← Search

Yutian Shen

3 accepted papers

2023

Locate before Segment: Topology-guided Retinal Layer Segmentation in Optical Coherence Tomography Images

ICRA 2023poster

Optical Coherence Tomography (OCT) is a non-invasive imaging technique that is instrumental in retinal disease diagnosis and treatment. Segmentation of retinal layers in OCT is an essential step, but remains challenging for common pixel-wise segmentation methods usually fail to obtain the correct la…

Cited by 0SourceScholar
2022

Multiple Consistency Supervision based Semi-supervised OCT Segmentation using Very Limited Annotations

ICRA 2022poster

Optical Coherence Tomography (OCT) is a rapidly growing and promising imaging technique, enabling non-invasive high-resolution visualization of biological tissues. Segmentation of tissue structures from OCT scans is essen-tial for disease diagnosis but remains challenging for the blurry boundaries a…

Cited by 3SourceScholar
2021

Multibranch Learning for Angiodysplasia Segmentation with Attention-Guided Networks and Domain Adaptation

ICRA 2021poster

As a common cause of anemia and gastrointestinal bleeding, angiodysplasia (AD) diagnosis in wireless capsule endoscopy (WCE) images is important in clinical. Current manual review requires undivided concentration of the gastroenterologists, which is laborious and time-consuming. The development of c…

Cited by 2SourceScholar