Adrian Pop

University related research / projects

• Simulating cell behaviour for retina conditions

  Working for a possible technical solution to find a model and training methods for an recurrent artificial neural network based on first-order differential equations that can simulate cellular behavior (describe and predict chemical reactions) depending on the activated biochemical pathways
  We want to reach a conclusion about the initial signs of inflammation or how it can be prevented, as well as how the RPE cell would react to various stimuli in AMD context

  Project: DeLArMaD

  Related work:

  • Blood Vessel Segmentation and 3D Reconstruction of Neovascularization in Age-Related Macular Degeneration from OCTA Scans

    Presented at: Meditech 2024 / "Progrese și inovații în Oftalmologie" Forum 2024
    We propose a novel method for vessel segmentation and 3D reconstruction of nAMD from OCTA images.

• Pentest Lab

  A penetration testing environment used by students for learning purposes

  The infrastructure is based on Debian distribution, virtualized by Proxmox. OpenVPN stands as an access gateway. The networking is done entirely at the network layer (layer 3) with different access and internet access levels, while the firewall is based mainly on raw iptables rules. It can handle two types of entities, KVM and LXC containers. The entire infrastructure and main user interactions are fully automated with Ansible