Search Results for author: Yuncong Ma

Found 2 papers, 1 papers with code

A Classifier-Free Incremental Learning Framework for Scalable Medical Image Segmentation

no code implementations25 May 2024 Xiaoyang Chen, Hao Zheng, Yifang Xie, Yuncong Ma, Tengfei Li

We demonstrate the flexibility of our method in handling varying class numbers within a unified network and its capacity for incremental learning.

Contrastive Learning Image Segmentation +5

Versatile Medical Image Segmentation Learned from Multi-Source Datasets via Model Self-Disambiguation

1 code implementation17 Nov 2023 Xiaoyang Chen, Hao Zheng, Yuemeng Li, Yuncong Ma, Liang Ma, Hongming Li, Yong Fan

A versatile medical image segmentation model applicable to images acquired with diverse equipment and protocols can facilitate model deployment and maintenance.

Image Segmentation Medical Image Segmentation +3

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