[HTML][HTML] Cyto R-CNN and CytoNuke Dataset: Towards reliable whole-cell segmentation in bright-field histological images

J Raufeisen, K Xie, F Hörst, T Braunschweig, J Li… - Computer Methods and …, 2024 - Elsevier
Background and objective: Cell segmentation in bright-field histological slides is a crucial
topic in medical image analysis. Having access to accurate segmentation allows …

Computational Synthesis of Histological Stains: A Step Toward Virtual Enhanced Digital Pathology

M Salvi, N Michielli, L Salamone… - … Journal of Imaging …, 2024 - Wiley Online Library
Histological staining plays a crucial role in anatomic pathology for the analysis of biological
tissues and the formulation of diagnostic reports. Traditional methods like hematoxylin and …

Wavelet scattering‐and object detection‐based computer vision for identifying dengue from peripheral blood microscopy

LR Dsilva, SH Tantri, N Sampathila… - … Journal of Imaging …, 2024 - Wiley Online Library
Dengue fever infection is a global health concern. Early disease detection is crucial for
averting complications and fatality. Characteristic morphological changes in lymphocytes …

Segmentation and Multi-Timepoint Tracking of 3D Cancer Organoids from Optical Coherence Tomography Images Using Deep Neural Networks

F Branciforti, M Salvi, F D'Agostino, F Marzola… - Diagnostics, 2024 - mdpi.com
Recent years have ushered in a transformative era in in vitro modeling with the advent of
organoids, three-dimensional structures derived from stem cells or patient tumor cells. Still …

AAMR-FCN myeloma cancer net: Adaptive and attention-based mask R-FCN for diagnosing myeloma cancer using cell microscopic images with hybrid heuristic …

MM Shinu, D Pamela, GG Devadhas… - … Signal Processing and …, 2025 - Elsevier
The core concept of this task is to detect multiple myeloma cancer by adopting microscopic
blood data. Because of the microscopic blood data, the issues that occurred during the …

CAROTIDNet: A Novel Carotid Symptomatic/Asymptomatic Plaque Detection System Using CNN-Based Tangent Optimization Algorithm in B-Mode Ultrasound Images

T Ali, S Pathan, M Salvi, KM Meiburger, F Molinari… - IEEE …, 2024 - ieeexplore.ieee.org
Deep learning methods have shown promise for automated medical image analysis tasks.
However, class imbalance is a common challenge that can negatively impact model …

[PDF][PDF] A Systematic Literature Review on Vision Transformers applications in Histopathology and Cytopathology: Advances in Cellular Analysis

LO Santos, A von Wangenheim, FSM Barroso… - researchgate.net
Cytopathology is a specialized branch of cytology that focuses on the study of diseases at
the cellular level. The Examination involves assessing cells' morphology, color and texture …