output
19992025
most citedMicro-Net: A unified model for segmentation of various objects in microscopy images

277 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 2021Show all

4 papers · 1 filter

cs.CV2021★ 2 cited

Multiple Instance Learning with Auxiliary Task Weighting for Multiple Myeloma Classification

Talha Qaiser, Stefan Winzeck, Theodore Barfoot +9

Whole body magnetic resonance imaging (WB-MRI) is the recommended modality for diagnosis of multiple myeloma (MM). WB-MRI is used to detect sites of disease across the entire skele…

cs.CV2021

Learning from Partially Overlapping Labels: Image Segmentation under Annotation Shift

Gregory Filbrandt, Konstantinos Kamnitsas, David Bernstein +2

Scarcity of high quality annotated images remains a limiting factor for training accurate image segmentation models. While more and more annotated datasets become publicly availabl…

physics.med-ph2021★ 40 cited

On the field strength dependence of bi- and triexponential intravoxel incoherent motion (IVIM) parameters in the liver

Andreas Julian Riexinger, Jan Martin, Susanne Rauh +8

Background: Studies on intravoxel incoherent motion (IVIM) imaging are carried out with different acquisition protocols. Purpose: Investigate the dependence of IVIM parameters on t…

eess.IV2021

Cell abundance aware deep learning for cell detection on highly imbalanced pathological data

Yeman Brhane Hagos, Catherine SY Lecat, Dominic Patel +5

Automated analysis of tissue sections allows a better understanding of disease biology and may reveal biomarkers that could guide prognosis or treatment selection. In digital patho…