output
20152024
most citedThe Federated Tumor Segmentation (FeTS) Challenge

16 citations

6 papers

q-bio.NC2024

Association of neighborhood disadvantage with cognitive function and cortical disorganization in an unimpaired cohort

Apoorva Safai, Erin Jonaitis, Rebecca E Langhough +6

Neighborhood disadvantage is associated with worse health and cognitive outcomes. Morphological similarity network (MSN) is a promising approach to elucidate cortical network patte…

eess.IV2021★ 16 cited

The Federated Tumor Segmentation (FeTS) Challenge

Sarthak Pati, Ujjwal Baid, Maximilian Zenk +29

This manuscript describes the first challenge on Federated Learning, namely the Federated Tumor Segmentation (FeTS) challenge 2021. International challenges have become the standar…

stat.ME2020★ 11 cited

MixTwice: large-scale hypothesis testing for peptide arrays by variance mixing

Zihao Zheng, Aisha M. Mergaert, Irene M. Ong +2

Peptide microarrays have emerged as a powerful technology in immunoproteomics as they provide a tool to measure the abundance of different antibodies in patient serum samples. The…

cs.CV2020★ 3 cited

Online Graph Completion: Multivariate Signal Recovery in Computer Vision

Won Hwa Kim, Mona Jalal, Seongjae Hwang +2

The adoption of "human-in-the-loop" paradigms in computer vision and machine learning is leading to various applications where the actual data acquisition (e.g., human supervision)…

stat.AP2017★ 5 cited

Accelerating Permutation Testing in Voxel-wise Analysis through Subspace Tracking: A new plugin for SnPM

Felipe Gutierrez-Barragan, Vamsi K. Ithapu, Chris Hinrichs +5

Permutation testing is a non-parametric method for obtaining the max null distribution used to compute corrected -values that provide strong control of false positives. In neuro…

stat.CO2015★ 7 cited

Speeding up Permutation Testing in Neuroimaging

Chris Hinrichs, Vamsi K Ithapu, Qinyuan Sun +2

Multiple hypothesis testing is a significant problem in nearly all neuroimaging studies. In order to correct for this phenomena, we require a reliable estimate of the Family-Wise E…