Sijia Liu

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 13

Top Topics

Convolutional Neural Network

Respiratory Syndrome Coronavirus

Electronic Health Record

Top Venues

JMIR medical informatics

NPJ digital medicine

Journal of medical Internet research

JMIR human factors

This page only lists publications with an associated author ORCID identifier.

Publications

Xiaoqian Jiang, Liwei Wang, Huan He, Sunyang Fu, Sijia Liu, David A Hanauer, Daniel R Harris, Ramakanth Kavuluru, Rui Zhang, Karthik Natarajan, Nishanth P Pavinkurve, Janos G Hajagos, Sritha Rajupet, Veena Lingam, Mary Saltz, Corey Elowsky, Richard A Moffitt, Farrukh M Koraishy, Matvey B Palchuk, Jordan Donovan, Lora Lingrey, Garo Stone-DerHagopian, Robert T Miller, Andrew E Williams, Peter J Leese, Paul I Kovach, Emily Rose Pfaff, Mikhail Zemmel, Robert D Pates, Nick Guthe, Melissa A Haendel, Christopher G Chute, Hongfang Liu, null null, null null
A Case Demonstration of the Open Health Natural Language Processing Toolkit From the National COVID-19 Cohort Collaborative and the Researching COVID to Enhance Recovery Programs for a Natural Language Processing System for COVID-19 or Postacute Sequelae of SARS CoV-2 Infection: Algorithm Development and Validation. JMIR medical informatics 12 (2024)
Liwei Wang, Huan He, Xiaoqian Jiang, Sungrim Moon, Sunyang Fu, Kevin Jerrold Peterson, Xuguang Ai, Sijia Liu, Ramakanth Kavuluru, Hongfang Liu
Acquisition of a Lexicon for Family History Information: Bidirectional Encoder Representations From Transformers-Assisted Sublanguage Analysis. JMIR medical informatics 11 (2023)
Liwei Wang, Huan He, Xiaoqian Jiang, Sungrim Moon, Sunyang Fu, Kevin Jerrold Peterson, Xuguang Ai, Sijia Liu, Ramakanth Kavuluru, Hongfang Liu
Acquisition of a Lexicon for Family History Information: Bidirectional Encoder Representations From Transformers-Assisted Sublanguage Analysis. JMIR medical informatics 11 (2023)
Ming Huang, Aditya Khurana, George Mastorakos, Xiaoqian Jiang, Huan He, Liwei Wang, Sijia Liu, Yanshan Wang, Nansu Zong, Julie Prigge, Brian A Costello, Nilay D Shah, Henry Ting, Jungwei Wilfred Fan, Christi A Patten, Hongfang Liu
Patient Portal Messaging for Asynchronous Virtual Care During the COVID-19 Pandemic: Retrospective Analysis. JMIR human factors 9 (2) (2022)
Liwei Wang, Sunyang Fu, Xiaoqian Jiang, Xiaoyang Ruan, Huan He, Sijia Liu, Sungrim Moon, Michelle Mai, Irbaz Bin Riaz, Nan Wang, Ping Yang, Hua Xu, Jeremy L Warner, Hongfang Liu
Assessment of Electronic Health Record for Cancer Research and Patient Care Through a Scoping Review of Cancer Natural Language Processing. JCO clinical cancer informatics 6 (2022)
Feichen Shen, Sijia Liu, Sunyang Fu, Yanshan Wang, Sam Henry, Özlem Uzuner, Hongfang Liu
Family History Extraction From Synthetic Clinical Narratives Using Natural Language Processing: Overview and Evaluation of a Challenge Data Set and Solutions for the 2019 National NLP Clinical Challenges (n2c2)/Open Health Natural Language Processing (OHNLP) Competition. JMIR medical informatics 9 (1) (2021)
Nansu Zong, Victoria Ngo, Daniel J Stone, Xiaoqian Jiang, Yiqing Zhao, Yue Yu, Sijia Liu, Ming Huang, Chen Wang, Gouqian Jiang
Leveraging Genetic Reports and Electronic Health Records for the Prediction of Primary Cancers: Algorithm Development and Validation Study. JMIR medical informatics 9 (5) (2021)
Himanshu S Sahoo, Greg M Silverman, Nicholas E Ingraham, Monica I Lupei, Michael A Puskarich, Raymond L Finzel, John Sartori, Rui Zhang, Benjamin C Knoll, Sijia Liu, Hongfang Liu, Genevieve B Melton, Christopher J Tignanelli, Serguei V S Pakhomov
A fast, resource efficient, and reliable rule-based system for COVID-19 symptom identification. JAMIA open 4 (3) (2021)
Sijia Liu, Yanshan Wang, Xiaoqian Jiang, Liwei Wang, Yun Long, Feichen Shen, Steven D Bedrick, William R Hersh, Hongfang Liu
Implementation of a Cohort Retrieval System for Clinical Data Repositories Using the Observational Medical Outcomes Partnership Common Data Model: Proof-of-Concept System Validation. JMIR medical informatics 8 (10) (2020)
Xiaoqian Jiang, Sunyang Fu, Sungrim Moon, Mohamed Y Elwazir, Andrew N Rosenbaum, Vinod C Kaggal, Sijia Liu, Sunghwan Sohn, Hongfang Liu, Jungwei Fan
Desiderata for delivering NLP to accelerate healthcare AI advancement and a Mayo Clinic NLP-as-a-service implementation. NPJ digital medicine 2 (2019)
David Chen, Sijia Liu, Paul Kingsbury, Sunghwan Sohn, Curtis B Storlie, Elizabeth B Habermann, James M Naessens, David W Larson, Hongfang Liu
Deep learning and alternative learning strategies for retrospective real-world clinical data. NPJ digital medicine 2 (2019)
Feichen Shen, Sijia Liu, Yanshan Wang, Xiaoqian Jiang, Liwei Wang, Hongfang Liu
Utilization of Electronic Medical Records and Biomedical Literature to Support the Diagnosis of Rare Diseases Using Data Fusion and Collaborative Filtering Approaches. JMIR medical informatics 6 (4) (2018)
Yuqun Zeng, Xu-Sheng Liu, Yanshan Wang, Feichen Shen, Sijia Liu, Majid Rastegar-Mojarad, Liwei Wang, Hongfang Liu
Recommending Education Materials for Diabetic Questions Using Information Retrieval Approaches. Journal of medical Internet research 19 (10) (2017)