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2020 – today
- 2024
[j12]Yongsen Tan
, Jiahui Huang, Jinhu Zhuang, Haofan Huang, Mu Tian, Yong Liu, Ming Wu, Xiaxia Yu:
Fine-grained subphenotypes in acute kidney injury populations based on deep clustering: Derivation and interpretation. Int. J. Medical Informatics 191: 105553 (2024)- [j11]Zengan Huang, Shan Gao, Xiaxia Yu, Liangjia Zhu, Yi Gao:
Enhanced Deformation Vector Field Generation With Diffusion Models and Mamba-Based Network for Registration Performance Enhancement. Int. J. Imaging Syst. Technol. 34(5) (2024) - [c11]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: 483-494 - 2023
- [j10]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: 104393 (2023) - [j9]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): 457-473 (2023) - [j8]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): 185 (2023) - 2022
- [j7]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): 20 (2022) - [j6]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): 415-424 (2022) - [c10]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: 1745-1750 - 2021
- [j5]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: 25025-25035 (2021) - [j4]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: 73651-73661 (2021) - [j3]Mu Tian, Jinchan He, Xiaxia Yu, Chudong Cai, Yi Gao:
MCMC Guided CNN Training and Segmentation for Pancreas Extraction. IEEE Access 9: 90539-90554 (2021) - 2020
- [i1]Jinchan He, Xiaxia Yu, Chudong Cai, Yi Gao:
MCMC Guided CNN Training and Segmentation for Pancreas Extraction. CoRR abs/2003.03938 (2020)
2010 – 2019
- 2019
- [c9]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. Image Processing 2019: 1094935 - 2017
- [c8]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 - [c7]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. Digital Pathology 2017: 101400K - 2016
- [j2]ChenHsiang Shen, Xiaxia Yu, Robert W. Harrison, Irene T. Weber:
Automated prediction of HIV drug resistance from genotype data. BMC Bioinform. 17(S-8): 278 (2016) - 2015
- [j1]Xiaxia Yu, Irene T. Weber, Robert W. Harrison:
Identifying representative drug resistant mutants of HIV. BMC Bioinform. 16(S17): S1 (2015) - 2014
- [c6]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: 187-190 - [c5]Xiaxia Yu, Robert W. Harrison, Irene T. Weber:
Identifying representative drug resistant mutants of HIV reverse transcriptase. ICCABS 2014: 1 - 2013
- [c4]Robert W. Harrison, Xiaxia Yu, Irene T. Weber:
Using triangulation to include target structure improves drug resistance prediction accuracy. ICCABS 2013: 1 - [c3]Xiaxia Yu, Robert W. Harrison, Irene T. Weber:
HIV drug resistance prediction using multiple regression. ICCABS 2013: 1-2 - [c2]Robert W. Harrison, Irene T. Weber, Xiaxia Yu:
Sparse Representation for HIV-1 Protease Drug Resistance Prediction. SDM 2013: 342-349 - 2011
- [c1]Promita Bose, Xiaxia Yu, Robert W. Harrison:
Encoding protein structure with functions on graphs. BIBM Workshops 2011: 338-344
Coauthor Index
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