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 compensate the breathing motion of the patient duringtreatment (Internal Target Volume).• 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."