Xiaxia Yu

According to our database, Xiaxia Yu authored at least 24 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Enhanced Deformation Vector Field Generation With Diffusion Models and Mamba-Based Network for Registration Performance Enhancement.

Zengan Huang, Shan Gao, Xiaxia Yu, Liangjia Zhu, Yi Gao

Int. J. Imaging Syst. Technol., 2024

Fine-grained subphenotypes in acute kidney injury populations based on deep clustering: Derivation and interpretation.

Yongsen Tan, Jiahui Huang, Jinhu Zhuang, Haofan Huang, Mu Tian, Yong Liu, Ming Wu, Xiaxia Yu

Int. J. Medical Informatics, 2024

Continuous Identification of Sepsis-Associated Acute Heart Failure Patients: An Integrated LSTM-Based Algorithm.

Jinhu Zhuang, Linyan Xie, Chenxi Peng, Guangjian Zeng, Ming Wu, Xiaxia Yu

Proceedings of the Bioinformatics Research and Applications - 20th International Symposium, 2024

2023

A generalizable and interpretable model for mortality risk stratification of sepsis patients in intensive care unit.

Jinhu Zhuang, Haofan Huang, Song Jiang, Jianwen Liang, Yong Liu, Xiaxia Yu

BMC Medical Informatics Decis. Mak., December, 2023

Expectation-maximization algorithm leads to domain adaptation for a perineural invasion and nerve extraction task in whole slide digital pathology images.

Xue Li, Jun Huang, Cuiting Wang, Xiaxia Yu, Tianhao Zhao, Chuan Huang, Yi Gao

Medical Biol. Eng. Comput., February, 2023

Identifying acute kidney injury subphenotypes using an outcome-driven deep-learning approach.

Yongsen Tan, Jiahui Huang, Jinhu Zhuang, Haofan Huang, Song Jiang, Miaowen She, Mu Tian, Yong Liu, Xiaxia Yu

J. Biomed. Informatics, 2023

2022

A VR-based volumetric medical image segmentation and visualization system with natural human interaction.

Yi Gao, Cheng Chang, Xiaxia Yu, Pengjin Pang, Nian Xiong, Chuan Huang

Virtual Real., 2022

Open-source algorithm and software for computed tomography-based virtual pancreatoscopy and other applications.

Haofan Huang, Xiaxia Yu, Mu Tian, Weizhen He, Shawn Xiang Li, Zhengrong Liang, Yi Gao

Vis. Comput. Ind. Biomed. Art, 2022

Generalizable deep clustering based on Bi-LSTM with applications to sepsis and acute kidney disease populations.

Yongsen Tan, Jiahui Huang, Jinhu Zhuang, Yong Liu, Haofan Huang, Xiaxia Yu, Fusheng Wang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021

An Open Source Platform for Computational Histopathology.

Xiaxia Yu, Bingshuai Zhao, Haofan Huang, Mu Tian, Sai Zhang, Hongping Song, Zengshan Li, Kun Huang, Yi Gao

IEEE Access, 2021

MCMC Guided CNN Training and Segmentation for Pancreas Extraction.

Mu Tian, Jinchan He, Xiaxia Yu, Chudong Cai, Yi Gao

IEEE Access, 2021

Cross-Dataset Multiple Organ Segmentation From CT Imagery Using FBP-Derived Domain Adaptation.

Jun Huang, Xue Li, Jing Wang, Xiaxia Yu, Liangjia Zhu, Ying Zhan, Yi Gao, Chuan Huang

IEEE Access, 2021

2020

MCMC Guided CNN Training and Segmentation for Pancreas Extraction.

Jinchan He, Xiaxia Yu, Chudong Cai, Yi Gao

CoRR, 2020

2019

Is hippocampus getting bumpier with age: a quantitative analysis of fine-scale dentational feature under the hippocampus on 552 healthy subjects.

Shuxiu Cai, Xiaxia Yu, Qiaochu Zhang, Chuan Huang, Yi Gao

Proceedings of the Medical Imaging 2019: Image Processing, 2019

2017

Evaluation of nucleus segmentation in digital pathology images through large scale image synthesis.

Naiyun Zhou, Xiaxia Yu, Tianhao Zhao, Si Wen, Fusheng Wang, Wei Zhu, Tahsin M. Kurç, Allen R. Tannenbaum, Joel H. Saltz, Yi Gao

Proceedings of the Medical Imaging 2017: Digital Pathology, 2017

Large-scale Analysis of Opioid Poisoning Related Hospital Visits in New York State.

Xin Chen, Yu Wang, Xiaxia Yu, Elinor Schoenfeld, Mary M. Saltz, Joel H. Saltz, Fusheng Wang

Proceedings of the AMIA 2017, 2017

2016

Automated prediction of HIV drug resistance from genotype data.

ChenHsiang Shen, Xiaxia Yu, Robert W. Harrison, Irene T. Weber

BMC Bioinform., 2016

2015

Identifying representative drug resistant mutants of HIV.

Xiaxia Yu, Irene T. Weber, Robert W. Harrison

BMC Bioinform., December, 2015

2014

Identifying representative drug resistant mutants of HIV reverse transcriptase.

Xiaxia Yu, Robert W. Harrison, Irene T. Weber

Proceedings of the IEEE 4th International Conference on Computational Advances in Bio and Medical Sciences, 2014

FDT 2.0: Improving scalability of the fuzzy decision tree induction tool - integrating database storage.

Erin-Elizabeth A. Durham, Xiaxia Yu, Robert W. Harrison

Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Healthcare and e-health, 2014

2013

Sparse Representation for HIV-1 Protease Drug Resistance Prediction.

Robert W. Harrison, Irene T. Weber, Xiaxia Yu

Proceedings of the 13th SIAM International Conference on Data Mining, 2013

HIV drug resistance prediction using multiple regression.

Xiaxia Yu, Robert W. Harrison, Irene T. Weber

Proceedings of the IEEE 3rd International Conference on Computational Advances in Bio and Medical Sciences, 2013

Using triangulation to include target structure improves drug resistance prediction accuracy.

Robert W. Harrison, Xiaxia Yu, Irene T. Weber

Proceedings of the IEEE 3rd International Conference on Computational Advances in Bio and Medical Sciences, 2013

2011

Encoding protein structure with functions on graphs.

Promita Bose, Xiaxia Yu, Robert W. Harrison

Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011