activity
20232025
most citedDeep Learning-Based Open Source Toolkit for Eosinophil Detection in Pediatric Eosinophilic Esophagitis

1 citations · 1 across the 6 of their papers we have counts for

collaborators

6 papers

cs.CV2025

Enhanced Feature-based Image Stitching for Endoscopic Videos in Pediatric Eosinophilic Esophagitis

Juming Xiong, Muyang Li, Ruining Deng +5

Video endoscopy represents a major advance in the investigation of gastrointestinal diseases. Reviewing endoscopy videos often involves frequent adjustments and reorientations to p…

eess.IV2025

Expanding Training Data for Endoscopic Phenotyping of Eosinophilic Esophagitis

Juming Xiong, Hou Xiong, Quan Liu +4

Eosinophilic esophagitis (EoE) is a chronic esophageal disorder marked by eosinophil-dominated inflammation. Diagnosing EoE usually involves endoscopic inspection of the esophageal…

cs.CV2024

Automatic Image Unfolding and Stitching Framework for Esophageal Lining Video Based on Density-Weighted Feature Matching

Muyang Li, Juming Xiong, Ruining Deng +4

Endoscopy is a crucial tool for diagnosing the gastrointestinal tract, but its effectiveness is often limited by a narrow field of view and the dynamic nature of the internal envir…

cs.CV2024

Circle Representation for Medical Instance Object Segmentation

Juming Xiong, Ethan H. Nguyen, Yilin Liu +8

Recently, circle representation has been introduced for medical imaging, designed specifically to enhance the detection of instance objects that are spherically shaped (e.g., cells…

eess.IV2023

Eosinophils Instance Object Segmentation on Whole Slide Imaging Using Multi-label Circle Representation

Yilin Liu, Ruining Deng, Juming Xiong +5

Eosinophilic esophagitis (EoE) is a chronic and relapsing disease characterized by esophageal inflammation. Symptoms of EoE include difficulty swallowing, food impaction, and chest…

eess.IV2023★ 1 cited

Deep Learning-Based Open Source Toolkit for Eosinophil Detection in Pediatric Eosinophilic Esophagitis

Juming Xiong, Yilin Liu, Ruining Deng +5

Eosinophilic Esophagitis (EoE) is a chronic, immune/antigen-mediated esophageal disease, characterized by symptoms related to esophageal dysfunction and histological evidence of eo…