The devil is in the details: Whole slide image acquisition and processing for artifacts detection, color variation, and data augmentation: A review

N Kanwal, F Pérez-Bueno, A Schmidt, K Engan… - Ieee …, 2022 - ieeexplore.ieee.org
Whole Slide Images (WSI) are widely used in histopathology for research and the diagnosis
of different types of cancer. The preparation and digitization of histological tissues leads to …

Breast cancer detection, segmentation and classification on histopathology images analysis: a systematic review

R Krithiga, P Geetha - Archives of Computational Methods in Engineering, 2021 - Springer
Digital pathology represents a major evolution in modern medicine. Pathological
examinations constitute the standard in medical protocols and the law, and call for specific …

Patch-based system for classification of breast histology images using deep learning

K Roy, D Banik, D Bhattacharjee, M Nasipuri - … Medical Imaging and …, 2019 - Elsevier
In this work, we proposed a patch-based classifier (PBC) using Convolutional neural
network (CNN) for automatic classification of histopathological breast images. Presence of …

[HTML][HTML] Resolution-agnostic tissue segmentation in whole-slide histopathology images with convolutional neural networks

P Bándi, M Balkenhol, B van Ginneken, J van der Laak… - PeerJ, 2019 - peerj.com
Modern pathology diagnostics is being driven toward large scale digitization of microscopic
tissue sections. A prerequisite for its safe implementation is the guarantee that all tissue …

Machine learning methods for histopathological image analysis: A review

J De Matos, STM Ataky, A de Souza Britto Jr… - Electronics, 2021 - mdpi.com
Histopathological images (HIs) are the gold standard for evaluating some types of tumors for
cancer diagnosis. The analysis of such images is time and resource-consuming and very …

In vivo anticancer activity of a rhenium (I) tricarbonyl complex

CC Konkankit, AP King, KM Knopf… - ACS medicinal …, 2019 - ACS Publications
The rhenium (I) complex fac-[Re (CO) 3 (2, 9-dimethyl-1, 10-phenanthroline)(OH2)]+(1) was
previously shown to exhibit potent in vitro anticancer activity in a manner distinct from …

Design of a decellularized fish skin as a biological scaffold for skin tissue regeneration

M Kamalvand, E Biazar, M Daliri-Joupari, F Montazer… - Tissue and Cell, 2021 - Elsevier
The use of decellularized natural skin as an extracellular matrix (ECM) may be a great
candidate to regenerate damaged tissues. In this study, decellularized scaffolds from fish …

A new color augmentation method for deep learning segmentation of histological images

Y Xiao, E Decencière, S Velasco-Forero… - 2019 IEEE 16th …, 2019 - ieeexplore.ieee.org
This paper addresses the problem of labeled data insufficiency in neural network training for
semantic segmentation of color-stained histological images acquired via Whole Slide …

[HTML][HTML] Chemical profile and in vivo toxicity evaluation of unripe Citrus aurantifolia essential oil

CK Adokoh, DB Asante, DO Acheampong… - Toxicology reports, 2019 - Elsevier
Abstract Citrus aurantifolia (Christm.) Swingle (syn. C. MEDICA var. ACIDA Brandis)(family:
Rutaceae) essential oil is one of the cheapest oils found in local markets. Although, it is …

Harnessing artificial intelligence to infer novel spatial biomarkers for the diagnosis of eosinophilic esophagitis

A Larey, E Aknin, N Daniel, GA Osswald… - Frontiers in …, 2022 - frontiersin.org
Eosinophilic esophagitis (EoE) is a chronic allergic inflammatory condition of the esophagus
associated with elevated esophageal eosinophils. Second only to gastroesophageal reflux …