A Deep Learning-Based Approach to Estimate Paneth Cell Granule Area in Celiac Disease.

Journal: Archives of pathology & laboratory medicine
PMID:

Abstract

CONTEXT.—: Changes in Paneth cell numbers can be associated with chronic inflammatory diseases of the gastrointestinal tract. So far, no consensus has been achieved on the number of Paneth cells and their relevance to celiac disease (CD).

Authors

  • Ebtihal Alharbi
    From the Department of Pathology, McGill University, Montreal, Quebec, Canada (Alharbi, Rajaram, Côté, Farag, Gao, Maedler-Kron, Marcus, Fiset).
  • Ajay Rajaram
    From the Department of Pathology, McGill University, Montreal, Quebec, Canada (Alharbi, Rajaram, Côté, Farag, Gao, Maedler-Kron, Marcus, Fiset).
  • Kevin Côté
    From the Department of Pathology, McGill University, Montreal, Quebec, Canada (Alharbi, Rajaram, Côté, Farag, Gao, Maedler-Kron, Marcus, Fiset).
  • Mina Farag
    From the Department of Pathology, McGill University, Montreal, Quebec, Canada (Alharbi, Rajaram, Côté, Farag, Gao, Maedler-Kron, Marcus, Fiset).
  • Farhad Maleki
    Augmented Intelligence & Precision Health Laboratory (AIPHL), Department of Radiology and Research Institute of the McGill University Health Centre, 1001 Decarie Boulevard, Montreal, Quebec H4A 3J1, Canada.
  • Zu-Hua Gao
    From the Department of Pathology, McGill University, Montreal, Quebec, Canada (Alharbi, Rajaram, Côté, Farag, Gao, Maedler-Kron, Marcus, Fiset).
  • Chelsea Maedler-Kron
    From the Department of Pathology, McGill University, Montreal, Quebec, Canada (Alharbi, Rajaram, Côté, Farag, Gao, Maedler-Kron, Marcus, Fiset).
  • Victoria Marcus
    From the Department of Pathology, McGill University, Montreal, Quebec, Canada (Alharbi, Rajaram, Côté, Farag, Gao, Maedler-Kron, Marcus, Fiset).
  • Pierre Olivier Fiset
    From the Department of Pathology, McGill University, Montreal, Quebec, Canada (Alharbi, Rajaram, Côté, Farag, Gao, Maedler-Kron, Marcus, Fiset).