output
20162026
most citedValidation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: the LUNA16 challenge

1.4k citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2024Show all

4 papers · 1 filter

eess.IV2024★ 6 cited

Tissue Concepts: supervised foundation models in computational pathology

Till Nicke, Jan Raphael Schaefer, Henning Hoefener +4

Due to the increasing workload of pathologists, the need for automation to support diagnostic tasks and quantitative biomarker evaluation is becoming more and more apparent. Founda…

cs.LG2024★ 8 cited

Slicing Through Bias: Explaining Performance Gaps in Medical Image Analysis using Slice Discovery Methods

Vincent Olesen, Nina Weng, Aasa Feragen +1

Machine learning models have achieved high overall accuracy in medical image analysis. However, performance disparities on specific patient groups pose challenges to their clinical…

eess.IV2024★ 40 cited

Applications of artificial intelligence in the analysis of histopathology images of gliomas: a review

Jan-Philipp Redlich, Friedrich Feuerhake, Joachim Weis +9

In recent years, the diagnosis of gliomas has become increasingly complex. Analysis of glioma histopathology images using artificial intelligence (AI) offers new opportunities to s…

cs.CY2024★ 16 cited

Joining Forces for Pathology Diagnostics with AI Assistance: The EMPAIA Initiative

Norman Zerbe, Lars Ole Schwen, Christian Geißler +17

Over the past decade, artificial intelligence (AI) methods in pathology have advanced substantially. However, integration into routine clinical practice has been slow due to numero…