top of page
wp6480787.png

PhD in Medical Physics, University of Patras, 2022
MSc in Biomedical Engineering, University of Patras, 2020
BSc in Electrical and Computer Technology Engineering, University of Patras, 2017

Publications: 33

Citations: 2244

Home: Welcome

BIO

I was born in Athens, Greece, in 1991.


I completed my B.Sc., M.Sc., and PhD studies at the University of Patras. I received my B.Sc. in 2017 and my M.Sc. in Biomedical Engineering in 2020 from the Department of Electrical and Computer Technology Engineering. I received my Doctorate from the Medical School in 2022.

I have co-authored 22 scientific papers published in peer-reviewed journals and 9 conference proceedings. My publications have 2200 citations (h-index=9).

I have been involved in 9 Research Projects at the Foundation for Research and Technology Hellas and the University of Thessaly.

My special interests include Artificial Intelligence, Deep Learning, and Data Analytics applied in the disciplines of Medical Imaging, Nuclear Medicine, and Air Quality Sensors.

curriculum-vitae_edited.jpg
Home: About

INTERESTS

Fig. 1.jpg

DEEP LEARNING FOR COVID-19 DIAGNOSIS

Diagnosis COVID-19 from X-Ray images using state-of-the-art approaches

Fig 1.jpg

DEEP LEARNING FOR ABNORMAL PARATHYROID GLAND DETECTION

Detecting and localizing abnormal Parathyroid Glands in images from SPECT

Figure 7.jpg

DEEP LEARNING IN LUNG CANCER DIAGNOSIS

Deep Learning applications for identifying malignant and benign lung nodules

final_graphical_abstract.tif

DEEP LEARNING FOR CORONARY ARTERY DISEASE DIAGNOSIS

DL methods for diagnosing Coronary Artery Diseases from SPECT Polar Maps and DICOM slices

Picture2.jpg

DEEP LEARNING IN MAGNETIC RESONANCE IMAGING

Attention-based CNNs for identifying brain disorders in MRI

20211022_131902.jpg

AIR QUALITY MONITORING

IoT Air Quality Monitoring devices using low-cost sensors and Artificial Intelligence

Figure 8.png

EXPLAINABLE ARTIFICIAL INTELLIGENCE (XAI)

Implementation of various methods and tools for XAI in medicine

Picture1.jpg

MACHINE LEARNING AND DATA ANALYTICS FOR SENSOR DATA

Implementation of various Python libraries (Tensorflow, Keras, Pandas, Scikit and more) for Data Analytics and Machine Learning in low-cost sensor data applications

Picture1.jpg

ADVANCES IN FUZZY COGNITIVE MAPS

Implementing and developing advanced Fuzzy Cognitive Maps for various problem-solving tasks, including medical applications.

ViT.jpg

ADVANCED MACHINE LEARNING IN PRECISION AGRICULTURE

Vision Transformer networks for assessing food quality

Figure 1.jpg

APPLICATIONS OF DEEP LEARNING IN THE INDUSTRIAL SECTOR

Feature-fusion networks for industrial applications

Figure 4.jpg

CLIMATE CHANGE AND DEEP LEARNING

Explainable Deep Learning approaches for various environmental applications

Home: News
bottom of page