Publications in 2024
CheXmask: a large-scale dataset of anatomical segmentation masks for multi-center chest x-ray images
![sinc_GMMSAMF24.doi](/sinc/sinc-publications/images/doi_small.png)
![sinc_GMMSAMF24.pdf](/sinc/sinc-publications/images/pdf.png)
Scientific Data, Number 1, page 511 - 2024
Class imbalance on medical image classification: towards better evaluation practices for discrimination and calibration performance
![sinc_MFMLF24.doi](/sinc/sinc-publications/images/doi_small.png)
![sinc_MFMLF24.pdf](/sinc/sinc-publications/images/pdf.png)
European Radiology - jun 2024
Demographically-Informed Prediction Discrepancy Index: Early Warnings of Demographic Biases for Unlabeled Populations
![sinc_MCEMF24.doi](/sinc/sinc-publications/images/doi_small.png)
![sinc_MCEMF24.pdf](/sinc/sinc-publications/images/pdf.png)
Transactions on Machine Learning Research - 2024
Briefings in Bioinformatics, Volume 25, Number 3 - 2024
IEEE Trans. on Neural Systems and Rehab. Eng. - 2024
Briefings in Bioinformatics, Volume 25, Number 4 - 2024
Publications in 2023
Biosystems Engineering, Volume 229, page 69-84 - 2023
Publications in 2022
Briefings in Bioinformatics - feb 2022
Network Neuroscience, page 1--17 - jan 2022
IEEE/ACM Transactions on Computational Biology and Bioinformatics, page 1--10 - 2022
Bioinformatics - aug 2022
Improving anatomical plausibility in medical image segmentation via hybrid graph neural networks: applications to chest x-ray analysis
![sinc_GMMMF22.doi](/sinc/sinc-publications/images/doi_small.png)
![sinc_GMMMF22.pdf](/sinc/sinc-publications/images/pdf.png)
IEEE Transactions on Medical Imaging - 2022
arXiv preprint arXiv:2211.07395 - 2022
Secondary structure prediction of long noncoding RNA: review and experimental comparison of existing approaches
![sinc_BEPGRFRCGAMS22.doi](/sinc/sinc-publications/images/doi_small.png)
![sinc_BEPGRFRCGAMS22.pdf](/sinc/sinc-publications/images/pdf.png)
Briefing in Bioinformatics - 2022
IEEE Transactions on Biomedical Engineering, Volume 69, Number 2, page 807--817 - feb 2022
Publications in 2021
ChronoRoot: High-throughput phenotyping by deep segmentation networks reveals novel temporal parameters of plant root system architecture
![sinc_GADLLRCMCBF21.doi](/sinc/sinc-publications/images/doi_small.png)
![sinc_GADLLRCMCBF21.pdf](/sinc/sinc-publications/images/pdf.png)
GigaScience, Volume 10, Number 7 - 2021
Machine Learning with Applications, Volume 6 - 2021
Computers in Biology and Medicine - 2021
Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), page 6630--6638 - 2021