Publications of Keelin Murphy

2024

Papers in international journals

  1. S. Schalekamp, K. van Leeuwen, E. Calli, K. Murphy, M. Rutten, B. Geurts, L. Peters-Bax, B. van Ginneken and M. Prokop, "Performance of AI to exclude normal chest radiographs to reduce radiologists' workload", European Radiology, 2024.
    Abstract DOI PMID
  2. A. Scott, M. Limbada, T. Perumal, S. Jaumdally, A. Kotze, C. van der Merwe, M. Cheeba, D. Milimo, K. Murphy, B. van Ginneken, M. de Kock, R. Warren, P. Gina, J. Swanepoel, L. Kühn, S. Oelofse, A. Pooran, A. Esmail, H. Ayles and K. Dheda, "Integrating molecular and radiological screening tools during community-based active case-finding for tuberculosis and COVID-19 in southern Africa", International Journal of Infectious Diseases, 2024:107081.
    Abstract DOI PMID
  3. E. Sogancioglu, B. van Ginneken, F. Behrendt, M. Bengs, A. Schlaefer, M. Radu, D. Xu, K. Sheng, F. Scalzo, E. Marcus, S. Papa, J. Teuwen, E. Scholten, S. Schalekamp, N. Hendrix, C. Jacobs, W. Hendrix, C. Sánchez and K. Murphy, "Nodule detection and generation on chest X-rays: NODE21 Challenge", IEEE Transactions on Medical Imaging, 2024;43(8):2839-2853.
    Abstract DOI PMID
  4. S. Bosman, I. Ayakaka, J. Muhairwe, M. Kamele, A. van Heerden, T. Madonsela, N. Labhardt, G. Sommer, J. Bremerich, T. Zoller, K. Murphy, B. van Ginneken, A. Keter, B. Jacobs, M. Bresser, A. Signorell, T. Glass, L. Lynen and K. Reither, "Evaluation of C-Reactive Protein and Computer-Aided Analysis of Chest X-rays as Tuberculosis Triage Tests at Health Facilities in Lesotho and South Africa", Clinical Infectious Diseases, 2024.
    Abstract DOI

PhD theses

  1. E. Sogancioglu, "Deep Learning for Clinical Practice: Enhancing Chest X-ray Diagnostics", PhD thesis, 2024.
    Abstract Url