Xin Chen

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 19

Top Topics

Feature Selection

Lesion Segmentation

Convolutional Neural Networks

Top Venues

Publications

Xinyi Wang, Grazziela P. Figueredo, Ruizhe Li, Wei Emma Zhang, Weitong Chen, Xin Chen
A Survey of Deep Learning-based Radiology Report Generation Using Multimodal Data. CoRR (2024)
Ruizhe Li, Grazziela P. Figueredo, Dorothee Auer, Christian Wagner, Xin Chen
MrRegNet: Multi-resolution Mask Guided Convolutional Neural Network for Medical Image Registration with Large Deformations. CoRR (2024)
Qiao Lin, Xin Chen, Chao Chen, Direnc Pekaslan, Jonathan M. Garibaldi
Fuzzy Uncertainty-Based Out-of-Distribution Detection Algorithm for Semantic Segmentation. FUZZ (2023)
Mina Jafari, Susan T. Francis, Jonathan M. Garibaldi, Xin Chen
LMISA: A lightweight multi-modality image segmentation network via domain adaptation using gradient magnitude and shape constraint. Medical Image Anal. 81 (2022)
Qiao Lin, Xin Chen, Chao Chen, Jonathan M. Garibaldi
Quality Quantification in Deep Convolutional Neural Networks for Skin Lesion Segmentation using Fuzzy Uncertainty Measurement. FUZZ-IEEE (2022)
Qiao Lin, Xin Chen, Chao Chen, Jonathan M. Garibaldi
FuzzyDCNN: Incorporating Fuzzy Integral Layers to Deep Convolutional Neural Networks for Image Segmentation. FUZZ-IEEE (2021)
Zixiao Shen, Xin Chen, Jonathan M. Garibaldi
A Fuzzy Aggregation based Ensemble Framework for Accurate and Stable Feature Selection. FUZZ-IEEE (2021)
Zixiao Shen, Xin Chen, Jonathan M. Garibaldi
A Novel Meta Learning Framework for Feature Selection using Data Synthesis and Fuzzy Similarity. CoRR (2020)
Zixiao Shen, Xin Chen, Jonathan M. Garibaldi
Performance Optimization of a Fuzzy Entropy based Feature Selection and Classification Framework. CoRR (2020)
Zixiao Shen, Xin Chen, Jonathan M. Garibaldi
A Novel Meta Learning Framework for Feature Selection using Data Synthesis and Fuzzy Similarity. FUZZ-IEEE (2020)
Zixiao Shen, Xin Chen, Jonathan M. Garibaldi
A Novel Weighted Combination Method for Feature Selection using Fuzzy Sets. CoRR (2020)
Mina Jafari, Dorothee Auer, Susan Francis, Jonathan M. Garibaldi, Xin Chen
DRU-net: An Efficient Deep Convolutional Neural Network for Medical Image Segmentation. CoRR (2020)
Mina Jafari, Dorothee Auer, Susan Francis, Jonathan M. Garibaldi, Xin Chen
DRU-Net: An Efficient Deep Convolutional Neural Network for Medical Image Segmentation. ISBI (2020)
Mina Jafari, Ruizhe Li, Yue Xing, Dorothee Auer, Susan Francis, Jonathan M. Garibaldi, Xin Chen
FU-net: Multi-class Image Segmentation Using Feedback Weighted U-net. CoRR (2020)
Xianxu Hou, Jingxin Liu, Bolei Xu, Bozhi Liu, Xin Chen, Mohammad Ilyas, Ian O. Ellis, Jon Garibaldi, Guoping Qiu
Dual Adaptive Pyramid Network for Cross-Stain Histopathology Image Segmentation. CoRR (2019)
Mina Jafari, Ruizhe Li, Yue Xing, Dorothee Auer, Susan Francis, Jonathan M. Garibaldi, Xin Chen
FU-Net: Multi-class Image Segmentation Using Feedback Weighted U-Net. ICIG (2) (2019)
Zixiao Shen, Xin Chen, Jonathan M. Garibaldi
A Novel Weighted Combination Method for Feature Selection using Fuzzy Sets. FUZZ-IEEE (2019)
Xianxu Hou, Jingxin Liu, Bolei Xu, Bozhi Liu, Xin Chen, Mohammad Ilyas, Ian O. Ellis, Jon Garibaldi, Guoping Qiu
Dual Adaptive Pyramid Network for Cross-Stain Histopathology Image Segmentation. MICCAI (2) (2019)
Zixiao Shen, Xin Chen, Jon Garibaldi
Performance Optimization of a Fuzzy Entropy Based Feature Selection and Classification Framework. SMC (2018)