Athanasios Anastasiou - Publications

Self-Supervised Pre-Training with Intensity Guided Masking for Enhanced Aorta Segmentation in CT.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 03, 2025

Brain Volume Correlations and Machine Learning Classification in Epilepsy Diagnosis.

Journal: Advances in experimental medicine and biology

Published: November 22, 2025

Deep Learning Discrimination for BCI Implementation Using 3D Convolutional Neural Network and EEG Topographic Maps.

Journal: Advances in experimental medicine and biology

Published: November 22, 2025

Enhanced Machine Learning Approach to ADHD Classification Using Actigraphy Data.

Journal: Studies in health technology and informatics

Published: July 01, 2025

Machine Learning in Adolescent Mental Health: Advanced Comorbidity Analysis and Text Mining Insights.

Journal: Healthcare (Basel, Switzerland)

Published: June 30, 2025

Machine Learning and Urinary Incontinence in Prostate Cancer: A Generalized Additive Model of Physical Activity and Recovery Patterns.

Journal: Studies in health technology and informatics

Published: May 17, 2025

Comparative Analysis of Deep Neural Networks for Automated Ulcerative Colitis Severity Assessment.

Journal: Bioengineering (Basel, Switzerland)

Published: February 27, 2025

Skin Microbiota: Mediator of Interactions Between Metabolic Disorders and Cutaneous Health and Disease.

Journal: Microorganisms

Published: December 24, 2024

Deep Learning for Melanoma Detection: A Deep Learning Approach to Differentiating Malignant Melanoma from Benign Melanocytic Nevi.

Journal: Cancers

Published: November 29, 2024

Leveraging Cancer Therapy Peptide Data: A Case Study on Machine Learning Application in Accelerating Cancer Research.

Journal: Studies in health technology and informatics

Published: November 22, 2024

Securing a Generative AI-Powered Healthcare Chatbot.

Journal: Studies in health technology and informatics

Published: November 22, 2024

From Affect Regulation to BMI: Unveiling Childhood Obesity Patterns Through Advanced Clustering Techniques.

Journal: Studies in health technology and informatics

Published: August 23, 2024