André Homeyer

Orcid: 0000-0002-9910-7136

According to our database1, André Homeyer authored at least 25 papers between 2010 and 2024.

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

Timeline

Legend:

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Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2024
Machine learning-based analysis of glioma tissue sections: a review.
CoRR, 2024

Joining Forces for Pathology Diagnostics with AI Assistance: The EMPAIA Initiative.
CoRR, 2024

2023
The NCI Imaging Data Commons as a platform for reproducible research in computational pathology.
Comput. Methods Programs Biomed., December, 2023

The vendor-agnostic EMPAIA platform for integrating AI applications into digital pathology infrastructures.
Future Gener. Comput. Syst., 2023

Digitization of Pathology Labs: A Review of Lessons Learned.
CoRR, 2023

2022
Recommendations on test datasets for evaluating AI solutions in pathology.
CoRR, 2022

EMPAIA App Interface: An open and vendor-neutral interface for AI applications in pathology.
Comput. Methods Programs Biomed., 2022

The EMPAIA Platform: Vendor-neutral integration of AI applications into digital pathology infrastructures.
Proceedings of the 22nd IEEE International Symposium on Cluster, 2022

2021
Evaluating Generic Auto-ML Tools for Computational Pathology.
CoRR, 2021

2019
Automated analysis of necrosis and steatosis in histological images : Practical solutions for coping with heterogeneity and variability (Automatisierte Analyse von Nekrose und Steatose in histologischen Bildern)
PhD thesis, 2019

Automated density-based counting of FISH amplification signals for HER2 status assessment.
Comput. Methods Programs Biomed., 2019

2018
Deep learning nuclei detection: A simple approach can deliver state-of-the-art results.
Comput. Medical Imaging Graph., 2018

Towards Interactive Breast Tumor Classification Using Transfer Learning.
Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018

2016
Stain Specific Standardization of Whole-Slide Histopathological Images.
IEEE Trans. Medical Imaging, 2016

Zonated quantification of steatosis in an entire mouse liver.
Comput. Biol. Medicine, 2016

A generic nuclei detection method for histopathological breast images.
Proceedings of the Medical Imaging 2016: Digital Pathology, San Diego, California, United States, 27 February, 2016

2015
Fast and accurate identification of fat droplets in histological images.
Comput. Methods Programs Biomed., 2015

2014
Limited Correlation Between Conventional Pathologist and Automatic Computer-Assisted Quantification of Hepatic Steatosis due to Difference Between Event-Based and Surface-Based Analysis.
IEEE J. Biomed. Health Informatics, 2014

Zooming in: high resolution 3D reconstruction of differently stained histological whole slide images.
Proceedings of the Medical Imaging 2014: Digital Pathology, 2014

A robust and extendable framework towards fully automated diagnosis of nonmass lesions in breast DCE-MRI.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2013
Practical quantification of necrosis in histological whole-slide images.
Comput. Medical Imaging Graph., 2013

Object-Based Boundary Properties.
Proceedings of the Bildverarbeitung für die Medizin 2013 - Algorithmen - Systeme, 2013

2010
A fast and robust hepatocyte quantification algorithm including vein processing.
BMC Bioinform., 2010

A Generic Concept for Object-based Image Analysis.
Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010



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