Polyxeni Gkontra

Data preparation for artificial intelligence in medical imaging: A comprehensive guide to open-access platforms and tools

2021 · 140 Zit. · Physica Medica

Explainable Artificial Intelligence and Cardiac Imaging: Toward More Interpretable Models

2023 · 88 Zit. · Circulation Cardiovascular Imaging

Clinician's guide to trustworthy and responsible artificial intelligence in cardiovascular imaging

2022 · 34 Zit. · Frontiers in Cardiovascular Medicine

Challenges of Machine Learning and AI (What Is Next?), Responsible and Ethical AI

2023 · 10 Zit.

Federated Learning for Multi-Center Imaging Diagnostics: A Study in Cardiovascular Disease

2021 · 8 Zit. · Research Square

Low-cost predictive models of dementia risk using machine learning and exposome predictors

2024 · 5 Zit. · Health and Technology

A Review of Evaluation Approaches for Explainable AI With Applications in Cardiology

2023 · 3 Zit.

Federated Learning for Multi-Center Imaging Diagnostics: A Study in Cardiovascular Disease

2021 · 1 Zit. · arXiv (Cornell University)

A Review of Evaluation Approaches for Explainable AI With Applications in Cardiology

2023 · 1 Zit.

Fairness-Aware Data Augmentation for Cardiac MRI Using Text-Conditioned Diffusion Models

2025 · 0 Zit. · Lecture notes in computer science

An assessment of the European Patient Summary for clinical research: a case study in cardiology

2024 · 0 Zit. · Dipòsit Digital de la Universitat de Barcelona (Universitat de Barcelona)