Journal of Healthcare Engineering / 2019 / Article / Tab 2

Research Article

Towards Fine Whole-Slide Skeletal Muscle Image Segmentation through Deep Hierarchically Connected Networks

Table 2

The runtime (in seconds) comparison on images of different sizes from to .


DC [43]2079
MCG [44]727
Liu et al. [7]1059
DNN-SNM [14]26410562376422466009504129361689621384
U-net [30]
Our approach1.

The first three methods cannot handle images with 3x and larger sizes on our machine (represented with “—” in the table). DNN-SNM is a fast scanning implementation for prediction speed acceleration.

We are committed to sharing findings related to COVID-19 as quickly and safely as possible. Any author submitting a COVID-19 paper should notify us at to ensure their research is fast-tracked and made available on a preprint server as soon as possible. We will be providing unlimited waivers of publication charges for accepted articles related to COVID-19. Sign up here as a reviewer to help fast-track new submissions.