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nicoloesch/README.md

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Nico Loesch

Researcher in medical AI, clinical NLP, and deep learning.

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  • Medical AI researcher and engineer at UNSW Sydney, building clinical NLP systems that process real-world patient data at scale.
  • Recently completed my PhD at the Australian Artificial Intelligence Institute (UTS), focusing on weakly-supervised diffusion models for segmentation of paediatric brain tumours in multi-modal MRI.
  • My work sits at the intersection of medical imaging, NLP, and MLOps, driven by the challenge of translating research into tools that integrate safely into clinical workflows.

Tech Stack


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  1. TorchIO-project/torchio TorchIO-project/torchio Public

    Medical imaging processing for AI applications.

    Python 2.4k 262

  2. ADiff ADiff Public

    Python

  3. segmentation_utils segmentation_utils Public

    Image annotation software for efficient labeling

    Python 4

  4. AustralianCancerDataNetwork/omop-graph AustralianCancerDataNetwork/omop-graph Public

    Knowledge-graph layer over OMOP database

    Jupyter Notebook 4 2

  5. AustralianCancerDataNetwork/omop-emb AustralianCancerDataNetwork/omop-emb Public

    Embedding layer for OMOP CDM

    Python 1 2