Publications by authors named "Dimitris Kalles"

Claim this Profile
F
From Coordination to Personalization: A Trust-Aware Simulation Framework for AI-Driven Personalized Decision Support in Emergency Departments.
Zoi Lygizou, Dimitris Kalles

J Pers Med· November 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
E
Explainable AI for URL Threat Detection in Healthcare Cybersecurity: A Case Study Using LIME and SHAP.
Dimitrios Karapiperis, Georgios Feretzakis, Dimitris Kalles, Sarandis Mitropoulos

Stud Health Technol Inform· June 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
L
Leveraging Vision Transformers in Multimodal Models for Retinal OCT Analysis.
Georgios Feretzakis, Christina Karakosta, Aris Gkoulalas-Divanis, Anastasios Bisoukis, Iris Zoe Boufeas, Dimitris Kalles

Stud Health Technol Inform· May 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
M
Machine Learning and Urinary Incontinence in Prostate Cancer: A Generalized Additive Model of Physical Activity and Recovery Patterns.
Ioannis Manolitsis, Georgios Feretzakis, Lazaros Tzelves, Athanasios Anastasiou, George Dimitrakopoulos, Dimitris Kalles

Stud Health Technol Inform· May 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
P
Predicting Body Fat Percentage from Simple Anthropometric Measurements: A Machine Learning Approach.
Nikolaos Theodorakis, Georgios Feretzakis, Magdalini Kreouzi, Olga Fafoula, Christos Hitas, Dimitris Kalles

Stud Health Technol Inform· April 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
F
Forecasting Hospitalization Trends in the Greek Elderly Population.
Nikolaos Theodorakis, Georgios Feretzakis, Magdalini Kreouzi, Christos Hitas, Dimitrios Anagnostou, Dimitris Kalles

Stud Health Technol Inform· April 2025

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
D
Deep Learning for Melanoma Detection: A Deep Learning Approach to Differentiating Malignant Melanoma from Benign Melanocytic Nevi.
Magdalini Kreouzi, Nikolaos Theodorakis, Georgios Feretzakis, Evgenia Paxinou, Aikaterini Sakagianni, Dimitris Kalles

Cancers (Basel)· December 2024

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
L
Leveraging Cancer Therapy Peptide Data: A Case Study on Machine Learning Application in Accelerating Cancer Research.
Georgios Feretzakis, Athanasios Anastasiou, Stavros Pitoglou, Aikaterini Sakagianni, Zoi Rakopoulou, Dimitris Kalles

Stud Health Technol Inform· November 2024

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
S
Securing a Generative AI-Powered Healthcare Chatbot.
Georgios Feretzakis, Athanasios Anastasiou, Stavros Pitoglou, Evgenia Paxinou, Aris Gkoulalas-Divanis, Dimitris Kalles

Stud Health Technol Inform· November 2024

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
D
Data-Driven Approaches in Antimicrobial Resistance: Machine Learning Solutions.
Aikaterini Sakagianni, Christina Koufopoulou, Petros Koufopoulos, Sofia Kalantzi, Nikolaos Theodorakis, Dimitris Kalles

Antibiotics (Basel)· November 2024

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
T
The Synergy of Machine Learning and Epidemiology in Addressing Carbapenem Resistance: A Comprehensive Review.
Aikaterini Sakagianni, Christina Koufopoulou, Petros Koufopoulos, Georgios Feretzakis, Dimitris Kalles

Antibiotics (Basel)· October 2024

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
E
Enhancing Pulmonary Embolism Detection in COVID-19 Patients Through Advanced Deep Learning Techniques.
Georgios Feretzakis, Konstantinos Dalamarinis, Dimitris Kalles, Chairi Kiourt, Georgios Pantos

Stud Health Technol Inform· August 2024

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
E
Evaluating ChatGPT 4.0's User Satisfaction Among Doctors Across Different Medical Departments.
Loukas Triantafyllopoulos, Georgios Feretzakis, Lazaros Tzelves, Aikaterini Sakagianni, Vassilios S Verykios, Dimitris Kalles

Stud Health Technol Inform· August 2024

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
A
Advancing Cardiovascular Mortality Trend Analysis: A Machine Learning Approach to Predict Future Health Policy Needs.
Georgios Feretzakis, Nikolaos Theodorakis, Georgia Vamvakou, Christos Hitas, Dimitrios Anagnostou, Dimitris Kalles

Stud Health Technol Inform· August 2024

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
A
A Deep Learning Model for Classifying Histological Types of Colorectal Polyps.
Vasileios Panteris, Dimitris Kalles, Vassilios S Verykios, Stefani Vgenopoulou, Aikaterini Pierrakou

Stud Health Technol Inform· June 2023

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
A
Acceptance of Artificial Intelligence in Supporting Cancer Patients.
Ioannis Manolitsis, Lazaros Tzelves, Georgios Feretzakis, Dimitris Kalles, Vassilios S Verykios

Stud Health Technol Inform· June 2023

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
T
Training ChatGPT Models in Assisting Urologists in Daily Practice.
Ioannis Manolitsis, Georgios Feretzakis, Lazaros Tzelves, Dimitris Kalles, Stamatis Katsimperis

Stud Health Technol Inform· June 2023

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
C
Convolutional Neural Networks for Optical Discrimination Between Histological Types of Colorectal Polyps Based on White Light Endoscopic Images.
Vasileios Panteris, Georgios Feretzakis, Panagiotis Karantanos, Dimitris Kalles, Vassilios V Verykios

Stud Health Technol Inform· May 2023

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
U
Using Machine Learning to Predict Antimicrobial Resistance-A Literature Review.
Aikaterini Sakagianni, Christina Koufopoulou, Georgios Feretzakis, Dimitris Kalles, Vassilios S Verykios

Antibiotics (Basel)· February 2023

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
U
Using Machine Learning for Predicting the Hospitalization of Emergency Department Patients.
Georgios Feretzakis, Aikaterini Sakagianni, Dimitris Kalles, Evangelos Loupelis, Vasileios Panteris

Stud Health Technol Inform· June 2022

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
D
Discovering Association Rules in Antimicrobial Resistance in Intensive Care Unit.
Aikaterini Sakagianni, Georgios Feretzakis, Dimitris Kalles, Evangelos Loupelis, Zoi Rakopoulou

Stud Health Technol Inform· June 2022

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
U
Using Association Rules in Antimicrobial Resistance in Stone Disease Patients.
Ioannis Manolitsis, Georgios Feretzakis, Lazaros Tzelves, Dimitris Kalles, Evangelos Loupelis

Stud Health Technol Inform· June 2022

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
C
Cluster Analysis Assessment in Proposing a Surgical Technique for Benign Prostatic Enlargement.
Lazaros Tzelves, Georgios Feretzakis, Dimitris Kalles, Ioannis Manolitsis, Stamatis Katsimperis

Stud Health Technol Inform· June 2022

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
E
Exploratory Clustering for Emergency Department Patients.
Georgios Feretzakis, Aikaterini Sakagianni, Dimitris Kalles, Evangelos Loupelis, Lazaros Tzelves

Stud Health Technol Inform· June 2022

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis
U
Using Machine Learning Techniques to Predict Hospital Admission at the Emergency Department.
Georgios Feretzakis, George Karlis, Evangelos Loupelis, Dimitris Kalles, Rea Chatzikyriakou

J Crit Care Med (Targu Mures)· April 2022

Social Media Activity not collected for this article yet.

Sign Up to Request Social Media Analysis