# Perineural Invasion Detection in Multiple Organ Cancer Based on Deep Convolutional Neural Network

arXiv: https://arxiv.org/abs/2110.12283 · HTML: https://mlsanity.com/paper/2110.12283/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- Builds on 0 of its 6 references that are in the map.
- First posted on arXiv 23 Oct 2021.

## Built on by (most cited first, 1 of 1)

- [Cancer cytoplasm segmentation in hyperspectral cell image with data augmentation](https://mlsanity.com/paper/2507.03325/) (2025)

## Abstract (arXiv)

Perineural invasion (PNI) by malignant tumor cells has been reported as an independent indicator of poor prognosis in various cancers. Assessment of PNI in small nerves on glass slides is a labor-intensive task. In this study, we propose an algorithm to detect the perineural invasions in colon, prostate, and pancreas cancers based on a convolutional neural network (CNN).