NucDETR: End-to-End Transformer for Nucleus Detection in Histopathology Images

• Published in: Computational Mathematics Modeling in Cancer Analysis Vol. 13574; pp. 47 - 57
• Main Authors: Obeid, Ahmad, Mahbub, Taslim, Javed, Sajid, Dias, Jorge, Werghi, Naoufel
• Format: Book Chapter
• Language: English
• Published: Switzerland Springer 2022; Springer Nature Switzerland
• Series: Lecture Notes in Computer Science
• Subjects: Computational histopathology; Nucleus detection; Transformer-based detection

Nucleus detection in histopathology images is an instrumental step for the assessment of a tumor. Nonetheless, nucleus detection is a laborious and expensive task if done manually by experienced clinicians, and is also prone to subjectivity and inconsistency. Alternatively, the advancement in comput...