output
20082025
most citedThe Future of Digital Health with Federated Learning

3.1k 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 2015Show all

6 papers · 1 filter

cs.CV2015★ 137 cited

DeepOrgan: Multi-level Deep Convolutional Networks for Automated Pancreas Segmentation

Holger R. Roth, Le Lu, Amal Farag +4

Automatic organ segmentation is an important yet challenging problem for medical image analysis. The pancreas is an abdominal organ with very high anatomical variability. This inhi…

cs.CV2015★ 12 cited

A Bottom-up Approach for Pancreas Segmentation using Cascaded Superpixels and (Deep) Image Patch Labeling

Amal Farag, Le Lu, Holger R. Roth +3

Robust automated organ segmentation is a prerequisite for computer-aided diagnosis (CAD), quantitative imaging analysis and surgical assistance. For high-variability organs such as…

cs.CV2015★ 607 cited

Improving Computer-aided Detection using Convolutional Neural Networks and Random View Aggregation

Holger R. Roth, Le Lu, Jiamin Liu +5

Automated computer-aided detection (CADe) in medical imaging has been an important tool in clinical practice and research. State-of-the-art methods often show high sensitivities bu…

cs.CV2015★ 184 cited

Anatomy-specific classification of medical images using deep convolutional nets

Holger R. Roth, Christopher T. Lee, Hoo-Chang Shin +5

Automated classification of human anatomy is an important prerequisite for many computer-aided diagnosis systems. The spatial complexity and variability of anatomy throughout the h…

cs.CV2015★ 180 cited

Deep convolutional networks for pancreas segmentation in CT imaging

Holger R. Roth, Amal Farag, Le Lu +2

Automatic organ segmentation is an important prerequisite for many computer-aided diagnosis systems. The high anatomical variability of organs in the abdomen, such as the pancreas,…

cond-mat.soft2015★ 7 cited

Regulatory inhibition of biological tissue mineralization by calcium phosphate through post-nucleation shielding by Fetuin-A

Joshua C. Chang, Robert M. Miura

In vertebrates, insufficient availability of calcium and phosphate ions in extracellular fluids leads to loss of bone density and neuronal hyper-excitability. To counteract this pr…