Microscopic malaria parasitemia diagnosis and grading on benchmark datasets

A Rehman, N Abbas, T Saba… - Microscopy research …, 2018 - Wiley Online Library
Malaria parasitemia diagnosis and grading is hard and still far from perfection. Inaccurate
diagnosis and grading has caused tremendous deaths rate particularly in young children …

High-throughput fluorescence imaging approaches for drug discovery using in vitro and in vivo three-dimensional models

NJ Martinez, SA Titus, AK Wagner… - Expert opinion on drug …, 2015 - Taylor & Francis
Introduction: High-resolution microscopy using fluorescent probes is a powerful tool to
investigate individual cell structure and function, cell subpopulations and mechanisms …

CPP-net: Context-aware polygon proposal network for nucleus segmentation

S Chen, C Ding, M Liu, J Cheng… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Nucleus segmentation is a challenging task due to the crowded distribution and blurry
boundaries of nuclei. Recent approaches represent nuclei by means of polygons to …

A versatile pipeline for the multi-scale digital reconstruction and quantitative analysis of 3D tissue architecture

H Morales-Navarrete, F Segovia-Miranda, P Klukowski… - Elife, 2015 - elifesciences.org
A prerequisite for the systems biology analysis of tissues is an accurate digital three-
dimensional reconstruction of tissue structure based on images of markers covering multiple …

Multiscale image analysis reveals structural heterogeneity of the cell microenvironment in homotypic spheroids

A Schmitz, SC Fischer, C Mattheyer, F Pampaloni… - Scientific reports, 2017 - nature.com
Three-dimensional multicellular aggregates such as spheroids provide reliable in vitro
substitutes for tissues. Quantitative characterization of spheroids at the cellular level is …

Robust and automated three-dimensional segmentation of densely packed cell nuclei in different biological specimens with Lines-of-Sight decomposition

B Mathew, A Schmitz, S Muñoz-Descalzo, N Ansari… - BMC …, 2015 - Springer
Background Due to the large amount of data produced by advanced microscopy, automated
image analysis is crucial in modern biology. Most applications require reliable cell nuclei …

Mouse ICM organoids reveal three-dimensional cell fate clustering

B Mathew, S Munoz-Descalzo, E Corujo-Simon… - Biophysical journal, 2019 - cell.com
During mammalian preimplantation, cells of the inner cell mass (ICM) adopt either an
embryonic or an extraembryonic fate. This process is tightly regulated in space and time and …

Ultra high content image analysis and phenotype profiling of 3D cultured micro-tissues

Z Di, MJD Klop, VM Rogkoti, SE Le Dévédec… - PloS one, 2014 - journals.plos.org
In many situations, 3D cell cultures mimic the natural organization of tissues more closely
than 2D cultures. Conventional methods for phenotyping such 3D cultures use either single …

Implications of three-dimensional cell culture in cancer therapeutic research

K Poornima, AP Francis, M Hoda, MA Eladl… - Frontiers in …, 2022 - frontiersin.org
Replicating the naturalistic biomechanical milieu of cells is a primary requisite to uncover the
fundamental life processes. The native milieu is significantly not replicated in the two …

Separating touching cells using pixel replicated elliptical shape models

M Winter, W Mankowski, E Wait… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
One of the most important and error-prone tasks in biological image analysis is the
segmentation of touching or overlapping cells. Particularly for optical microscopy, including …