- 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.
Medical AI researcher at UNSW Sydney |
NLP for EHR
Highlights
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TorchIO-project/torchio
TorchIO-project/torchio PublicMedical imaging processing for AI applications.
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segmentation_utils
segmentation_utils PublicImage annotation software for efficient labeling
Python 4
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AustralianCancerDataNetwork/omop-graph
AustralianCancerDataNetwork/omop-graph PublicKnowledge-graph layer over OMOP database
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AustralianCancerDataNetwork/omop-emb
AustralianCancerDataNetwork/omop-emb PublicEmbedding layer for OMOP CDM
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