Olivier Morelle
Olivier Morelle

Machine Learning Engineer and Medical Imaging Specialist

About Me

Olivier Morelle is a PhD candidate specializing in medical image analysis and the developer of EyePy, a Python software package designed to streamline the reading and visualization of ophthalmological OCT datasets. His research focuses on developing deep learning models for OCT data segmentation.

By combining a strong academic foundation with hands-on software development, Olivier aims to contribute to advancements in medical AI and data science, particularly in roles that connect research and industry applications.

Interests
  • Deep Learning
  • Computer Vision
  • Ophthalmology
  • Medical Imaging
  • Python
Education
  • PhD Medical Image Analysis

    University of Bonn

  • MSc Life Science Informatics

    Bonn-Aachen International Center for Information Technology (b-it)

  • BSc Biology

    University of Cologne

Featured Publications
Recent Publications
(2025). Weakly Supervised Segmentation of Hyper-Reflective Foci with Compact Convolutional Transformers and SAM2. In Arxiv.
(2024). Exploring Drusen Type and Appearance using Interpretable GANs. In EG Workshop on Visual Computing for Biology and Medicine Short Papers, 2024.
(2023). Reliability of Retinal Layer Annotation with a Novel, High-Resolution Optical Coherence Tomography Device: A Comparative Study. In Bioengineering.