Spiros V. Georgakopoulos

University of Thessaly — Greece

Biochemistry, Genetics and Molecular Biology · Life Sciences

11h-index832citations60works2.12yr avg
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Research Topics

Single-cell and spatial transcriptomics(6), Machine Learning and Data Classification(6), Topic Modeling(5), Health, Environment, Cognitive Aging(5), Advanced Neural Network Applications(4)

Publications60 total

Binary black hole parameter estimation with hybrid CNN-Transformer Neural Networks
Astronomy and Computing·2025
Correction: Large language models for efficient topic modeling
Neural Computing and Applications·2025Open Access
Boosting neural network performance for high dimensional data through random projections
Pattern Recognition Letters·2025
Large language models for efficient topic modeling
Neural Computing and Applications·2025Open Access
Short-term impacts of weather conditions on biomarkers among urban adults in Greece
2025
Enhancing Machine Learning Models for Medical Coding: Diagnostic Codes Mapping and Synthetic Clinical Notes
2025
Reducing Artifact Preprocessing in Heart Rate Variability-Based Personalized Psychosis Prediction Using Adaptive Long Short-Term Memory Models
International Journal of Neural Systems·2025· 1 cited
Transforming Medical Practice: Harnessing the Power of Big Data and Machine Learning for Predictive Precision Medicine
2025
LSTM-Based Classification of Psychiatric Disorders Using Ultra-Short Raw ECG Signals
2025
Enhancing mathematics education for students with special educational needs through generative AI: A case study in Greece
Contemporary Educational Technology·2024· 20 citedOpen Access
Leveraging Large Language Models for Information Extraction: Identifying microRNA - Gene Interactions in Biomedical Literature
2024
Interpretable Medical Image Diagnosis Methodology using Convolutional Neural Networks and Bayesian Networks
2024· 3 cited
Harnessing LSTMs for Enhanced Prediction of Psychotic Episodes in Schizophrenia Spectrum
2024· 1 cited
Hyperdimensional Computing Approaches in Single Cell RNA Sequencing Classification
2024· 1 cited
Who Writes the Review, Human or AI?
arXiv (Cornell University)·2024· 3 citedOpen Access
Evaluation of an electronic prescription platform: Clinicians’ feedback on three distinct services aiming to facilitate clinical decision and safer e-prescription
Research in Social and Administrative Pharmacy·2024· 7 citedOpen Access
Investigating the overlap of machine learning algorithms in the final results of RNA-seq analysis on gene expression estimation
Health Information Science and Systems·2024· 7 citedOpen Access
Developing predictive precision medicine models by exploiting real-world data using machine learning methods
Journal of Applied Statistics·2024· 3 citedOpen Access
HCER: Hierarchical Clustering-Ensemble Regressor
Communications in computer and information science·2024
Boosting Neural Network Performance for High Dimensional Data Through Random Projections
SSRN Electronic Journal·2024Open Access
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Frequent Co-authors

Vassilis P. Plagianakos(46), Sotiris K. Tasoulis(37), Aristidis G. Vrahatis(15), Panagiotis Anagnostou(10), Panagiotis C. Theocharopoulos(8), Ilias Maglogiannis(6), Petros Barmpas(5), Matthew Prina(5), José Luís Ayuso‐Mateos(5), Ivet Bayes‐Marin(5), Francisco Félix Caballero(5), Laia Egea‐Cortés(5), Esther García‐Esquinas(5), Matilde Leonardi(5), Sergei Scherbov(5), Abdonas Tamošiūnas(5), Aleksander Gałaś(5), Albert Sánchez‐Niubò(5), Demosthenes B. Panagiotakos(5), Anastasia Tsoukala(4)