Search Results for author: Yutao Dou

Found 2 papers, 1 papers with code

LDCSF: Local depth convolution-based Swim framework for classifying multi-label histopathology images

no code implementations • 21 Aug 2023 • Liangrui Pan, Yutao Dou, Zhichao Feng, Liwen Xu, Shaoliang Peng

In order to be able to provide local field of view diagnostic results, we propose the LDCSF model, which consists of a Swin transformer module, a local depth convolution (LDC) module, a feature reconstruction (FR) module, and a ResNet module.

Classification Image Classification

Paper
Add Code

DEDUCE: Multi-head attention decoupled contrastive learning to discover cancer subtypes based on multi-omics data

1 code implementation • 9 Jul 2023 • Liangrui Pan, Dazhen Liu, Yutao Dou, Lian Wang, Zhichao Feng, Pengfei Rong, Liwen Xu, Shaoliang Peng

In this study, we proposed a generalization framework based on attention mechanisms for unsupervised contrastive learning to analyze cancer multi-omics data for the identification and characterization of cancer subtypes.

Contrastive Learning

Paper
Code

Cannot find the paper you are looking for? You can Submit a new open access paper.