Applications of artificial intelligence in breast pathology

Y Liu, D Han, AV Parwani, Z Li - Archives of Pathology & …, 2023‏ - meridian.allenpress.com
Context.—Increasing implementation of whole slide imaging together with digital workflow
and advances in computing capacity enable the use of artificial intelligence (AI) in …

Quantitative image analysis for tissue biomarker use: a white paper from the digital pathology association

H Lara, Z Li, E Abels, F Aeffner, MM Bui… - Applied …, 2021‏ - journals.lww.com
Tissue biomarkers have been of increasing utility for scientific research, diagnosing disease,
and treatment response prediction. There has been a steady shift away from qualitative …

[HTML][HTML] Review of in situ hybridization (ISH) stain images using computational techniques

ZU Rehman, MF Ahmad Fauzi, WSHM Wan Ahmad… - Diagnostics, 2024‏ - mdpi.com
Recent advancements in medical imaging have greatly enhanced the application of
computational techniques in digital pathology, particularly for the classification of breast …

[HTML][HTML] Clinical tissue biomarker digital image analysis: A review of current applications

Z Li, MM Bui, L Pantanowitz - Human Pathology Reports, 2022‏ - Elsevier
Tissue biomarkers are commonly used in clinical practice for disease diagnosis, prognosis
and targeted therapies. Accurate and reliable assessment of these biomarkers is essential …

Application of multifractal analysis on microscopic images in the classification of metastatic bone disease

J Vasiljevic, B Rel**, J Sopta, V Mijucic, G Tulic… - Biomedical …, 2012‏ - Springer
The paper considers the method, based on multifractal (MF) analysis, for classifying the
shape of tissue cells from microscopis images, identifying the primary cancer in cases of …

State‐of‐the‐art FISHing: Automated analysis of cytogenetic aberrations in interphase nuclei

G Pajor, B Kajtár, L Pajor, D Alpár - Cytometry Part A, 2012‏ - Wiley Online Library
Interphase fluorescence in situ hybridization (i‐FISH) is a powerful tool for visualizing
various molecular targets in non‐dividing cells. Manual scoring of i‐FISH signals is a labor …

Image thresholding techniques for localization of sub‐resolution fluorescent biomarkers

J Ghaye, MA Kamat, L Corbino‐Giunta… - Cytometry part …, 2013‏ - Wiley Online Library
Abstracts In this article, we explore adaptive global and local segmentation techniques for a
lab‐on‐chip nutrition monitoring system (NutriChip). The experimental setup consists of …

Automated image analysis of HER2 fluorescence in situ hybridization to refine definitions of genetic heterogeneity in breast cancer tissue

G Radziuviene, A Rasmusson… - BioMed research …, 2017‏ - Wiley Online Library
Human epidermal growth factor receptor 2 gene‐(HER2‐) targeted therapy for breast cancer
relies primarily on HER2 overexpression established by immunohistochemistry (IHC) with …

Multifractal analysis of tumour microscopic images in the prediction of breast cancer chemotherapy response

J Vasiljevic, J Pribic, K Kanjer, W Jonakowski… - Biomedical …, 2015‏ - Springer
Due to the individual heterogeneity, highly accurate predictors of chemotherapy response in
invasive breast cancer are needed for effective chemotherapeutic management. However …

Quantitative Imaging Analysis Fluorescence In Situ Hybridization Validation for Clinical HER2 Testing in Breast Cancer

DM Wilcock, KH Moore, L Rowe… - … of Pathology & …, 2023‏ - meridian.allenpress.com
Context.—Quantitative imaging is a promising tool that is gaining wide use across several
areas of pathology. Although there has been increasing adoption of morphologic and …