Research Explorer

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Researcher

Marin Benčević

Awards & Distinctions

8 Results

2024

Data efficient deep learning models for biomedical image segmentation

Marin BenčevićIrena GalićAleksandra PizuricaDanilo Babin

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

Marin BenčevićMarija HabijanIrena GalićDanilo BabinAleksandra Pizurica

A1 Journal Article in COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

2023

Counterfactual functional connectomes for neurological classifier selection

Nicolas VerchevalMarin BenčevićDario Mužević,Irena GalićAleksandra Pizurica

Segment-then-segment : context-preserving crop-based segmentation for large biomedical images

Marin BenčevićYuming QiuIrena GalićAleksandra Pizurica

A1 Journal Article in SENSORS

2022

Recent progress in epicardial and pericardial adipose tissue segmentation and quantification based on deep learning : a systematic review

Marin BenčevićIrena GalićMarija HabijanAleksandra Pizurica

A1 Journal Article in APPLIED SCIENCES-BASEL

Self-supervised learning as a means to reduce the need for labeled data in medical image analysis

Marin BenčevićMarija HabijanIrena GalićAleksandra Pizurica

Using the polar transform for efficient deep learning-based aorta segmentation in CTA images

Marin BenčevićMarija HabijanIrena GalićDanilo Babin

2021

Training on polar image transformations improves biomedical image segmentation

Marin BenčevićIrena GalicMarija HabijanDanilo Babin

A1 Journal Article in IEEE ACCESS