Hao Liu

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 15

Top Topics

Transfer Learning

Knowledge Visualization

Top Venues

J. Biomed. Informatics

Publications

Mahshad Koohi H. Dehkordi, Navya Martin Kollapally, Yehoshua Perl, James Geller, Fadi P. Deek, Hao Liu, Vipina Kuttichi Keloth, Gai Elhanan, Andrew J. Einstein
Skimming of Electronic Health Records Highlighted by an Interface Terminology Curated with Machine Learning Mining. BIOSTEC (2) (2024)
Mahshad Koohi H. Dehkordi, Andrew J. Einstein, Shuxin Zhou, Gai Elhanan, Yehoshua Perl, Vipina Kuttichi Keloth, James Geller, Hao Liu
Using annotation for computerized support for fast skimming of cardiology electronic health record notes. BIBM (2023)
Ling Zheng, Yehoshua Perl, Yongqun He, Christopher Ochs, James Geller, Hao Liu, Vipina Kuttichi Keloth
Visual comprehension and orientation into the COVID-19 CIDO ontology. J. Biomed. Informatics 120 (2021)
Hao Liu, Yan Xu, Jiasheng Wang, Ju Jing, Chang Liu, Jason T. L. Wang, Haimin Wang
Inferring Vector Magnetic Fields from Stokes Profiles of GST/NIRIS Using a Convolutional Neural Network. CoRR (2020)
Hao Liu, Yehoshua Perl, James Geller
Concept placement using BERT trained by transforming and summarizing biomedical ontology structure. J. Biomed. Informatics 112 (2020)
Ling Zheng, Yan Chen, Hua Min, P. Lloyd Hildebrand, Hao Liu, Michael Halper, James Geller, Sherri de Coronado, Yehoshua Perl
Missing lateral relationships in top-level concepts of an ontology. BMC Medical Informatics Decis. Mak. (10) (2020)
Ling Zheng, Hao Liu, Yehoshua Perl, James Geller
Training Convolutional Neural Network with Terminology Summarization Data Improves SNOMED CT Enrichment. AMIA (2019)
Hao Liu, Yehoshua Perl, James Geller
Transfer Learning from BERT to Support Insertion of New Concepts into SNOMED CT. AMIA (2019)
Hao Liu, James Geller, Michael Halper, Yehoshua Perl
Using Convolutional Neural Networks to Support Insertion of New Concepts into SNOMED CT. AMIA (2018)
Hao Liu, Ling Zheng, Yehoshua Perl, James Geller, Gai Elhanan
Can a Convolutional Neural Network Support Auditing of NCI Thesaurus Neoplasm Concepts? ICBO (2018)
Hao Liu, P. Lloyd Hildebrand, Yehoshua Perl, James Geller
Enrichment of SNOMED CT Ophthalmology Component to Support EHR Coding. BIBM (2018)
Hao Liu, Ling Chen, Ling Zheng, Yehoshua Perl, James Geller
A Quality Assurance Methodology for ChEBI Ontology Focusing on Uncommonly Modeled Concepts. ICBO (2018)
Ling Zheng, Hao Liu, Yehoshua Perl, James Geller, Christopher Ochs, James T. Case
Overlapping Complex Concepts Have More Commission Errors, Especially in Intensive Terminology Auditing. AMIA (2018)
Ling Zheng, Christopher Ochs, James Geller, Hao Liu, Yehoshua Perl, Sherri de Coronado
Multi-layer Big Knowledge Visualization Scheme for Comprehending Neoplasm Ontology Content. ICBK (2017)
Gai Elhanan, Christopher Ochs, José L. V. Mejino Jr., Hao Liu, Christopher J. Mungall, Yehoshua Perl
From SNOMED CT to Uberon: Transferability of evaluation methodology between similarly structured ontologies. Artif. Intell. Medicine 79 (2017)