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matthewkenely/README.md

Matthew Kenely


A Software Engineer at SeyAI and a published academic author with research interests in computer vision and image processing.

I've obtained a B.Sc. IT (Hons) in Artificial Intelligence at the University of Malta, graduating with First Class Honours, and am currently pursuing an M.Sc. in Artificial Intelligence with a focus on neuroimaging, applying Siamese networks to identify monozygotic twins from brain MRI scans through neuroanatomical differences extracted through embeddings.

I am an advocate for open knowledge and free (libre) software. The preprints of my publications can be downloaded for free here.

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  1. 3d-siamese-twin-ranking 3d-siamese-twin-ranking Public

    Siamese Network Embeddings for Brain Region Ranking in MRI Twin Identification via Layer-Wise Relevance Propagation | M.Sc. Dissertation

    Jupyter Notebook 5

  2. framework-attention-news framework-attention-news Public

    A Deep Learning Framework for Visual Attention Prediction and Analysis of News Interfaces | 2025 IEEE Conference on Artificial Intelligence (CAI)

    Jupyter Notebook 3

  3. mask-to-annotation mask-to-annotation Public

    Efficient Automatic Annotation of Binary Masks for Enhanced Training of Computer Vision Models | 2023 IEEE International Symposium on Multimedia (ISM)

    Jupyter Notebook 18 3