About

Learn more about me

About Me

Welcome to my professional space!

I am Dimitris Dimopoulos, a passionate researcher at the intersection of economics, information systems, and artificial intelligence. With a robust academic background comprising a bachelor's degree in economics, a master's degree in information and communication systems, and ongoing PhD studies, I am committed to creating solutions that enhance peoples life.

Vision and Purpose

My journey is driven by the vision to harness the power of technology to make significant improvements in healthcare. As a PhD candidate specializing in bioinformatics, my research leverages artificial intelligence to develop predictive models that support medical decision-making. By analyzing clinical and medical data, I aim to provide tools that assist healthcare professionals in making more accurate and timely decisions, ultimately improving patient outcomes.

Research and Publications

My research focuses on developing machine learning models for predictive analysis in healthcare. I have presented my research at prominent conferences, including the 12th and 13th Conference on Artificial Intelligence in 2022 and 2024, and published in respected journals like ACM and Thrombosis and Haemostasis.

Future Goals

Looking ahead, my goal is to continue pushing the boundaries of AI in healthcare, developing advanced models that can further assist medical professionals and improve patient care. I aspire to contribute to a future where technology and medicine work hand in hand to save lives and enhance the quality of healthcare globally.

Skills

Python 90%
Git 80%
Data Analysis 85%
Machine Learning 80%
Deep Learning 70%
TensorFlow 55%

Resume

Check My Resume

Education

PhD Candidate

2023 - Precent

University of the Aegean, Samos, Greece

PhD research on the application of both Machine (ML) and Deep Learning (DL) to medical - clinical data.

Master of Science

2020 - 2022

University of the Aegean, Samos, Greece

Master degree in the field of Information Technology by the "Department of Information and Communication Systems Engineering".

Bachelor of Accounting and Finance

2003 - 2009

Technological Educational Institute, Chalkida, Greece

Degree in Finance with specialization in Accounting.

Publications - Conferences

SETN 2024 "Conference"

Piraeus - Greece: September 2024

Proceedings of the 13th Hellenic Conference on AI

    I presented the results of the paper "Length of Stay & Mortality Prediction for Patients Suffering from Stroke in ICU: A Multimodal Approach" which include a new improved machine learning model.

    Conference Link

ACM Digital Library "Publication"

Conference Paper: SETN 2024

Length of Stay & Mortality Prediction for Patients Suffering from Stroke in ICU: A Multimodal Approach

    On a daily basis, medical decisions play a key role in healthcare services and patient well-being.

    Paper Link

AI Summer School "Conference"

Demokritos Greece: July 2024

Hellenic Institute of Advanced Studies

    Three day conference to review the foundations of AI and highlight recent advances (foundational models, Generative AI, LLMs).

    Conference Link

Thieme E-Journal Thrombosis and Haemostasis "Publication"

Journal Paper 2024

Machine learning-based predictive models for patients with venous thromboembolism: A Systematic Review.

    Venous thromboembolism (VTE) is a chronic disorder with a significant health and economic burden.

    Paper Link

SETN 2022 "Conference"

Corfu - Greece: September 2022

Proceedings of the 12th Hellenic Conference on AI

    Clinical decision support systems based on machine learning algorithms are taking advantage of the vast amount of information available in the ICUs and are becoming popular in the medical predictive analysis.

    Conference Link

ACM Digital Library "Publication"

Conference Paper: SETN 2022

Mortality Prediction in ICU Patients Suffering from Stroke

    Ischemic stroke is a medical emergency that requires hospitalization and occasionally, specialized care at the Intensive Care Unit.

    Paper Link

Libraries

My Working Repository

Association for Computing Machinery

ResearchGate

Thieme E-Journal

Thieme Google Scholar

Contact

Contact Me

Social Profiles

Email Me

dimopoulosvtec@yahoo.gr

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