[HTML][HTML] Digital pathology: advantages, limitations and emerging perspectives
SW Jahn, M Plass, F Moinfar - Journal of clinical medicine, 2020 - mdpi.com
Digital pathology is on the verge of becoming a mainstream option for routine diagnostics.
Faster whole slide image scanning has paved the way for this development, but …
Faster whole slide image scanning has paved the way for this development, but …
Breast cancer histopathology image analysis: A review
This paper presents an overview of methods that have been proposed for the analysis of
breast cancer histopathology images. This research area has become particularly relevant …
breast cancer histopathology images. This research area has become particularly relevant …
Predicting breast tumor proliferation from whole-slide images: the TUPAC16 challenge
Tumor proliferation is an important biomarker indicative of the prognosis of breast cancer
patients. Assessment of tumor proliferation in a clinical setting is a highly subjective and …
patients. Assessment of tumor proliferation in a clinical setting is a highly subjective and …
Whole-slide mitosis detection in H&E breast histology using PHH3 as a reference to train distilled stain-invariant convolutional networks
D Tellez, M Balkenhol, I Otte-Höller… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Manual counting of mitotic tumor cells in tissue sections constitutes one of the strongest
prognostic markers for breast cancer. This procedure, however, is time-consuming and error …
prognostic markers for breast cancer. This procedure, however, is time-consuming and error …
Assessment of algorithms for mitosis detection in breast cancer histopathology images
The proliferative activity of breast tumors, which is routinely estimated by counting of mitotic
figures in hematoxylin and eosin stained histology sections, is considered to be one of the …
figures in hematoxylin and eosin stained histology sections, is considered to be one of the …
[HTML][HTML] Deep learning assisted mitotic counting for breast cancer
As part of routine histological grading, for every invasive breast cancer the mitotic count is
assessed by counting mitoses in the (visually selected) region with the highest proliferative …
assessed by counting mitoses in the (visually selected) region with the highest proliferative …
[HTML][HTML] Accuracy and efficiency of an artificial intelligence tool when counting breast mitoses
L Pantanowitz, D Hartman, Y Qi, EY Cho, B Suh… - Diagnostic …, 2020 - Springer
Background The mitotic count in breast carcinoma is an important prognostic marker.
Unfortunately substantial inter-and intra-laboratory variation exists when pathologists …
Unfortunately substantial inter-and intra-laboratory variation exists when pathologists …
[HTML][HTML] Mitosis counting in breast cancer: Object-level interobserver agreement and comparison to an automatic method
Background Tumor proliferation speed, most commonly assessed by counting of mitotic
figures in histological slide preparations, is an important biomarker for breast cancer …
figures in histological slide preparations, is an important biomarker for breast cancer …
International guidelines for veterinary tumor pathology: a call to action
DJ Meuten, FM Moore, TA Donovan… - Veterinary …, 2021 - journals.sagepub.com
Standardization of tumor assessment lays the foundation for validation of grading systems,
permits reproducibility of oncologic studies among investigators, and increases confidence …
permits reproducibility of oncologic studies among investigators, and increases confidence …
Computer-assisted mitotic count using a deep learning–based algorithm improves interobserver reproducibility and accuracy
The mitotic count (MC) is an important histological parameter for prognostication of
malignant neoplasms. However, it has inter-and intraobserver discrepancies due to …
malignant neoplasms. However, it has inter-and intraobserver discrepancies due to …