Charalampos Kalantzopoulos Email & Phone Number

Ioannina, Epirus, Greece

• Developed AI/ML experimental tracking workflow in Python for the ProCAncer-I project, enhancing data quality for radiomics feature and AI model development.
• Implemented an on-premise server for storing experiments, artifacts, and models, ensuring secure access with OIDC authentication.
• Curated and preprocessed multi-centric and multi-vendor mp-MRI data to improve data quality for AI model development at Foundation for Research and Technology - Hellas (FORTH).
• Set up pipeline from model prediction to a DICOM server (Orthanc) for visualization (Ohif) of mp-MRIs with their predicted masks (DICOMSEG).

Athens, Attiki, Greece

• Upgrading energy consumption saving, telemetry and remote control for water supply systems
• Negotiate with suppliers and clients. market research, accounting
• Technical writing and support participation in public procurement procedures.Tools: Word, Excell and development of automated solutions with VBA

Pavia Area, Italy

• Research: Image guided radiotherapy planning for hadron-therapy tocompensate for the breathing motion during treatment, on the abdominalregion.
• Use of deformable registration to track the respiratory motion fromsagittal/coronal 2D cine MRI data.
• Use of the tumour segmentation (Gross Tumour Volume - provided byoncologists) designed for hadron-therapy from 4DCT images. The re-gion is updated with the estimated motion of 2D CINE MRIs, to generatenew plans which.
• Complement cineMRI with 4DMRI.

Leuven, Flanders, Belgium

• Automated localization and detection of spinal cord in MRI images, to find lesions and atrophies caused by neurodegenerative and neuroinflammatory diseases.
• Research and review of various disease-related spinal cord MRI biomarkers.
• Python development of image segmentation and registration toolkit.
• Validation and benchmarking on MRI data.

Leuven, Flanders, Belgium

• Benchmarking of metadata using SQL and MATLAB to measure the quality of available information for the company's clients.
• Data collection from medical devices using different modules of DICOM (CT scan, Radiography).

Leuven, Flanders, Belgium

• Measurement of tensile strength of femur's cartilage using MRI.
• Sample preparation by cutting bovine femur bones.

Leuven, Flanders, Belgium

• Local Field Potentials simulator for large neuron populations and dense electrode arrays.
• Simulation of neuron firing using Python tool, VISApy.
• Examination of precision of the Spike Sorting algorithm.

Master’S Degree, Master Of Science (M.Sc.), Biomedical Engineering

Activities and Societies: Vlaamse Technische Kring

5 Years Diploma, Production Engineering & Management

Diploma Thesis: "Image recognition of archaeological sites using Artificial Intelligence techniques."