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FHellmann/README.md

Hi there 👋 it's Fabio,

I am a Research Associate at the Chair for Human-Centered Artificial Intelligence at the University of Augsburg, Germany.

My work sits at the intersection of artificial intelligence, medicine, and people. I am particularly interested in biomedical computer vision, deep learning, human-computer interaction, and explainable AI. I enjoy exploring how intelligent systems can support clinicians, researchers, and patients—not only by being accurate, but also by being understandable, reliable, and useful in practice.

I am motivated by the idea that technology should make a positive difference in people’s lives. Through my research, I aim to help develop AI methods that advance medical understanding, improve healthcare, and foster human-centered innovation.

Beyond research, I am naturally curious and enjoy learning about new ideas, tools, and perspectives. I value thoughtful collaboration, open discussion, and building things that connect rigorous research with real-world impact.

Feel free to explore my work, publications, and projects – or get in touch if you would like to collaborate or simply talk about AI, healthcare, and technology.

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  1. hcmlab/FaceMesh2HPO hcmlab/FaceMesh2HPO Public

    FaceMesh2HPO is a research codebase for hierarchical classification of facial phenotypic descriptors aligned with the Human Phenotype Ontology (HPO) from 3D face meshes derived from 2D facial photo…

    Python

  2. hcmlab/GANonymization hcmlab/GANonymization Public

    A GAN-based Face Anonymization Framework for Preserving Emotional Expressions

    Python 22 6

  3. hcmlab/LandmarkEditor hcmlab/LandmarkEditor Public

    An Editor to manually adjust automatic Landmark/Mesh Detections

    TypeScript 5 1

  4. EIHW/Deformable_Dilated_Faster-RCNN EIHW/Deformable_Dilated_Faster-RCNN Public

    Deformable Dilated Faster-RCNN for Universal Lesion Detection in CT Images

    Python 5 3