Revolutionizing urogynecology: Machine learning application with patient-centric technology: Promise, challenges, and future directions.

Journal: European journal of obstetrics, gynecology, and reproductive biology
Published Date:

Abstract

In an epoch where digital innovation is redefining the medical landscape, electronic health records (EHRs) stand out as a pivotal transformative force. Urogynecology, a discipline anchored in intricate patient histories and meticulous follow-ups, is on the brink of profound transformation due to these digital strides. While EHRs have unified patient data, challenges related to data privacy, interoperability, and access persist. In response, we present Pelvic Health Place (PHPlace) - a multilingual, patient-centric application. Purposefully designed to bolster patient engagement, PHPlace provides clinicians with essential pre-consultation insights, streamlines the consent process, vividly delineates surgical pathways, and assures comprehensive long-term monitoring. This platform also establishes a foundation for global data amalgamation, promising to invigorate research and potentially harness artificial intelligence (AI) capabilities. With AI integration, we anticipate a more tailored treatment approach and enriched patient education, signaling a pivotal shift in urogynecology and emphasizing the imperative for ongoing academic inquiry.

Authors

  • Reut Rotem
    Department of Urogynaecology, Cork University Maternity Hospital, Cork, Ireland; Department of Obstetrics & Gynecology, Shaare Zedek Medical Center, Affiliated with the Hebrew University School of Medicine, Jerusalem, Israel.
  • Daniel Galvin
    Department of Urogynaecology, Cork University Maternity Hospital, Cork, Ireland. Electronic address: galvindm@tcd.ie.
  • Yair Daykan
    Department of Urogynaecology, Cork University Maternity Hospital, Cork, Ireland. yair.dykan@gmail.com.
  • Yanlin Mi
    School of Physics and Optoelectronic Engineering, Beijing University of Technology, Beijing, 100124, China.
  • Sabin Tabirca
    School of Computer Science and Information Technology, University College Cork, Cork, Ireland; Faculty of Mathematics and Informatics, Transylvania University of Brasov, Brasov, Romania.
  • Barry A O'Reilly
    Department of Obstetrics and Gynecology, Cork University Maternity Hospital, Cork, Ireland.