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List of works by Kostas Marias

A novel deep learning architecture outperforming 'off‑the‑shelf' transfer learning and feature‑based methods in the automated assessment of mammographic breast density

scientific article published on 12 September 2019

A novel method to detect heart beat rate using a mobile phone

scientific article published on 01 January 2010

Advancing COVID-19 differentiation with a robust preprocessing and integration of multi-institutional open-repository computer tomography datasets for deep learning analysis

scientific article published on 11 September 2020

Artificial intelligence radiogenomics for advancing precision and effectiveness in oncologic care (Review)

scientific article published on 11 May 2020

Comparing finite elements and finite differences for developing diffusive models of glioma growth

scientific article published on January 1, 2010

Deep Learning in mHealth for Cardiovascular Disease, Diabetes, and Cancer: Systematic Review

publication published on 04 April 2022

Developing the BOUNCE Psychological Ontology

scientific article published in proceedings of the iswc 2020 demos and industry tracks: from novel ideas to industrial practice

Evaluation framework for the multilevel macroscopic models of solid tumor growth in the glioma case

scientific article published on January 1, 2010

Extending 2-D Convolutional Neural Networks to 3-D for Advancing Deep Learning Cancer Classification With Application to MRI Liver Tumor Differentiation

scientific article published on 11 December 2018

In-Depth Analysis and Evaluation of Diffusive Glioma Models ⬇️

scientific article published on January 23, 2012

Interpretable artificial intelligence framework for COVID-19 screening on chest X-rays

scientific article published on 27 May 2020

Pollen Grain Classification Based on Ensemble Transfer Learning on the Cretan Pollen Dataset

scientific article published on 30 March 2022

Semantically-enabled Personal Medical Information Recommender

scientific article published in proceedings of the iswc 2015 posters & demonstrations track

Status and Recommendations of Technological and Data-Driven Innovations in Cancer Care: Focus Group Study

scientific article published on 15 December 2020

Technology-Based Innovations to Foster Personalized Healthy Lifestyles and Well-Being: A Targeted Review

scientific article

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