Xiaxia Yu

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 15

Top Topics

Drug Resistance

Domain Adaptation

Image Segmentation

Top Venues

Medical Biol. Eng. Comput.

Publications

Jinhu Zhuang, Linyan Xie, Chenxi Peng, Guangjian Zeng, Ming Wu, Xiaxia Yu
Continuous Identification of Sepsis-Associated Acute Heart Failure Patients: An Integrated LSTM-Based Algorithm. ISBRA (1) (2024)
Xue Li, Jun Huang, Cuiting Wang, Xiaxia Yu, Tianhao Zhao, Chuan Huang, Yi Gao
Expectation-maximization algorithm leads to domain adaptation for a perineural invasion and nerve extraction task in whole slide digital pathology images. Medical Biol. Eng. Comput. 61 (2) (2023)
Jinhu Zhuang, Haofan Huang, Song Jiang, Jianwen Liang, Yong Liu, Xiaxia Yu
A generalizable and interpretable model for mortality risk stratification of sepsis patients in intensive care unit. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Yongsen Tan, Jiahui Huang, Jinhu Zhuang, Haofan Huang, Song Jiang, Miaowen She, Mu Tian, Yong Liu, Xiaxia Yu
Identifying acute kidney injury subphenotypes using an outcome-driven deep-learning approach. J. Biomed. Informatics 143 (2023)
Yi Gao, Cheng Chang, Xiaxia Yu, Pengjin Pang, Nian Xiong, Chuan Huang
A VR-based volumetric medical image segmentation and visualization system with natural human interaction. Virtual Real. 26 (2) (2022)
Haofan Huang, Xiaxia Yu, Mu Tian, Weizhen He, Shawn Xiang Li, Zhengrong Liang, Yi Gao
Open-source algorithm and software for computed tomography-based virtual pancreatoscopy and other applications. Vis. Comput. Ind. Biomed. Art 5 (1) (2022)
Yongsen Tan, Jiahui Huang, Jinhu Zhuang, Yong Liu, Haofan Huang, Xiaxia Yu, Fusheng Wang
Generalizable deep clustering based on Bi-LSTM with applications to sepsis and acute kidney disease populations. BIBM (2022)
Mu Tian, Jinchan He, Xiaxia Yu, Chudong Cai, Yi Gao
MCMC Guided CNN Training and Segmentation for Pancreas Extraction. IEEE Access 9 (2021)
Xiaxia Yu, Bingshuai Zhao, Haofan Huang, Mu Tian, Sai Zhang, Hongping Song, Zengshan Li, Kun Huang, Yi Gao
An Open Source Platform for Computational Histopathology. IEEE Access 9 (2021)
Jun Huang, Xue Li, Jing Wang, Xiaxia Yu, Liangjia Zhu, Ying Zhan, Yi Gao, Chuan Huang
Cross-Dataset Multiple Organ Segmentation From CT Imagery Using FBP-Derived Domain Adaptation. IEEE Access 9 (2021)
Jinchan He, Xiaxia Yu, Chudong Cai, Yi Gao
MCMC Guided CNN Training and Segmentation for Pancreas Extraction. CoRR (2020)
Shuxiu Cai, Xiaxia Yu, Qiaochu Zhang, Chuan Huang, Yi Gao
Is hippocampus getting bumpier with age: a quantitative analysis of fine-scale dentational feature under the hippocampus on 552 healthy subjects. Medical Imaging: Image Processing (2019)
Naiyun Zhou, Xiaxia Yu, Tianhao Zhao, Si Wen, Fusheng Wang, Wei Zhu, Tahsin M. Kurç, Allen R. Tannenbaum, Joel H. Saltz, Yi Gao
Evaluation of nucleus segmentation in digital pathology images through large scale image synthesis. Medical Imaging: Digital Pathology (2017)
Xin Chen, Yu Wang, Xiaxia Yu, Elinor Schoenfeld, Mary M. Saltz, Joel H. Saltz, Fusheng Wang
Large-scale Analysis of Opioid Poisoning Related Hospital Visits in New York State. AMIA (2017)
ChenHsiang Shen, Xiaxia Yu, Robert W. Harrison, Irene T. Weber
Automated prediction of HIV drug resistance from genotype data. BMC Bioinform. 17 (S-8) (2016)
Xiaxia Yu, Irene T. Weber, Robert W. Harrison
Identifying representative drug resistant mutants of HIV. BMC Bioinform. 16 (S17) (2015)
Xiaxia Yu, Robert W. Harrison, Irene T. Weber
Identifying representative drug resistant mutants of HIV reverse transcriptase. ICCABS (2014)
Erin-Elizabeth A. Durham, Xiaxia Yu, Robert W. Harrison
FDT 2.0: Improving scalability of the fuzzy decision tree induction tool - integrating database storage. CICARE (2014)
Robert W. Harrison, Irene T. Weber, Xiaxia Yu
Sparse Representation for HIV-1 Protease Drug Resistance Prediction. SDM (2013)
Robert W. Harrison, Xiaxia Yu, Irene T. Weber
Using triangulation to include target structure improves drug resistance prediction accuracy. ICCABS (2013)
Xiaxia Yu, Robert W. Harrison, Irene T. Weber
HIV drug resistance prediction using multiple regression. ICCABS (2013)
Promita Bose, Xiaxia Yu, Robert W. Harrison
Encoding protein structure with functions on graphs. BIBM Workshops (2011)