Ziqian Xie - Concepedia

Concepedia

Author

Ziqian Xie

The University of Texas Health Science Center at Houston ORCID

Also Known As

Wei He, Xie, Ziqian, Ziqian Xie

42

Publications

1.2K

Citations

10

H-Index

24

Concepts

All Affiliations

The University of Texas Health Science Center at Houston University of Arizona University of California, Davis Texas A&M University

ZX

About

Ziqian Xie is an author at The University of Texas Health Science Center at Houston specializing in engineering, data science, and health informatics.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	3	3	138
2	Medicine	2	2	89
3	Data Science	2	2	89
4	Public Health	1	1	61
5	Applied Physics	1	1	49

Ziqian Xie

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11

Publications

1.2K

Citations

10

H-Index

	Year	Citations
Med-BERT: pretrained contextualized embeddings on large-scale structured electronic health records for disease prediction Laila Rasmy, Yang Xiang, Ziqian Xie, npj Digital Medicine	2021	755
Decoding of finger trajectory from ECoG using deep learning Ziqian Xie, Odelia Schwartz, Abhishek Prasad Journal of Neural Engineering	2017	89
Recurrent neural network models (CovRNN) for predicting outcomes of patients with COVID-19 on admission to hospital: model development and validation using electronic health record data Laila Rasmy, Masayuki Nigo, Bijun S. Kannadath, The Lancet Digital Health	2022	82
Med-BERT: pre-trained contextualized embeddings on large-scale structured electronic health records for disease prediction Laila Rasmy, Yang Xiang, Ziqian Xie, arXiv (Cornell University) Artificial IntelligenceStructured PredictionLlm Fine-tuningEngineeringMachine Learning	2020	61
Developing "smart windows" for optical storage and temperature sensing based on KNN transparent ceramics Fangyuan Yu, Bowen Ma, Ziqian Xie, Journal of the European Ceramic Society Materials ScienceKnn Transparent CeramicsOptical MaterialsEngineeringOptical Properties	2023	49
Deep learning model for personalized prediction of positive MRSA culture using time-series electronic health records Masayuki Nigo, Laila Rasmy, Bingyu Mao, Nature Communications	2024	39
Unsupervised deep representation learning enables phenotype discovery for genetic association studies of brain imaging Khush Patel, Ziqian Xie, Hao Yuan, Communications Biology	2024	29
PK-RNN-V E: A deep learning model approach to vancomycin therapeutic drug monitoring using electronic health record data Masayuki Nigo, Hong Thoai Nga Tran, Ziqian Xie, Journal of Biomedical Informatics Therapeutic Drug MonitoringPk-rnn-v EEngineeringMachine LearningData Science	2022	28
iGWAS: Image-based genome-wide association of self-supervised deep phenotyping of retina fundus images Ziqian Xie, T. Zhang, Sangbae Kim, PLoS Genetics	2024	15
New phenotype discovery method by unsupervised deep representation learning empowers genetic association studies of brain imaging Khush Patel, Ziqian Xie, Hao Yuan,	2022	10

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