DeeperHistReg: Robust Whole Slide Images Registration Framework

M Wodzinski, N Marini, M Atzori, H Müller - arXiv preprint arXiv …, 2024 - arxiv.org
DeeperHistReg is a software framework dedicated to registering whole slide images (WSIs)
acquired using multiple stains. It allows one to perform the preprocessing, initial alignment …

[HTML][HTML] RegWSI: Whole slide image registration using combined deep feature-and intensity-based methods: Winner of the ACROBAT 2023 challenge

M Wodzinski, N Marini, M Atzori, H Müller - Computer Methods and …, 2024 - Elsevier
Background and objective The automatic registration of differently stained whole slide
images (WSIs) is crucial for improving diagnosis and prognosis by fusing complementary …

Pathflow-mixmatch for whole slide image registration: An investigation of a segment-based scalable image registration method

JJ Levy, CR Jackson, CC Haudenschild… - bioRxiv, 2020 - biorxiv.org
Image registration involves finding the best alignment between different images of the same
object. In these tasks, the object in question is viewed differently in each of the images (eg …

ANHIR: automatic non-rigid histological image registration challenge

J Borovec, J Kybic, I Arganda-Carreras… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Automatic Non-rigid Histological Image Registration (ANHIR) challenge was organized to
compare the performance of image registration algorithms on several kinds of microscopy …

Robust quad-tree based registration on whole slide images

C Marzahl, F Wilm, L Tharun, S Perner… - MICCAI Workshop …, 2021 - proceedings.mlr.press
The registration of whole slide images (WSIs) provides the basis for many subsequent
processing steps in digital pathology. For instance, the registration of immunohistochemistry …

Virtual alignment of pathology image series for multi-gigapixel whole slide images

CD Gatenbee, AM Baker, S Prabhakaran… - Nature …, 2023 - nature.com
Interest in spatial omics is on the rise, but generation of highly multiplexed images remains
challenging, due to cost, expertise, methodical constraints, and access to technology. An …

Benchmarking of image registration methods for differently stained histological slides

J Borovec, A Munoz-Barrutia… - 2018 25th IEEE …, 2018 - ieeexplore.ieee.org
Image registration is a common task for many biomedical analysis applications. The present
work focuses on the benchmarking of registration methods on differently stained histological …

An open-source whole slide image registration workflow at cellular precision using Fiji, QuPath and Elastix

N Chiaruttini, O Burri, P Haub, R Guiet… - Frontiers in Computer …, 2022 - frontiersin.org
Image analysis workflows for Histology increasingly require the correlation and combination
of measurements across several whole slide images. Indeed, for multiplexing, as well as …

Robust hierarchical density estimation and regression for re-stained histological whole slide image co-registration

J Jiang, NB Larson, N Prodduturi, TJ Flotte, SN Hart - Plos one, 2019 - journals.plos.org
For many disease conditions, tissue samples are colored with multiple dyes and stains to
add contrast and location information for specific proteins to accurately identify and …

Automatic multi-stain registration of whole slide images in histopathology

A Shafique, M Babaie, M Sajadi… - 2021 43rd Annual …, 2021 - ieeexplore.ieee.org
Joint analysis of multiple biomarker images and tissue morphology is important for disease
diagnosis, treatment planning and drug development. It requires cross-staining comparison …