Lixia Yao

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 32

Top Topics

Natural Language

Interactive Visual

Top Venues

BMC Medical Informatics Decis. Mak.

Publications

Jay Patel, Lixia Yao, Ernest Vina, David Fleece, Jayatilleke Arundathi, Roberto Caricchio, Huanmei Wu
Phenotype Systemic Lupus Erythematosus Patients from EPIC Cosmos. MedInfo (2023)
Tao Xu, Fei Wang, Prithwish Chakraborty, Pei-Yun Sabrina Hsueh, Gregor Stiglic, Jiang Bian, Lixia Yao, Alexej Gossmann, Florian Buettner
Workshop on Applied Data Science for Healthcare: Applications and New Frontiers of Generative Models for Healthcare. KDD (2023)
Christopher M. Black, Weilin Meng, Lixia Yao, Zina Ben Miled
Inferring the patient's age from implicit age clues in health forum posts. J. Biomed. Informatics 125 (2022)
Tao Xu, Fei Wang, Prithwish Chakraborty, Pei-Yun Sabrina Hsueh, Gregor Stiglic, Jiang Bian, Lixia Yao, Alexej Gossmann, Florian Buettner
Workshop on Applied Data Science for Healthcare (DSHealth): Transparent and Human-centered AI. KDD (2022)
Rashmie Abeysinghe, Adam Black, Denys Kaduk, Yupeng Li, Christian Reich, Alexander Davydov, Lixia Yao, Licong Cui
Towards quality improvement of vaccine concept mappings in the OMOP vocabulary with a semi-automated method. J. Biomed. Informatics 134 (2022)
Samuel Miles, Lixia Yao, Weilin Meng, Christopher M. Black, Zina Ben Miled
Comparing PSO-based clustering over contextual vector embeddings to modern topic modeling. Inf. Process. Manag. 59 (3) (2022)
Samuel Miles, Lixia Yao, Weilin Meng, Christopher M. Black, Zina Ben Miled
Topic Extraction from A Cancer Health Forum. ICHI (2021)
Fei Wang, Prithwish Chakraborty, Tao Xu, Pei-Yun Sabrina Hsueh, Xudong Sun, Gregor Stiglic, Gracy Crane, Jiang Bian, Laleh Haghverdi, Lixia Yao, Florian Buettner
KDD Health Day/DSHealth 2021: Joint KDD 2021 Health Day and 2021 KDD Workshop on Applied Data Science for Healthcare: State of XAI and Trustworthiness in Health. KDD (2021)
Amrita De, Ming Huang, Tinghao Feng, Xiaomeng Yue, Lixia Yao
Developing a Data Model for Patient Secure Messages Leveraging FHIR. AMIA (2020)
Matthew J. Cook, Lixia Yao, Xiaoyan Wang
Facilitating accurate health provider directories using natural language processing. BMC Medical Informatics Decis. Mak. (3) (2019)
Pargorn Puttapirat, Haichuan Zhang, Jingyi Deng, Yuxin Dong, Jiangbo Shi, Peiliang Lou, Chunbao Wang, Lixia Yao, Xiangrong Zhang, Chen Li
OpenHI: open platform for histopathological image annotation. Int. J. Data Min. Bioinform. 22 (4) (2019)
Riyi Qiu, Mirsad Hadzikadic, Sha Yu, Lixia Yao
Estimating disease burden using Internet data. Health Informatics J. 25 (4) (2019)
Na Hong, Kui Wang, Sizhu Wu, Feichen Shen, Lixia Yao, Guoqian Jiang
An Interactive Visualization Tool for HL7 FHIR Specification Browsing and Profiling. J. Heal. Informatics Res. 3 (3) (2019)
Kai He, Jialun Wu, Xiaoyong Ma, Chong Zhang, Ming Huang, Chen Li, Lixia Yao
Extracting Kinship from Obituary to Enhance Electronic Health Records for Genetic Research. SMM4H@ACL (2019)
Omar ElTayeby, Todd Eaglin, Malak Abdullah, David Burlinson, Wenwen Dou, Lixia Yao
A feasibility study on identifying drinking-related contents in Facebook through mining heterogeneous data. Health Informatics J. 25 (4) (2019)
Ming Huang, Nilay D. Shah, Lixia Yao
Evaluating global and local sequence alignment methods for comparing patient medical records. BMC Medical Informatics Decis. Mak. (6) (2019)
Ming Huang, Maryam Zolnoori, Nilay D. Shah, Lixia Yao
Temporal sequence alignment in electronic health records for computable patient representation. BIBM (2018)
Jingyi Shi, Mingna Zheng, Lixia Yao, Yaorong Ge
A Publication-Based Popularity Index (PPI) for Healthcare Dataset Ranking. ICHI (2018)
Lixia Yao, Kui Wang
Terminology Enabled Spatio-temporal Analysis and Visualization for Preterm Birth Data in the US. HEALTHINF (2018)
Pargorn Puttapirat, Haichuan Zhang, Yuchen Lian, Chunbao Wang, Xiangrong Zhang, Lixia Yao, Chen Li
OpenHI - An open source framework for annotating histopathological image. BIBM (2018)
Hongmei Guo, Ning Zhang, Na Hong, Lixia Yao, Wenfei Duan, Zhixiong Zhang
Characterizing Treatment Strategies of Intrahepatic Bile Duct Cancer by Literature Mining. ICHI Workshops (2018)
Ming Huang, Maryam Zolnoori, Lixia Yao
Probing Technology Innovation on Diseases via Patent Mining. AMIA (2018)
Boshu Ru, Dingcheng Li, Lixia Yao
Detecting Serendipitous Drug Usage in Social Media with Deep Neural Network Models. BIBM (2018)
Matthew J. Cook, Lixia Yao, Xiaoyan Wang
A Natural Language Processing Approach to Acquire Accurate Health Provider Directory Information. ICHI Workshops (2018)
Jingyi Shi, Mingna Zheng, Lixia Yao, Yaorong Ge
DIR - A semantic information resource for healthcare datasets. BIBM (2017)
Che Ngufor, Rozalina G. McCoy, Lixia Yao, Lindsey R. Sangaralingham, Shannon M. Dunlay, Nilay D. Shah
Identification of Clinically Meaningful Clusters of Multi-morbidity in a National Cohort of Adults Using Unsupervised Learning. AMIA (2017)
Omar ElTayeby, Todd Eaglin, Malak Abdullah, David Burlinson, Wenwen Dou, Lixia Yao
Detecting Drinking-Related Contents on Social Media by Classifying Heterogeneous Data Types. IEA/AIE (2) (2017)
Riyi Qiu, Mirsad Hadzikadic, Lixia Yao
Estimating Disease Burden Using Google Trends and Wikipedia Data. IEA/AIE (2) (2017)
Na Hong, Kui Wang, Lixia Yao, Guoqian Jiang
Visual FHIR: An Interactive Browser to Navigate HL7 FHIR Specification. ICHI (2017)
Boshu Ru, Xiaoyan Wang, Lixia Yao
Evaluation of the informatician perspective: determining types of research papers preferred by clinicians. BMC Medical Informatics Decis. Mak. 17 (2) (2017)
Boshu Ru, Charles Warner-Hillard, Yong Ge, Lixia Yao
Identifying Serendipitous Drug Usages in Patient Forum Data - A Feasibility Study. HEALTHINF (2017)
Boshu Ru, Qingxin Wu, Xin Wang, Lixia Yao, Yugang Jia
Integration of Accountable Care Organization and Additional Hospital Data into CMS Referral Analytics System. ICHI (2017)
Boshu Ru, Kimberly Harris, Lixia Yao
A Content Analysis of Patient-Reported Medication Outcomes on Social Media. ICDM Workshops (2015)
Ratna Madhuri Maddipatla, Mirsad Hadzikadic, Dipti Patel Misra, Lixia Yao
30 Day hospital readmission analysis. IEEE BigData (2015)
Kimberly Harris, Boshu Ru, Lixia Yao
A survey of social media for understanding patient-reported medication outcomes. AMIA (2015)
Ying Li, Lixia Yao
Systematic evaluation of unmet medical needs from multiple dimensionalities - A feasibility study. AMIA (2013)
Lixia Yao
Mining Electronic Health Records to Identify Drug Combinations. AMIA (2012)
Lixia Yao, Anna Divoli, Ilya Mayzus, James A. Evans, Andrey Rzhetsky
Benchmarking Ontologies: Bigger or Better? PLoS Comput. Biol. 7 (1) (2011)
Lixia Yao, Andrey Rzhetsky
Quantitative systems-level determinants of drug targets. BMC Bioinform. 9 (S-10) (2008)