Marin Benčević

Training on Polar Image Transformations Improves Biomedical Image Segmentation

Marin Benčević, Irena Galić, Marija Habijan et al. · IEEE Access · 2021 · 66 citations · Full text

Medical Image Segmentation, Engineering, Machine Learning +21

Understanding skin color bias in deep learning-based skin lesion segmentation

Marin Benčević, Marija Habijan, Irena Galić et al. · Computer Methods and Programs in Biomedicine · 2024 · 43 citations · Full text

Self-supervised Learning as a Means to Reduce the Need for Labeled Data in Medical Image Analysis

Marin Benčević, Marija Habijan, Irena Galić et al. · 2022 30th European Signal Processing Conference (EUSIPCO) · 2022 · 11 citations · Full text

Convolutional Neural Network, Multiple Instance Learning, Engineering +25

Epicardial Adipose Tissue Segmentation from CT Images with A Semi-3D Neural Network

Marin Benčević, Marija Habijan, Irena Galić · 2021 · 10 citations · Full text

Segment-then-Segment: Context-Preserving Crop-Based Segmentation for Large Biomedical Images

Marin Benčević, Yuming Qiu, Irena Galić et al. · Sensors · 2023 · 10 citations · Full text