Size-based adaptive instance pruning for refined segmentation of cell nuclei in histology images

S Yıldız, A Memiş, S Varlı - 2023 31st Signal Processing and …, 2023 - ieeexplore.ieee.org
In this paper, a size-based instance pruning approach, which can be used for more accurate
segmentation of cell nuclei in histology images and can be adapted to cell types, is …

Multi-Class Gaze Detection in a Dynamic Environment

A Lochbihler, B Wallace, K Van Benthem… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
Developing AI tools to identify areas of interest within a dynamic field of view is essential for
objective behavioural evaluation of drivers. Video image classification and specifically …

Identification of Myeloproliferative Neoplasms using Deep Learning

S Abraham, B Penchalareddy… - … Women in Data …, 2024 - ieeexplore.ieee.org
Myeloproliferative Neoplasms (MPNs) are a heterogeneous group of disorders
characterized by proliferation of one or more hematologic cell. These myeloproliferative …

Nuclei Instance Segmentation in Colon Histology Images with YOLOv7

S Yıldız, A Memiş, S Varlı - International Conference on Advanced …, 2023 - Springer
In histology image analysis, instance-based nuclei segmentation is one of the challenging
tasks within the segmentation-guided studies since it is quite troublesome to detect each …