7 citations · 10 across the 4 of their papers we have counts for
4 papers
H2: A Dual Hybrid Semantic Data Lake Architecture for Medical Data Harmonization with Human-In-the-Loop verified, LLM Driven Metadata Annotation System
Ioannis N. Tzortzis, Georgia Kapetadimitri, Agapi Davradou +6
Medical data, by its nature, exhibit a high degree of heterogeneity on multiple levels ranging from (a) different modalities like images, text and time series, (b) diverse tabular…
Detection and Segmentation of Pancreas using Morphological Snakes and Deep Convolutional Neural Networks
Agapi Davradou
Pancreatic cancer is one of the deadliest types of cancer, with 25% of the diagnosed patients surviving for only one year and 6% of them for five. Computed tomography (CT) screenin…
Diabetic foot ulcers monitoring by employing super resolution and noise reduction deep learning techniques
Agapi Davradou, Eftychios Protopapadakis, Maria Kaselimi +2
Diabetic foot ulcers (DFUs) constitute a serious complication for people with diabetes. The care of DFU patients can be substantially improved through self-management, in order to…
TraCon: A novel dataset for real-time traffic cones detection using deep learning
Iason Katsamenis, Eleni Eirini Karolou, Agapi Davradou +4
Substantial progress has been made in the field of object detection in road scenes. However, it is mainly focused on vehicles and pedestrians. To this end, we investigate traffic c…