Robust nucleus/cell detection and segmentation in digital pathology and microscopy images: a comprehensive review

F Xing, L Yang - IEEE reviews in biomedical engineering, 2016 - ieeexplore.ieee.org
Digital pathology and microscopy image analysis is widely used for comprehensive studies
of cell morphology or tissue structure. Manual assessment is labor intensive and prone to …

FreeSurfer

B Fischl - Neuroimage, 2012 - Elsevier
FreeSurfer is a suite of tools for the analysis of neuroimaging data that provides an array of
algorithms to quantify the functional, connectional and structural properties of the human …

Topology-preserving deep image segmentation

X Hu, F Li, D Samaras, C Chen - Advances in neural …, 2019 - proceedings.neurips.cc
Segmentation algorithms are prone to make topological errors on fine-scale struc-tures, eg,
broken connections. We propose a novel method that learns to segment with correct …

clDice-a novel topology-preserving loss function for tubular structure segmentation

S Shit, JC Paetzold, A Sekuboyina… - Proceedings of the …, 2021 - openaccess.thecvf.com
Accurate segmentation of tubular, network-like structures, such as vessels, neurons, or
roads, is relevant to many fields of research. For such structures, the topology is their most …

An automatic learning-based framework for robust nucleus segmentation

F Xing, Y Xie, L Yang - IEEE transactions on medical imaging, 2015 - ieeexplore.ieee.org
Computer-aided image analysis of histopathology specimens could potentially provide
support for early detection and improved characterization of diseases such as brain tumor …

Level set evolution without re-initialization: a new variational formulation

C Li, C Xu, C Gui, MD Fox - 2005 IEEE computer society …, 2005 - ieeexplore.ieee.org
In this paper, we present a new variational formulation for geometric active contours that
forces the level set function to be close to a signed distance function, and therefore …

Geometrically accurate topology-correction of cortical surfaces using nonseparating loops

F Ségonne, J Pacheco, B Fischl - IEEE transactions on medical …, 2007 - ieeexplore.ieee.org
In this paper, we focus on the retrospective topology correction of surfaces. We propose a
technique to accurately correct the spherical topology of cortical surfaces. Specifically, we …

Optimal surface segmentation in volumetric images-a graph-theoretic approach

K Li, X Wu, DZ Chen, M Sonka - IEEE transactions on pattern …, 2005 - ieeexplore.ieee.org
Efficient segmentation of globally optimal surfaces representing object boundaries in
volumetric data sets is important and challenging in many medical image analysis …

Anatomically motivated modeling of cortical laminae

MD Waehnert, J Dinse, M Weiss, MN Streicher… - Neuroimage, 2014 - Elsevier
Improvements in the spatial resolution of structural and functional MRI are beginning to
enable analysis of intracortical structures such as heavily myelinated layers in 3D, a …

Edge and line oriented contour detection: State of the art

G Papari, N Petkov - Image and Vision Computing, 2011 - Elsevier
We present an overview of various edge and line oriented approaches to contour detection
that have been proposed in the last two decades. By edge and line oriented we mean …