Sabine Taschner-Mandl

Orcid: 0000-0002-1439-5301

According to our database1, Sabine Taschner-Mandl authored at least 8 papers between 2014 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

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Bibliography

2024
GENUINE: Genomic and Nucleus Information Embedding for Single Cell Genetic Alteration Classification in Microscopic Images.
Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024

2021
Evaluation of Deep Learning Architectures for Complex Immunofluorescence Nuclear Image Segmentation.
IEEE Trans. Medical Imaging, 2021

2019
DeepSNP: An End-to-End Deep Neural Network with Attention-Based Localization for Breakpoint Detection in Single-Nucleotide Polymorphism Array Genomic Data.
J. Comput. Biol., 2019

Deep Learning architectures for generalized immunofluorescence based nuclear image segmentation.
CoRR, 2019

A Visual Analytics Approach for Patient Stratification and Biomarker Discovery.
Proceedings of the Eurographics Workshop on Visual Computing for Biology and Medicine, 2019

2018
Deep SNP: An End-to-end Deep Neural Network with Attention-based Localization for Break-point Detection in SNP Array Genomic data.
CoRR, 2018

2016
Machine learning framework incorporating expert knowledge in tissue image annotation.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2014
Semi-automated segmentation of neuroblastoma nuclei using the gradient energy tensor: a user driven approach.
Proceedings of the Seventh International Conference on Machine Vision, 2014


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