Hao Liu

According to our database, Hao Liu authored at least 21 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Using Generative Large Language Models for Hierarchical Relationship Prediction in Medical Ontologies.

Hao Liu, Shuxin Zhou, Zhehuan Chen, Yehoshua Perl, Jiayin Wang

Proceedings of the 12th IEEE International Conference on Healthcare Informatics, 2024

Skimming of Electronic Health Records Highlighted by an Interface Terminology Curated with Machine Learning Mining.

Mahshad Koohi H. Dehkordi, Navya Martin Kollapally, Yehoshua Perl, James Geller, Fadi P. Deek, Hao Liu, Vipina Kuttichi Keloth, Gai Elhanan, Andrew J. Einstein

Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024

2023

Using annotation for computerized support for fast skimming of cardiology electronic health record notes.

Mahshad Koohi H. Dehkordi, Andrew J. Einstein, Shuxin Zhou, Gai Elhanan, Yehoshua Perl, Vipina Kuttichi Keloth, James Geller, Hao Liu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

Predicting Solar Energetic Particles Using SDO/HMI Vector Magnetic Data Products and a Bidirectional LSTM Network.

Yasser Abduallah, Vania K. Jordanova, Hao Liu, Qin Li, Jason T. L. Wang, Haimin Wang

CoRR, 2022

2021

Visual comprehension and orientation into the COVID-19 CIDO ontology.

Ling Zheng, Yehoshua Perl, Yongqun He, Christopher Ochs, James Geller, Hao Liu, Vipina Kuttichi Keloth

J. Biomed. Informatics, 2021

2020

Missing lateral relationships in top-level concepts of an ontology.

Ling Zheng, Yan Chen, Hua Min, P. Lloyd Hildebrand, Hao Liu, Michael Halper, James Geller, Sherri de Coronado, Yehoshua Perl

BMC Medical Informatics Decis. Mak., 2020

Concept placement using BERT trained by transforming and summarizing biomedical ontology structure.

Hao Liu, Yehoshua Perl, James Geller

J. Biomed. Informatics, 2020

Identifying and Tracking Solar Magnetic Flux Elements with Deep Learning.

Haodi Jiang, Jiasheng Wang, Chang Liu, Ju Jing, Hao Liu, Jason T. L. Wang, Haimin Wang

CoRR, 2020

Inferring Vector Magnetic Fields from Stokes Profiles of GST/NIRIS Using a Convolutional Neural Network.

Hao Liu, Yan Xu, Jiasheng Wang, Ju Jing, Chang Liu, Jason T. L. Wang, Haimin Wang

CoRR, 2020

Predicting Coronal Mass Ejections Using SDO/HMI Vector Magnetic Data Products and Recurrent Neural Networks.

Hao Liu, Chang Liu, Jason T. L. Wang, Haimin Wang

CoRR, 2020

2019

Predicting Solar Flares Using a Long Short-Term Memory Network.

Hao Liu, Chang Liu, Jason T. L. Wang, Haimin Wang

CoRR, 2019

Training Convolutional Neural Network with Terminology Summarization Data Improves SNOMED CT Enrichment.

Ling Zheng, Hao Liu, Yehoshua Perl, James Geller

Proceedings of the AMIA 2019, 2019

Transfer Learning from BERT to Support Insertion of New Concepts into SNOMED CT.

Hao Liu, Yehoshua Perl, James Geller

Proceedings of the AMIA 2019, 2019

2018

A Quality Assurance Methodology for ChEBI Ontology Focusing on Uncommonly Modeled Concepts.

Hao Liu, Ling Chen, Ling Zheng, Yehoshua Perl, James Geller

Proceedings of the 9th International Conference on Biological Ontology (ICBO 2018), 2018

Can a Convolutional Neural Network Support Auditing of NCI Thesaurus Neoplasm Concepts?

Hao Liu, Ling Zheng, Yehoshua Perl, James Geller, Gai Elhanan

Proceedings of the 9th International Conference on Biological Ontology (ICBO 2018), 2018

Enrichment of SNOMED CT Ophthalmology Component to Support EHR Coding.

Hao Liu, P. Lloyd Hildebrand, Yehoshua Perl, James Geller

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Overlapping Complex Concepts Have More Commission Errors, Especially in Intensive Terminology Auditing.

Ling Zheng, Hao Liu, Yehoshua Perl, James Geller, Christopher Ochs, James T. Case

Proceedings of the AMIA 2018, 2018

Using Convolutional Neural Networks to Support Insertion of New Concepts into SNOMED CT.

Hao Liu, James Geller, Michael Halper, Yehoshua Perl

Proceedings of the AMIA 2018, 2018

2017

From SNOMED CT to Uberon: Transferability of evaluation methodology between similarly structured ontologies.

Gai Elhanan, Christopher Ochs, José L. V. Mejino Jr., Hao Liu, Christopher J. Mungall, Yehoshua Perl

Artif. Intell. Medicine, 2017

Correcting Ontology Errors Simplifies Visual Complexity.

Hao Liu, Ling Zheng, Yehoshua Perl, Yan Chen, Gai Elhanan

Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

Multi-layer Big Knowledge Visualization Scheme for Comprehending Neoplasm Ontology Content.

Ling Zheng, Christopher Ochs, James Geller, Hao Liu, Yehoshua Perl, Sherri de Coronado

Proceedings of the IEEE International Conference on Big Knowledge, 2017