World's Best Scientists 2026 revealed!
Elpiniki I. Papageorgiou

Elpiniki I. Papageorgiou

D-Index & Metrics

Computer Science

D-Index
57
Citations
11986
World Ranking
3870
National Ranking
14

Overview

Elpiniki I. Papageorgiou is affiliated with the University Of Thessaly in Greece and has contributed extensively to interdisciplinary research spanning medicine, computer science, and engineering. Their work frequently integrates artificial intelligence methods with applications in medical and biomedical engineering.

The main fields of study in Papageorgiou's research include:

  • Medicine
  • Computer Science
  • Engineering

Within these fields, they have focused on subfields such as:

  • Artificial Intelligence
  • Radiology, Nuclear Medicine and Imaging
  • Electrical and Electronic Engineering
  • Industrial and Manufacturing Engineering
  • Biomedical Engineering

The primary topics addressed across their publications include:

  • Cognitive Science and Mapping
  • Radiomics and Machine Learning in Medical Imaging
  • Advanced X-ray and CT Imaging
  • Medical Imaging Techniques and Applications
  • Multi-Criteria Decision Making
  • Cardiac Imaging and Diagnostics
  • Dental Radiography and Imaging

Elpiniki I. Papageorgiou has coauthored numerous papers with frequent collaborators such as Νικόλαος Παπανδριανός, Ioannis D. Apostolopoulos, K. Papageorgiou, Serafeim Moustakidis, and Dionysis Bochtis. The joint efforts with these researchers have contributed to the multidisciplinary nature of their work.

Some recent significant publications include:

  • "Machine learning in knee osteoarthritis: A review," 2020, published in Osteoarthritis and Cartilage Open
  • "Bone metastasis classification using whole body images from prostate cancer patients based on convolutional neural networks application," 2020, published in PLoS ONE
  • "A Deep-Learning Approach for Diagnosis of Metastatic Breast Cancer in Bones from Whole-Body Scans," 2020, published in Applied Sciences
  • "A Convolutional Neural Networks Based Method for Anthracnose Infected Walnut Tree Leaves Identification," 2020, published in Applied Sciences
  • "A deep learning approach for anthracnose infected trees classification in walnut orchards," 2021, published in Computers and Electronics in Agriculture

The most frequent publication venues where Papageorgiou's work appears are:

  • Applied Sciences
  • Energies
  • Bioengineering
  • Algorithms
  • PLoS ONE

This scholarly output demonstrates an emphasis on leveraging artificial intelligence and deep learning techniques to address medical imaging challenges and agricultural applications.

Best Publications

  • A Review of Fuzzy Cognitive Maps Research During the Last Decade

    E. I. Papageorgiou;J. L. Salmeron

  • Active Hebbian learning algorithm to train fuzzy cognitive maps

    Elpiniki Papageorgiou;Chrysostomos D. Stylios;Peter P. Groumpos

  • Learning Algorithms for Fuzzy Cognitive Maps—A Review Study

    E. I. Papageorgiou

  • Fuzzy Cognitive Map Learning Based on Nonlinear Hebbian Rule

    Elpiniki Papageorgiou;Chrysostomos D. Stylios;Peter P. Groumpos

  • A new methodology for Decisions in Medical Informatics using fuzzy cognitive maps based on fuzzy rule-extraction techniques

    Elpiniki I. Papageorgiou

  • A first study of fuzzy cognitive maps learning using particle swarm optimization

    K.E. Parsopoulos;E.I. Papageorgiou;P.P. Groumpos;M.N. Vrahatis

  • Unsupervised learning techniques for fine-tuning fuzzy cognitive map causal links

    Elpiniki I. Papageorgiou;Chrysostomos Stylios;Peter P. Groumpos

  • Brain tumor characterization using the soft computing technique of fuzzy cognitive maps

    E. I. Papageorgiou;P. P. Spyridonos;D. Th. Glotsos;C. D. Stylios

  • Fuzzy Cognitive Maps for Applied Sciences and Engineering: From Fundamentals to Extensions and Learning Algorithms

    Elpiniki I. Papageorgiou

  • An integrated two-level hierarchical system for decision making in radiation therapy based on fuzzy cognitive maps

    E.I. Papageorgiou;C.D. Stylios;P.P. Groumpos

  • Intuitionistic Fuzzy Cognitive Maps for Medical Decision Making

    D K Iakovidis;E Papageorgiou

  • Fuzzy Cognitive Maps Learning Using Particle Swarm Optimization

    Elpiniki I. Papageorgiou;Konstantinos E. Parsopoulos;Chrysostomos S. Stylios;Petros P. Groumpos

  • Fuzzy Cognitive Maps for Applied Sciences and Engineering

    Elpiniki I. Papageorgiou

  • Fuzzy cognitive map based approach for predicting yield in cotton crop production as a basis for decision support system in precision agriculture application

    E. I. Papageorgiou;A. T. Markinos;T. A. Gemtos

  • Using Fuzzy Cognitive Mapping in Environmental Decision Making and Management: A Methodological Primer and an Application

    Elpiniki Papageorgiou;Areti Kontogianni

  • Review Study on Fuzzy Cognitive Maps and Their Applications during the Last Decade.

    Elpiniki I. Papageorgiou

  • A new hybrid method using evolutionary algorithms to train Fuzzy Cognitive Maps

    Elpiniki I. Papageorgiou;Peter P. Groumpos

  • Application of fuzzy cognitive maps for cotton yield management in precision farming

    Elpiniki I. Papageorgiou;Athanasios Markinos;Theofanis Gemptos

  • A review of fuzzy cognitive maps in medicine

    Abdollah Amirkhani;Elpiniki I. Papageorgiou;Akram Mohseni;Mohammad R. Mosavi

  • Intuitionistic Fuzzy Cognitive Maps

    E. I. Papageorgiou;D. K. Iakovidis

  • Analyzing the performance of fuzzy cognitive maps with non-linear hebbian learning algorithm in predicting autistic disorder

    Arthi Kannappan;A. Tamilarasi;E. I. Papageorgiou

Frequent Co-Authors

Peter P. Groumpos
Peter P. Groumpos University of Patras
Chrysostomos D. Stylios
Chrysostomos D. Stylios University of Ioannina
Koen Vanhoof
Koen Vanhoof Hasselt University
Mohammad Reza Mosavi
Mohammad Reza Mosavi Iran University of Science and Technology
Dionysis Bochtis
Dionysis Bochtis Aarhus University
Jose L. Salmeron
Jose L. Salmeron CUNEF University
Konstantinos E. Parsopoulos
Konstantinos E. Parsopoulos University of Ioannina
Chung-Hsing Yeh
Chung-Hsing Yeh Monash University
Michael N. Vrahatis
Michael N. Vrahatis University of Patras
Dimitris K. Iakovidis
Dimitris K. Iakovidis University Of Thessaly

If you think any of the details on this page are incorrect, let us know.

Report an issue

We appreciate your kind effort to assist us to improve this page, it would be helpful providing us with as much detail as possible in the text box below:

Related Online Degrees & Career Pathways

Pursuing Computer Science in the USA can open many doors, including flexible online pathways for further studies and career growth. Many students are interested in finding cheap online masters programs that offer both affordability and quality, reducing financial barriers while increasing employability. These programs can accelerate your career advancement, especially in tech fields.

If you're considering leadership roles, exploring an online doctorate leadership program can help you develop valuable management and organizational skills—ideal for those aiming for executive positions in tech companies or academia.

For those just beginning their educational journey or seeking a faster route into the tech industry, easy online associate degrees offer a streamlined entry point. These degrees can provide you with foundational knowledge and skills in less time.

As you compare your options, universities like the university of north georgia stand out for their affordability and quality in advanced degree offerings. Choosing the right pathway can help you meet your career goals efficiently and effectively.

Best Scientists Citing Elpiniki I. Papageorgiou

Trending Scientists