Ashery Mbilinyi

@misc{Velidi2026Glioma,
  title = {Shape-Based Inductive Bias for Glioma Grading from Tumor Contours},
  author = {Velidi, Puneet and Miranda, Michelle F. and Nathoo, Farouk and Mbilinyi, Ashery and Beaulac, C{\'e}dric},
  year = {2026},
  eprint = {2607.26090},
  archiveprefix = {arXiv},
  primaryclass = {eess.IV},
}

@inproceedings{Mbilinyi2025BigData,
  title = {Efficient Neural Architectures for Real-Time ECG Interpretation on Limited Hardware},
  author = {Mbilinyi, Ashery and O'Riley, Callum and Handra, Julia and Moller-Hansen, Ashley and Andrade, Jason and Deyell, Marc and Hague, Cameron and Hawkins, Nathaniel and Ho, Kendall and Leipsic, Jonathan and others},
  booktitle = {2025 IEEE International Conference on Big Data (BigData)},
  pages = {3275--3284},
  year = {2025},
  organization = {IEEE},
}

@article{handra2024role,
  title = {The Role of Machine Learning in the Detection of Cardiac Fibrosis in Electrocardiograms: Scoping Review},
  author = {Handra, Julia and James, Hannah and Mbilinyi, Ashery and Moller-Hansen, Ashley and O'Riley, Callum and Andrade, Jason and Deyell, Marc and Hague, Cameron and Hawkins, Nathaniel and Ho, Kendall and others},
  journal = {JMIR Cardio},
  volume = {8},
  number = {1},
  pages = {e60697},
  year = {2024},
  publisher = {JMIR Publications Inc., Toronto, Canada},
  show_bib = {true},
}

@article{omotayo2024state,
  title = {The State of Computer Vision Research in Africa},
  author = {Omotayo, Abdul-Hakeem and Mbilinyi, Ashery and Ismaila, Lukman and Turki, Houcemeddine and Abdien, Mahmoud and Gamal, Karim and Tondji, Idriss and Pimi, Yvan and Etori, Naome A and Matar, Marwa M and others},
  journal = {Journal of Artificial Intelligence Research},
  volume = {81},
  pages = {43--69},
  year = {2024},
  show_bib = {true},
}

@inproceedings{mbilinyi2022cheres,
  title = {CheReS: a deep learning-based multi-faceted system for similarity search of chest X-rays},
  author = {Mbilinyi, Ashery and Schuldt, Heiko},
  booktitle = {Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing},
  pages = {669--676},
  year = {2022},
  show_bib = {true},
}

@inproceedings{mbilinyi2021retrieving,
  title = {Retrieving chest X-rays for differential diagnosis: A deep metric learning approach},
  author = {Mbilinyi, Ashery and Schuldt, Heiko},
  booktitle = {2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)},
  pages = {1--4},
  year = {2021},
  organization = {IEEE},
  show_bib = {true},
}

@inproceedings{mbilinyi2020cross,
  title = {Cross-modality medical image retrieval with deep features},
  author = {Mbilinyi, Ashery and Schuldt, Heiko},
  booktitle = {2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)},
  pages = {2632--2639},
  year = {2020},
  organization = {IEEE},
  show_bib = {true},
}