Dimitris Kalatzis

University of Thessaly — Greece

Biochemistry, Genetics and Molecular Biology · Life Sciences

4h-index75citations12works2.12yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Spectroscopy Techniques in Biomedical and Chemical Research(7), Spectroscopy and Chemometric Analyses(5), Optical Imaging and Spectroscopy Techniques(2), Advanced X-ray and CT Imaging(2), Computational Drug Discovery Methods(1)

Publications12 total

Development of an Explainable Machine Learning Computational Model for the Prediction of Severe Complications After Orchiectomy in Stallions
Animals·2026Open Access
Comparing Explainable AI Models: SHAP, LIME, and Their Role in Electric Field Strength Prediction over Urban Areas
Electronics·2025· 2 citedOpen Access
Explainable AI-Driven Raman Spectroscopy for Rapid Bacterial Identification
Micro·2025· 2 citedOpen Access
Raman Spectra Classification of Pharmaceutical Compounds: A Benchmark of Machine Learning Models with SHAP-Based Explainability
Eng—Advances in Engineering·2025· 3 citedOpen Access
Explainable AI Models for IoT-Based Shaft Power Prediction and Comprehensive Performance Monitoring
Electronics·2025· 2 citedOpen Access
An Explainable Machine Learning Approach for IoT-Supported Shaft Power Estimation and Performance Analysis for Marine Vessels
Future Internet·2025· 4 citedOpen Access
Explainable AI for Spectral Analysis of Electromagnetic Fields
IEEE Access·2025· 3 citedOpen Access
P.5.7 COMPARISON OF EX VIVO WITH IN VIVO SPECTROSCOPIC FINGERPRINTS OF COLORECTAL CANCER TISSUES IN EXPERIMENTAL MOUSE MODEL SCID
Physica Medica·2024
Extended Analysis of Raman Spectra Using Artificial Intelligence Techniques for Colorectal Abnormality Classification
Journal of Imaging·2023· 8 citedOpen Access
Shedding Light on Colorectal Cancer: An In Vivo Raman Spectroscopy Approach Combined with Deep Learning Analysis
International Journal of Molecular Sciences·2023· 5 citedOpen Access
Advanced Raman Spectroscopy Based on Transfer Learning by Using a Convolutional Neural Network for Personalized Colorectal Cancer Diagnosis
Optics·2023· 15 citedOpen Access
Raman Spectroscopy: A Personalized Decision-Making Tool on Clinicians’ Hands for In Situ Cancer Diagnosis and Surgery Guidance
Cancers·2022· 30 citedOpen Access

Frequent Co-authors

Yiannis Kiouvrekis(7), Efstathios Efstathopoulos(6), Ellas Spyratou(5), Athanassios G. Kontos(5), Maria Anthi Kouri(4), Maria Karnachoriti(4), Ioannis Seimenis(4), Nikolaos Danias(3), Spyros Orfanoudakis(3), Theodor Panagiotakopoulos(3), Nikolaos Arkadopoulos(2), Katerina Gkirtzou(2), Sotiris Zikas(2), Zoran Lajic(2), Dimitris Papathanasiou(2), Ioannis Filippopoulos(2), Y. S. Raptis(1), Nektarios Koufopoulos(1), Abraham Pouliakis(1), Ioannis Stathopoulos(1)