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4 Results Found

  • Article
  • Open Access
784 Views
19 Pages

Domain-Adaptive Transfer Learning for HPV Lesion Classification in Whole Slide Images: A Patient-Level Pipeline Across the Cytology–Histology Continuum

  • Annabella Di Mauro,
  • Pasquale De Luca,
  • Maria Lina Tornesello,
  • Emanuel Di Nardo and ,
  • Luca D’Anna,
  • Andrea Cerasuolo,
  • Veronica Sanna,
  • Saverio Simonelli,
  • Vincenzo Gigantino and
  • Angelo Ciaramella
  • + 10 authors+ 5 authors

The clinical translation of automated HPV detection in Whole Slide Images (WSIs) is challenged by staining variability, sparse viral effects, and the biological continuum between cytology and histology. This work presents a fully automated pipeline f...

(This article belongs to the Section Biosignal Processing)
  • Article
  • Open Access
36 Citations
5,493 Views
17 Pages

19 May 2022

Sarcoidosis is frequently misdiagnosed as tuberculosis (TB) and consequently mistreated due to inherent limitations in radiological presentations. Clinically, to distinguish sarcoidosis from TB, physicians usually employ biopsy tissue diagnosis and b...

(This article belongs to the Topic Human–Machine Interaction)
  • Article
  • Open Access
1 Citations
1,036 Views
27 Pages

Background/Objectives: The difficulties caused by breast cancer have been addressed in a number of ways. Since it is said to be the second most common cause of death from cancer among women, early intervention is crucial. Early detection is difficult...

(This article belongs to the Section Machine Learning and Artificial Intelligence in Diagnostics)
  • Article
  • Open Access
1 Citations
2,502 Views
17 Pages

Application of StarDist to Diagnostic-Grade White Blood Cells Segmentation in Whole Slide Images

  • Julius Bamwenda,
  • Mehmet Siraç Özerdem,
  • Orhan Ayyildiz and
  • Veysi Akpolat

4 September 2025

Accurate and automated segmentation of white blood cells (WBCs) in whole slide images (WSIs) is a critical step in computational pathology. This study presents a comprehensive evaluation and enhancement of the StarDist algorithm, leveraging its star-...

(This article belongs to the Section Bioelectronics)