Sicheng Zhou

发表

Design a Learning-Oriented Fall Event Reporting System Based on Kirkpatrick Model

Yang Gong, Sicheng Zhou, Hong Kang, 2017, MedInfo.

Identifying and Synchronizing Health Information Technology (HIT) Events from FDA Medical Device Reports

Frank Wang, Yang Gong, Sicheng Zhou, 2017, MedInfo.

Barrage Text Classification with Improved Active Learning and CNN

Lin Cong, Sicheng Zhou, Peng Wang, 2019, J. Adv. Comput. Intell. Intell. Informatics.

Unveiling Originated Stages of Medication Errors: An Automated Pipeline Approach

Bin Yao, Yang Gong, Sicheng Zhou, 2018, Nursing Informatics.

Analyzing Medication Error Reports in Clinical Settings: An Automated Pipeline Approach

Bin Yao, Yang Gong, Sicheng Zhou, 2018, AMIA.

Exploring Health Information Technology Events from FDA MAUDE Database

Ju Wang, Bin Yao, Yang Gong, 2018, Nursing Informatics.

Identifying Cardiomegaly in ChestX-ray8 Using Transfer Learning

Rui Zhang, Sicheng Zhou, Xinyuan Zhang, 2019, MedInfo.

Analysis of Twitter to Identify Topics Related to Eating Disorder Symptoms

Rui Zhang, Jiang Bian, Sicheng Zhou, 2019, 2019 IEEE International Conference on Healthcare Informatics (ICHI).

Toward Reporting Support and Quality Assessment for Learning from Reporting: A Necessary Data Element Model for Narrative Medication Error Reports

Bin Yao, Yang Gong, Sicheng Zhou, 2018, AMIA.

Computer Aided Diagnosis of Chest X-rays using by Combining Deep Convolutional Neural Networks

Cui Tao, Sicheng Zhou, Luca Giancardo, 2018, AMIA.

A prototype of knowledge-based patient safety event reporting and learning system

Bin Yao, Yang Gong, Sicheng Zhou, 2018, BMC Medical Informatics and Decision Making.

Leveraging Event Reporting Through Knowledge Support: A Knowledge-Based Approach to Promoting Patient Fall Prevention

Chen Liang, Bin Yao, Yang Gong, 2017, MedInfo.

An automated pipeline for analyzing medication event reports in clinical settings

Bin Yao, Yang Gong, Sicheng Zhou, 2018, BMC Medical Informatics and Decision Making.

Exploring Eating Disorder Topics on Twitter: Machine Learning Approach

Rui Zhang, Jiang Bian, Sicheng Zhou, 2020, JMIR medical informatics.

Extracting Phenotypes of Cancer Patients from Electronic Health Records

Sicheng Zhou, 2019, 2019 IEEE International Conference on Healthcare Informatics (ICHI).

Toward safer health care: a review strategy of FDA medical device adverse event database to identify and categorize health information technology related events.

Bin Yao, Sicheng Zhou, Yang Gong, 2018, JAMIA open.

When text simplification is not enough: could a graph-based visualization facilitate consumers' comprehension of dietary supplement information? pdf

Yifan Peng, Sicheng Zhou, Rui Zhang, 2020, ArXiv.

Natural language processing

Rui Zhang, Sicheng Zhou, Jake Vasilakes, 2021 .

CancerBERT: a BERT model for Extracting Breast Cancer Phenotypes from Electronic Health Records pdf

Liwei Wang, Sicheng Zhou, Hongfang Liu, 2021, ArXiv.

Identification of Dietary Supplement Use from Electronic Health Records Using Transformer-based Language Models

Jiyang Chen, Sicheng Zhou, Julian Wolfson, 2021, 2021 IEEE 9th International Conference on Healthcare Informatics (ICHI).