Search Results for author: Xinyan Huang

Found 8 papers, 1 papers with code

Enhancing Bronchoscopy Depth Estimation through Synthetic-to-Real Domain Adaptation

no code implementations7 Nov 2024 Qingyao Tian, Huai Liao, Xinyan Huang, Lujie Li, Hongbin Liu

Monocular depth estimation has shown promise in general imaging tasks, aiding in localization and 3D reconstruction.

3D Reconstruction Depth Prediction +3

Multi-Stage Airway Segmentation in Lung CT Based on Multi-scale Nested Residual UNet

no code implementations24 Oct 2024 Bingyu Yang, Huai Liao, Xinyan Huang, Qingyao Tian, Jinlin Wu, Jingdi Hu, Hongbin Liu

Accurate and complete segmentation of airways in chest CT images is essential for the quantitative assessment of lung diseases and the facilitation of pulmonary interventional procedures.

Image Segmentation Medical Image Segmentation +1

Aligning Multiple Knowledge Graphs in a Single Pass

no code implementations1 Aug 2024 Yaming Yang, Zhe Wang, Ziyu Guan, Wei Zhao, Weigang Lu, Xinyan Huang

Entity alignment (EA) is to identify equivalent entities across different knowledge graphs (KGs), which can help fuse these KGs into a more comprehensive one.

Entity Alignment Knowledge Graphs

PANS: Probabilistic Airway Navigation System for Real-time Robust Bronchoscope Localization

no code implementations8 Jul 2024 Qingyao Tian, Zhen Chen, Huai Liao, Xinyan Huang, Bingyu Yang, Lujie Li, Hongbin Liu

To overcome these challenges, we propose a novel Probabilistic Airway Navigation System (PANS), leveraging Monte-Carlo method with pose hypotheses and likelihoods to achieve robust and real-time bronchoscope localization.

Large Language Models in Fire Engineering: An Examination of Technical Questions Against Domain Knowledge

no code implementations4 Mar 2024 Haley Hostetter, M. Z. Naser, Xinyan Huang, John Gales

This communication presents preliminary findings from comparing two recent chatbots, OpenAI's ChatGPT and Google's Bard, in the context of fire engineering by evaluating their responses in handling fire safety related queries.

Chatbot

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