Deep learning for multiclass tumor cell detection in histopathology slides of hereditary diffuse gastric cancer
Summary: Hereditary diffuse gastric cancer (HDGC) is a rare condition where early tumor detection is challenging due to diffuse infiltration and tumor heterogeneity. Accurate identification of DGC cells is essential for understanding tumor behavior. This study aimed to develop deep learning models t...
Saved in:
| Main Authors: | Robin Lomans, Valentina Angerilli, Joey Spronck, Liudmila L. Kodach, Irene Gullo, Fátima Carneiro, Rachel S. van der Post, Francesco Ciompi |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2025-08-01
|
| Series: | iScience |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2589004225013252 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
EARLY DIAGNOSTICS AND TOTAL GASTRECTOMY OF HEREDITARY DIFFUSE GASTRIC CANCER
by: L. N. Lyubchenko, et al.
Published: (2017-12-01) -
Histopathology of Gastric Cancer
by: Baek-hui Kim, et al.
Published: (2023-06-01) -
HEREDITARY DIFFUSE GASTRIC CANCER: GENETIC ASPECTS AND PROPHYLACTIC TOTAL GASTRECTOMY
by: L. N. Lyubchenko, et al.
Published: (2018-09-01) -
Artificial Intelligence for Predicting HER2 Status of Gastric Cancer Based on Whole‐Slide Histopathology Images: A Retrospective Multicenter Study
by: Yuhan Liao, et al.
Published: (2025-03-01) -
Aligning knowledge concepts to whole slide images for precise histopathology image analysis
by: Weiqin Zhao, et al.
Published: (2024-12-01)