Kostas Marias

University of Crete — Greece

Medicine · Health Sciences

38h-index6.4kcitations409works8.82yr avg
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Research Topics

Radiomics and Machine Learning in Medical Imaging(96), MRI in cancer diagnosis(58), AI in cancer detection(49), Advanced MRI Techniques and Applications(31), Medical Image Segmentation Techniques(28)

Publications408 total

A critical review of explainable deep learning in lung cancer diagnosis
Artificial Intelligence Review·2025· 1 citedOpen Access
Rethinking Privacy in Medical Imaging AI: From Metadata and Pixel-Level Identification Risks to Federated Learning and Synthetic Data Challenges
Radiology Artificial Intelligence·2025· 1 cited
Efficacy of an instant messaging-based life-skills training program to prevent behavioral risk factors among adolescents in Europe: study protocol of a cluster-randomized controlled trial
BMC Psychology·2025Open Access
Scalable Clinical Annotation with Location Evidence (SCALE)
Computers in Biology and Medicine·2025Open Access
Explainable Radiomics-Based Model for Automatic Image Quality Assessment in Breast Cancer DCE MRI Data
Journal of Imaging·2025Open Access
Multifaceted Preprocessing Optimization for Post-Mortem Radiomics Analysis: A Pilot Study on Forensic Age Estimation Using Proximal Femur Radiomics
Journal of Imaging Informatics in Medicine·2025
Self-supervised learning leads to improved performance in biparametric prostate MRI classification
Computers in Biology and Medicine·2025Open Access
Explainable Radiomics‐Based Model for Automatic Image Quality Assessment in Breast Cancer Dce Mri Data
Preprints.org·2025Open Access
In Reply: Predicting Intracranial Pressure Levels: A Deep Learning Approach Using Computed Tomography Brain Scans
Neurosurgery·2025
Radiomics vs. Deep Learning in Autism Classification Using Brain MRI: A Systematic Review
Applied Sciences·2025· 1 citedOpen Access
Harmonization strategies in multi-centric and multi-vendor prostate MRI and their impact on deep learning models’ generalization ability
2025
The Hidden Challenge: Building Datasets for Artificial Intelligence-Based Intracranial Pressure Prediction
World Neurosurgery·2025Open Access
Radiomics vs Deep Learning in Autism Classification Using Brain MRI: A Systematic Review
Preprints.org·2025Open Access
Semantic Segmentation of Diabetic Retinopathy Lesions Using Deep Learning
SN Computer Science·2025· 1 cited
The eHealtHeart Mobile Application for Managing Cardiac Toxicity in Patients with Breast Cancer: Preliminary Results From the CARDIOCARE Multicenter Study (Preprint)
2025Open Access
Improving Clinically Significant Prostate Cancer Detection with a Multimodal Machine Learning Approach: A Large-Scale Multicenter Study
Radiology Imaging Cancer·2025Open Access
Development, implementation, and validation of an open-source Federated Learning platform to accelerate innovation and boost personalized medicine in rare and ultra-rare haematological diseases: an initiative by GenoMed4All Consortium
2025Open Access
Foundation models for radiology—the position of the AI for Health Imaging (AI4HI) network
Insights into Imaging·2025· 7 citedOpen Access
Uplift Modeling for Treatment Effect Estimation in the Prostate Cancer Treatment Landscape
Lecture notes in computer science·2025
Predicting Intracranial Pressure Levels: A Deep Learning Approach Using Computed Tomography Brain Scans
Neurosurgery·2025
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Frequent Co-authors

Manolis Tsiknakis(28), Haridimos Kondylakis(12), Lefteris Koumakis(10), Georgios C. Manikis(9), Giorgos Giannakakis(8), Matthew Pediaditis(8), Panagiotis G. Simos(8), Apostolos H. Karantanas(7), Dimitris Manousos(6), Anastasia Pampouchidou(6), Eleni Kazantzaki(5), Eleftherios Trivizakis(5), Georgios Z. Papadakis(5), Vangelis Sakkalis(5), Norbert Graf(5), Gabriella Pravettoni(5), Ketti Mazzocco(5), Franco Chiarugi(4), Luis Martí‐Bonmatí(4), Fred Prior(4)