Polyxeni Gkontra

Orcid: 0000-0001-8828-6143

According to our database1, Polyxeni Gkontra authored at least 13 papers between 2011 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Links

Online presence:

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Bibliography

2023
Cardiometabolic risk estimation using exposome data and machine learning.
Int. J. Medical Informatics, November, 2023

Machine and deep learning for longitudinal biomedical data: a review of methods and applications.
Artif. Intell. Rev., November, 2023

Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&Ms Challenge.
IEEE J. Biomed. Health Informatics, July, 2023

2021
Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Segmentation: The M&Ms Challenge.
IEEE Trans. Medical Imaging, 2021

Federated Learning for Multi-Center Imaging Diagnostics: A Study in Cardiovascular Disease.
CoRR, 2021

A new scheme for the assessment of the robustness of Explainable Methods Applied to Brain Age estimation.
Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

2020
Stacked BCDU-Net with Semantic CMR Synthesis: Application to Myocardial Pathology Segmentation Challenge.
Proceedings of the Myocardial Pathology Segmentation Combining Multi-Sequence Cardiac Magnetic Resonance Images, 2020

2015
A 3D Fractal-Based Approach towards Understanding Changes in the Infarcted Heart Microvasculature.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015

2014
Gradient-Based Reliability Maps for ACM-Based Segmentation of Hippocampus.
IEEE Trans. Biomed. Eng., 2014

2013
Hippocampus segmentation through gradient based reliability maps for local blending of ACM energy terms.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

2012
Hippocampus segmentation by optimizing the local contribution of image and prior terms, through graph cuts and multi-atlas.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Segmentation through a local and adaptive weighting scheme, for contour-based blending of image and prior information.
Proceedings of CBMS 2012, 2012

2011
Novel approaches for medication compliance and effectiveness analysis and support in cardiovascular disease patients.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011


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