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2020 – today
- 2023
[c27]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: 5893-5894- [c26]Jay Patel, Lixia Yao, Ernest Vina, David Fleece, Jayatilleke Arundathi, Roberto Caricchio, Huanmei Wu:
Phenotype Systemic Lupus Erythematosus Patients from EPIC Cosmos. MedInfo 2023: 159-163 - 2022
- [j12]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): 102921 (2022) - [j11]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: 103976 (2022) - [j10]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: 104162 (2022) - [c25]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: 4908-4909 - 2021
- [c24]Samuel Miles, Lixia Yao, Weilin Meng, Christopher M. Black, Zina Ben Miled:
Topic Extraction from A Cancer Health Forum. ICHI 2021: 491-492 - [c23]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: 4159-4160 - 2020
- [c22]Amrita De, Ming Huang, Tinghao Feng, Xiaomeng Yue, Lixia Yao:
Developing a Data Model for Patient Secure Messages Leveraging FHIR. AMIA 2020
2010 – 2019
- 2019
- [j9]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) - [j8]Riyi Qiu, Mirsad Hadzikadic, Sha Yu, Lixia Yao:
Estimating disease burden using Internet data. Health Informatics J. 25(4) (2019) - [j7]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): 328-349 (2019) - [j6]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): 329-344 (2019) - [j5]Matthew J. Cook, Lixia Yao, Xiaoyan Wang:
Facilitating accurate health provider directories using natural language processing. BMC Medical Informatics Decis. Mak. 19-S(3): 99-106 (2019) - [j4]Ming Huang, Nilay D. Shah, Lixia Yao:
Evaluating global and local sequence alignment methods for comparing patient medical records. BMC Medical Informatics Decis. Mak. 19-S(6): 263 (2019) - [c21]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: 1-10 - 2018
- [c20]Ming Huang, Maryam Zolnoori, Lixia Yao:
Probing Technology Innovation on Diseases via Patent Mining. AMIA 2018 - [c19]Ming Huang, Maryam Zolnoori, Nilay D. Shah, Lixia Yao:
Temporal sequence alignment in electronic health records for computable patient representation. BIBM 2018: 1054-1061 - [c18]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: 1076-1082 - [c17]Boshu Ru, Dingcheng Li, Lixia Yao:
Detecting Serendipitous Drug Usage in Social Media with Deep Neural Network Models. BIBM 2018: 1083-1090 - [c16]Lixia Yao, Kui Wang:
Terminology Enabled Spatio-temporal Analysis and Visualization for Preterm Birth Data in the US. HEALTHINF 2018: 510-518 - [c15]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: 43-48 - [c14]Matthew J. Cook, Lixia Yao, Xiaoyan Wang:
A Natural Language Processing Approach to Acquire Accurate Health Provider Directory Information. ICHI Workshops 2018: 76-77 - [c13]Jingyi Shi, Mingna Zheng, Lixia Yao, Yaorong Ge:
A Publication-Based Popularity Index (PPI) for Healthcare Dataset Ranking. ICHI 2018: 247-254 - 2017
- [j3]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): 5-14 (2017) - [c12]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 - [c11]Jingyi Shi, Mingna Zheng, Lixia Yao, Yaorong Ge:
DIR - A semantic information resource for healthcare datasets. BIBM 2017: 805-810 - [c10]Boshu Ru, Charles Warner-Hillard, Yong Ge, Lixia Yao:
Identifying Serendipitous Drug Usages in Patient Forum Data - A Feasibility Study. HEALTHINF 2017: 106-118 - [c9]Na Hong, Kui Wang, Lixia Yao, Guoqian Jiang:
Visual FHIR: An Interactive Browser to Navigate HL7 FHIR Specification. ICHI 2017: 26-30 - [c8]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: 357-361 - [c7]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: 364-373 - [c6]Riyi Qiu, Mirsad Hadzikadic, Lixia Yao:
Estimating Disease Burden Using Google Trends and Wikipedia Data. IEA/AIE (2) 2017: 374-385 - [e1]Fusheng Wang, Lixia Yao, Gang Luo:
Data Management and Analytics for Medicine and Healthcare - Second International Workshop, DMAH 2016, Held at VLDB 2016, New Delhi, India, September 9, 2016, Revised Selected Papers. Lecture Notes in Computer Science 10186, 2017, ISBN 978-3-319-57740-1 [contents] - 2015
- [c5]Kimberly Harris, Boshu Ru, Lixia Yao:
A survey of social media for understanding patient-reported medication outcomes. AMIA 2015 - [c4]Ratna Madhuri Maddipatla, Mirsad Hadzikadic, Dipti Patel Misra, Lixia Yao:
30 Day hospital readmission analysis. IEEE BigData 2015: 2922-2924 - [c3]Boshu Ru, Kimberly Harris, Lixia Yao:
A Content Analysis of Patient-Reported Medication Outcomes on Social Media. ICDM Workshops 2015: 472-479 - 2013
- [c2]Ying Li, Lixia Yao:
Systematic evaluation of unmet medical needs from multiple dimensionalities - A feasibility study. AMIA 2013 - 2012
- [c1]Lixia Yao:
Mining Electronic Health Records to Identify Drug Combinations. AMIA 2012 - 2011
- [j2]Lixia Yao, Anna Divoli, Ilya Mayzus, James A. Evans, Andrey Rzhetsky:
Benchmarking Ontologies: Bigger or Better? PLoS Comput. Biol. 7(1) (2011)
2000 – 2009
- 2008
- [j1]Lixia Yao, Andrey Rzhetsky:
Quantitative systems-level determinants of drug targets. BMC Bioinform. 9(S-10) (2008)
Coauthor Index
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