Publications

2025

  1. Artificial intelligence models to interpret obstetric ultrasound sweeps
    Ignacio Valenzuela, Tanya Akumu, Victor M. Campello, and 7 more authors
    Ultrasound in Obstetrics and Gynecology, 2025
    Under Review
  2. ACOUSLIC-AI challenge report: Fetal abdominal circumference measurement on blind-sweep ultrasound data from low-income countries
    M. Sofia Sappia, Chris L. Korte, Bram Ginneken, and 13 more authors
    Medical Image Analysis, 2025
    Accepted
  3. Sub-population identification of multimorbidity in sub-Saharan African populations
    Adebayo Oshingbesan, Michelle Kamp, Phelelani Thokozani Mpangase, and 14 more authors
    Scientific Reports, 2025
  4. Adaptive Frame Selection for Gestational Age Estimation from Blind Sweep Fetal Ultrasound Videos
    Tanya Akumu, Marawan Elbatel, Victor M. Campelo, and 5 more authors
    28th International Conference on Medical Image Computing and Computer Assisted Intervention, 2025
    Under Review

2024

  1. Automatic detection of fetal abdominal circumference from operator-agnostic ultrasound measurements
    Tanya Akumu, Carlos M. Isla, Victor M. Campello, and 2 more authors
    ACOUSLIC-AI Challenge, MICCAI, 2024

2023

  1. Detecting Systematic Deviations in Data and Models
    Skyler Speakman, Girmaw A. Tadesse, Celia Cintas, and 3 more authors
    Computer, 2023
  2. TRAD: Task-agnostic Representation of the Activation Space in Deep Neural Networks
    Tanya Akumu, Celia Cintas, Girmaw A. Tadesse, and 2 more authors
    African Spotlight Poster Session, International Joint Conference on Artificial Intelligence, 2023
  3. Auditing LLMs via Subset Scanning of Internal States
    Miriam Raiteke, Celia Cintas, John Wamburu, and 2 more authors
    Socially Responsible Language Modelling Research (SoLaR), NeurIPS, 2023
  4. Characterizing Activation Spaces in Neural Networks Using Compressed Histograms
    Tanya Akumu, Celia Cintas, Girmaw Tadesse, and 1 more author
    Patent No. P202300340US01, 2023
    Filed: October 2023

2022

  1. Systematic Discovery of Bias in Data
    John Wamburu, Girmaw A. Tadesse, Celia Cintas, and 3 more authors
    IEEE International Conference on Big Data (Big Data), 2022