Hasil Pencarian - Aristidis G. Vrahatis

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  1. 1
    Graph Attention Networks: A Comprehensive Review of Methods and Applications

    Graph Attention Networks: A Comprehensive Review of Methods and Applications oleh Aristidis G. Vrahatis, Konstantinos Lazaros, Sotiris Kotsiantis

    Diterbitkan 2024-09-01
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  2. 2
    Recent Computational Approaches in Understanding the Links between Molecular Stress and Cancer Metastasis

    Recent Computational Approaches in Understanding the Links between Molecular Stress and Cancer Metastasis oleh Eugenia Papadaki, Petros Paplomatas, Panagiotis Vlamos, Aristidis G. Vrahatis

    Diterbitkan 2024-07-01
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  3. 3
    Exploring Promising Biomarkers for Alzheimer’s Disease through the Computational Analysis of Peripheral Blood Single-Cell RNA Sequencing Data

    Exploring Promising Biomarkers for Alzheimer’s Disease through the Computational Analysis of Peripheral Blood Single-Cell RNA Sequencing Data oleh Marios G. Krokidis, Aristidis G. Vrahatis, Konstantinos Lazaros, Panagiotis Vlamos

    Diterbitkan 2023-04-01
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  4. 4
    The RODI mHealth app Insight: Machine-Learning-Driven Identification of Digital Indicators for Neurodegenerative Disorder Detection

    The RODI mHealth app Insight: Machine-Learning-Driven Identification of Digital Indicators for Neurodegenerative Disorder Detection oleh Panagiota Giannopoulou, Aristidis G. Vrahatis, Mary-Angela Papalaskari, Panagiotis Vlamos

    Diterbitkan 2023-11-01
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  5. 5
    An Ensemble Feature Selection Approach for Analysis and Modeling of Transcriptome Data in Alzheimer’s Disease

    An Ensemble Feature Selection Approach for Analysis and Modeling of Transcriptome Data in Alzheimer’s Disease oleh Petros Paplomatas, Marios G. Krokidis, Panagiotis Vlamos, Aristidis G. Vrahatis

    Diterbitkan 2023-02-01
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  6. 6
    A Gene Selection Strategy for Enhancing Single-Cell RNA-Seq Data Integration

    A Gene Selection Strategy for Enhancing Single-Cell RNA-Seq Data Integration oleh Konstantinos Lazaros, Georgios N. Dimitrakopoulos, Panagiotis Vlamos, Aristidis G. Vrahatis

    Diterbitkan 2023-11-01
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  7. 7
    Machine Learning Analysis of Genomic Factors Influencing Hyperbaric Oxygen Therapy in Parkinson’s Disease

    Machine Learning Analysis of Genomic Factors Influencing Hyperbaric Oxygen Therapy in Parkinson’s Disease oleh Eirini Banou, Aristidis G. Vrahatis, Marios G. Krokidis, Panagiotis Vlamos

    Diterbitkan 2024-01-01
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  8. 8
    Tensor-Based Semantically-Aware Topic Clustering of Biomedical Documents

    Tensor-Based Semantically-Aware Topic Clustering of Biomedical Documents oleh Georgios Drakopoulos, Andreas Kanavos, Ioannis Karydis, Spyros Sioutas, Aristidis G. Vrahatis

    Diterbitkan 2017-07-01
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  9. 9
    Detecting Perturbed Subpathways towards Mouse Lung Regeneration Following H1N1 Influenza Infection

    Detecting Perturbed Subpathways towards Mouse Lung Regeneration Following H1N1 Influenza Infection oleh Aristidis G. Vrahatis, Konstantina Dimitrakopoulou, Andreas Kanavos, Spyros Sioutas, Athanasios Tsakalidis

    Diterbitkan 2017-04-01
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  10. 10
    Ensemble Classification through Random Projections for Single-Cell RNA-Seq Data

    Ensemble Classification through Random Projections for Single-Cell RNA-Seq Data oleh Aristidis G. Vrahatis, Sotiris K. Tasoulis, Spiros V. Georgakopoulos, Vassilis P. Plagianakos

    Diterbitkan 2020-10-01
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  11. 11
    Assessing and Modelling of Post-Traumatic Stress Disorder Using Molecular and Functional Biomarkers

    Assessing and Modelling of Post-Traumatic Stress Disorder Using Molecular and Functional Biomarkers oleh Konstantina Skolariki, Aristidis G. Vrahatis, Marios G. Krokidis, Themis P. Exarchos, Panagiotis Vlamos

    Diterbitkan 2023-07-01
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  12. 12
    Challenges and limitations in computational prediction of protein misfolding in neurodegenerative diseases

    Challenges and limitations in computational prediction of protein misfolding in neurodegenerative diseases oleh Marios G. Krokidis, Georgios N. Dimitrakopoulos, Aristidis G. Vrahatis, Themis P. Exarchos, Panagiotis Vlamos

    Diterbitkan 2024-01-01
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  13. 13
    Lip-Reading Advancements: A 3D Convolutional Neural Network/Long Short-Term Memory Fusion for Precise Word Recognition

    Lip-Reading Advancements: A 3D Convolutional Neural Network/Long Short-Term Memory Fusion for Precise Word Recognition oleh Themis Exarchos, Georgios N. Dimitrakopoulos, Aristidis G. Vrahatis, Georgios Chrysovitsiotis, Zoi Zachou, Efthymios Kyrodimos

    Diterbitkan 2024-02-01
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  14. 14
    Drug and Protein Interaction Network Construction for Drug Repurposing in Alzheimer’s Disease

    Drug and Protein Interaction Network Construction for Drug Repurposing in Alzheimer’s Disease oleh Georgios N. Dimitrakopoulos, Aristidis G. Vrahatis, Themis P. Exarchos, Marios G. Krokidis, Panagiotis Vlamos

    Diterbitkan 2023-10-01
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  15. 15
    Machine Learning Analysis of Alzheimer’s Disease Single-Cell RNA-Sequencing Data across Cortex and Hippocampus Regions

    Machine Learning Analysis of Alzheimer’s Disease Single-Cell RNA-Sequencing Data across Cortex and Hippocampus Regions oleh Marios G. Krokidis, Aristidis G. Vrahatis, Konstantinos Lazaros, Konstantina Skolariki, Themis P. Exarchos, Panagiotis Vlamos

    Diterbitkan 2023-10-01
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  16. 16
    Predicting the Conversion from Mild Cognitive Impairment to Alzheimer’s Disease Using an Explainable AI Approach

    Predicting the Conversion from Mild Cognitive Impairment to Alzheimer’s Disease Using an Explainable AI Approach oleh Gerasimos Grammenos, Aristidis G. Vrahatis, Panagiotis Vlamos, Dean Palejev, Themis Exarchos, for the Alzheimer’s Disease Neuroimaging Initiative

    Diterbitkan 2024-04-01
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  17. 17
    Revolutionizing the Early Detection of Alzheimer’s Disease through Non-Invasive Biomarkers: The Role of Artificial Intelligence and Deep Learning

    Revolutionizing the Early Detection of Alzheimer’s Disease through Non-Invasive Biomarkers: The Role of Artificial Intelligence and Deep Learning oleh Aristidis G. Vrahatis, Konstantina Skolariki, Marios G. Krokidis, Konstantinos Lazaros, Themis P. Exarchos, Panagiotis Vlamos

    Diterbitkan 2023-04-01
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  18. 18
    Exploring the Association between Pro-Inflammation and the Early Diagnosis of Alzheimer’s Disease in Buccal Cells Using Immunocytochemistry and Machine Learning Techniques

    Exploring the Association between Pro-Inflammation and the Early Diagnosis of Alzheimer’s Disease in Buccal Cells Using Immunocytochemistry and Machine Learning Techniques oleh Konstantinos Lazaros, Maria Gonidi, Nafsika Kontara, Marios G. Krokidis, Aristidis G. Vrahatis, Themis Exarchos, Panagiotis Vlamos

    Diterbitkan 2024-09-01
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  19. 19
    A Sensor-Based Perspective in Early-Stage Parkinson’s Disease: Current State and the Need for Machine Learning Processes

    A Sensor-Based Perspective in Early-Stage Parkinson’s Disease: Current State and the Need for Machine Learning Processes oleh Marios G. Krokidis, Georgios N. Dimitrakopoulos, Aristidis G. Vrahatis, Christos Tzouvelekis, Dimitrios Drakoulis, Foteini Papavassileiou, Themis P. Exarchos, Panayiotis Vlamos

    Diterbitkan 2022-01-01
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