Julia Herold
Bielefeld University
10 Papers
83 Citations
Julia Herold is an academic researcher from Bielefeld University. The author has contributed to research in topics: Information visualization & Automatic image annotation. The author has an hindex of 7, co-authored 10 publications.
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Papers
Multivariate image mining
TL;DR: This review article summarizes the different imaging technologies and recently published approaches to MVI mining with a special focus on biomedical applications.
24
Automated detection and quantification of fluorescently labeled synapses in murine brain tissue sections for high throughput applications.
TL;DR: The software approach presented in this study provides a reliable basis for high throughput quantification of synapses in neural tissue and works with high accuracy for fully automated synapse detection in new sample images.
22
Integrating semantic annotation and information visualization for the analysis of multichannel fluorescence micrographs from pancreatic tissue
Julia Herold,Luxian Zhou,Sylvie Abouna,Stella Pelengaris,David B. A. Epstein,Michael Khan,Tim Wilhelm Nattkemper +6 more
TL;DR: This paper presents a system that combines image segmentation and information visualization principles for an integrated analysis of fluorescence micrographs of tissue samples and shows that using this system the images can be evaluated with high accuracy which allows a considerable speed up of the time-consuming evaluation process.
13
Flexible synapse detection in fluorescence micrographs by modeling human expert grading
Julia Herold,Manuela Friedenberger,Marcus Bode,Nasir M. Rajpoot,Walter Schubert,Tim Wilhelm Nattkemper +5 more
- 14 May 2008
TL;DR: A machine learning based method is proposed that allows a direct integration of the experts' visual expertise who tag a low number of referential synapses according to their degree of synapse likeness and can provide an intuitively tunable tool for neural tissue slide evaluation.
Re-expression of IGF-II is important for beta cell regeneration in adult mice.
Luxian Zhou,Stella Pelengaris,Sylvie Abouna,James Young,David B. A. Epstein,Julia Herold,Tim Wilhelm Nattkemper,Hassan Nakhai,Michael Khan +8 more
TL;DR: It is demonstrated that beta cell regeneration in adult mice depends on re-expression of IGF-II, and supports the utility of using such ablation-recovery models for identifying other potential factors critical for underpinning successful beta cell Regeneration in vivo.