Publications

2025

1. 

   Automated Chagas Disease Detection from 12-Lead ECGs Using a Residual Network with Robust Preprocessing

   Rishabh Jha, and Ashery Mbilinyi

   In Computing in Cardiology, 2025

   Bib PDF

   @inproceedings{automatedchagas2025,
     author = {Jha, Rishabh and Mbilinyi, Ashery},
     title = {Automated Chagas Disease Detection from 12-Lead ECGs Using a Residual Network with Robust Preprocessing},
     booktitle = {Computing in Cardiology},
     volume = {52},
     year = {2025},
   }

2. 

   Reflections from Research Roundtables at the Conference on Health, Inference, and Learning (CHIL) 2025

   Emily Alsentzer, Marie-Laure Charpignon, Bill Chen, and 8 more authors

   arXiv preprint arXiv:2510.15217, 2025

   Bib PDF

   @article{alsentzer2025reflections,
     title = {Reflections from Research Roundtables at the Conference on Health, Inference, and Learning (CHIL) 2025},
     author = {Alsentzer, Emily and Charpignon, Marie-Laure and Chen, Bill and D'Souza, Niharika and Fries, Jason and Jiang, Yixing and Kashyap, Aparajita and Kim, Chanwoo and Lee, Simon and Mandyam, Aishwarya and others},
     journal = {arXiv preprint arXiv:2510.15217},
     year = {2025},
     show_bib = {true},
   }

3. 

   Human-Centered AI: Transparency, Interpretability, and the Future of Trust

   Ashery Mbilinyi

   In AI: The Good, The Bad, and the Game-Changer, 2025

   Available at https://basira-lab.com/ai-the-good-the-bad-and-the-game-changer/

   Bib

   @incollection{mbilinyi2025human,
     author = {Mbilinyi, Ashery},
     title = {Human-Centered AI: Transparency, Interpretability, and the Future of Trust},
     booktitle = {AI: The Good, The Bad, and the Game-Changer},
     editor = {Rekik, Islem},
     publisher = {BASIRA Lab},
     year = {2025},
     pages = {147--154},
     note = {Available at {https://basira-lab.com/ai-the-good-the-bad-and-the-game-changer/}},
   }

2024

1. 

   The Role of Machine Learning in the Detection of Cardiac Fibrosis in Electrocardiograms: Scoping Review

   Julia Handra, Hannah James, Ashery Mbilinyi, and 8 more authors

   JMIR Cardio, 2024

   Bib PDF

   @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},
   }

2. 

   The State of Computer Vision Research in Africa

   Abdul-Hakeem Omotayo, Ashery Mbilinyi, Lukman Ismaila, and 8 more authors

   Journal of Artificial Intelligence Research, 2024

   Bib PDF

   @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},
   }

3. A Survey on African Computer Vision Datasets, Topics and Researchers

   Abdul-Hakeem Omotayo, Ashery Mbilinyi, Lukman Ismaila, and 8 more authors

   arXiv preprint arXiv:2401.11617, 2024

2023

1. 

   Medical image retrieval for augmenting diagnostic radiology

   Ashery Mbilinyi

   University_of_Basel, 2023

   Bib PDF

   @phdthesis{mbilinyi2023medical,
     title = {Medical image retrieval for augmenting diagnostic radiology},
     author = {Mbilinyi, Ashery},
     year = {2023},
     school = {University\_of\_Basel},
     show_bib = {true},
   }

2022

1. 

   CheReS: a deep learning-based multi-faceted system for similarity search of chest X-rays

   Ashery Mbilinyi, and Heiko Schuldt

   In Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing, 2022

   Bib PDF

   @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},
   }

2021

1. 

   Retrieving chest X-rays for differential diagnosis: A deep metric learning approach

   Ashery Mbilinyi, and Heiko Schuldt

   In 2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI), 2021

   Bib PDF

   @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},
   }

2020

1. 

   Cross-modality medical image retrieval with deep features

   Ashery Mbilinyi, and Heiko Schuldt

   In 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2020

   Bib PDF

   @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},
   }