From mathematics to medicine: A practical primer on topological data analysis (TDA) and the development of related analytic tools for the functional discovery of latent … A Salch, A Regalski, H Abdallah, R Suryadevara, MJ Catanzaro, ... Plos one 16 (8), e0255859, 2021 | 14 | 2021 |
Res-CR-Net, a residual network with a novel architecture optimized for the semantic segmentation of microscopy images H Abdallah, B Formosa, A Liyanaarachchi, M Saigh, S Silvers, ... Machine Learning: Science and Technology 1 (4), 045004, 2020 | 9 | 2020 |
CXR-Net: An Artificial Intelligence Pipeline for Quick Covid-19 Screening of Chest X-Rays H Abdulah, B Huber, S Lal, H Abdallah, LL Palese, H Soltanian-Zadeh, ... arXiv preprint arXiv:2103.00087, 2021 | 5 | 2021 |
A Hybrid Pipeline for Covid-19 Screening Incorporating Lungs Segmentation and Wavelet Based Preprocessing of Chest X-Rays H Abdulah, B Huber, H Abdallah, LL Palese, H Soltanian-Zadeh, DL Gatti MedRxiv, 2022.03. 13.22272311, 2022 | 4 | 2022 |
Statistical inference for persistent homology applied to simulated fMRI time series data H Abdallah, A Regalski, MB Kang, M Berishaj, N Nnadi, A Chowdury, ... Foundations of Data Science 5 (1), 1-25, 2023 | 2 | 2023 |
Lung Segmentation in Chest X-rays with Res-CR-Net H Abdulah, B Huber, S Lal, H Abdallah, H Soltanian-Zadeh, DL Gatti arXiv preprint arXiv:2011.08655, 2020 | 2 | 2020 |