Begonya García-Zapirain, Yufeng Zheng et al. · Computer Methods and Programs in Biomedicine · 2022 · 63 citations · Full text

An integrated framework for breast mass classification and diagnosis using stacked ensemble of residual neural networks

Asma Baccouche, Begonya García-Zapirain, Adel Elmaghraby · Scientific Reports · 2022 · 46 citations · Full text