Sicheng Zhou

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 42

Top Topics

Natural Language Processing

Clinical Setting

Top Venues

Publications

Lijuan Liu, Sicheng Zhou, Yan Sun, Yi Zheng
Analysis of AI Design Creation Based on Generative Digital Construction of Sichuan Stone Carving Plant Patterns. DSAI (2024)
Haochen Pan, Ryan Chard, Sicheng Zhou, Alok Kamatar, Rafael Vescovi, Valérie Hayot-Sasson, André Bauer, Maxime Gonthier, Kyle Chard, Ian Foster
Octopus: Experiences with a Hybrid Event-Driven Architecture for Distributed Scientific Computing. CoRR (2024)
Le Peng, Gaoxiang Luo, Sicheng Zhou, Jiandong Chen, Ziyue Xu, Ju Sun, Rui Zhang
An in-depth evaluation of federated learning on biomedical natural language processing for information extraction. npj Digit. Medicine 7 (1) (2024)
Sicheng Zhou, Meng Wang, Jindou Jia, Kexin Guo, Xiang Yu, Youmin Zhang, Lei Guo
Fault Separation Based on An Excitation Operator With Application to a Quadrotor UAV. IEEE Trans. Aerosp. Electron. Syst. 60 (4) (2024)
Sunyang Fu, Liwei Wang, Huan He, Andrew Wen, Nansu Zong, Anamika Kumari, Feifan Liu, Sicheng Zhou, Rui Zhang, Chenyu Li, Yanshan Wang, Jennifer St Sauver, Hongfang Liu, Sunghwan Sohn
A taxonomy for advancing systematic error analysis in multi-site electronic health record-based clinical concept extraction. J. Am. Medical Informatics Assoc. 31 (7) (2024)
Sicheng Zhou, Nan Wang, Liwei Wang, Ju Sun, Anne H. Blaes, Hongfang Liu, Rui Zhang
A Cross-institutional Evaluation on Breast Cancer Phenotyping NLP Algorithms on Electronic Health Records. CoRR (2023)
Le Peng, Sicheng Zhou, Jiandong Chen, Rui Zhang, Ziyue Xu, Ju Sun
A Systematic Evaluation of Federated Learning on Biomedical Natural Language Processing. CoRR (2023)
Ying Liu, Haozhu Wang, Huixue Zhou, Mingchen Li, Yu Hou, Sicheng Zhou, Fang Wang, Rama Hoetzlein, Rui Zhang
A Review of Reinforcement Learning for Natural Language Processing, and Applications in Healthcare. CoRR (2023)
Wenyu Zhang, Jindou Jia, Sicheng Zhou, Kexin Guo, Xiang Yu, Youmin Zhang
A Safety Planning and Control Architecture Applied to a Quadrotor Autopilot. IEEE Robotics Autom. Lett. 8 (2) (2023)
Sicheng Zhou, Meng Wang, Jindou Jia, Kexin Guo, Xiang Yu, Youmin Zhang, Lei Guo
Fault Separation Based on An Excitation Operator with Application to a Quadrotor UAV. CoRR (2023)
Xiaobin Zhou, Xiang Yu, Kexin Guo, Sicheng Zhou, Lei Guo, Youmin Zhang, Xiaoyan Peng
Safety Flight Control Design of a Quadrotor UAV With Capability Analysis. IEEE Trans. Cybern. 53 (3) (2023)
Sicheng Zhou, Rui Zhang, Anne H. Blaes, Chetan Shenoy, György J. Simon
Predicting Cancer Treatments Induced Cardiotoxicity of Breast Cancer Patients. CoRR (2022)
Sicheng Zhou, Nan Wang, Liwei Wang, Hongfang Liu, Rui Zhang
CancerBERT: a cancer domain-specific language model for extracting breast cancer phenotypes from electronic health records. J. Am. Medical Informatics Assoc. 29 (7) (2022)
Haozuo Zhao, Haitao Chu, Sicheng Zhou, Fang Yu, Xianghua Luo, Rui Zhang
Racial Disparities in Alzheimer's Disease and Alzheimer's Disease-Related Dementias from the Disease Progression Perspective. ICHI (2022)
Liwei Wang, Sungrim Moon, Sicheng Zhou, Huan He, Hongfang Liu
Annotation Enhancement of Synthetic Family History Corpus. AMIA (2022)
Tanya Melnik, Joshua A. Thompson, Jake Vasilakes, Tucker Annis, Sicheng Zhou, Dalton Schutte, Genevieve Melton-Meaux, Susan Pleasants, Rui Zhang
Semi-automated Clinical Content Curation of COVID-19 Chatbot Remote Patient Monitoring Solution. AMIA (2022)
Hanlin Zhu, Sicheng Zhou, Mengyuan Wang
Forecasting Short-Term Crude Oil Price Movements using Futures Market Dynamics: Crude Oil Forecasting with Futures Market Properties. IC4E (2022)
Sicheng Zhou, Rui Zhang, Xinpeng Shen, Chetan Shenoy, Anne H. Blaes, György J. Simon
Predicting Cancer Treatments Induced Cardiotoxicity of Breast Cancer Patients Using Electronic Health Record. AMIA (2022)
Sicheng Zhou, Liwei Wang, Nan Wang, Sunyang Fu, Chetan Shenoy, Anne H. Blaes, Hongfang Liu, Rui Zhang
Deep Learning Approaches for Breast Cancer Characteristics Extraction from Electronic Health Records. AMIA (2021)
Sicheng Zhou, Liwei Wang, Nan Wang, Hongfang Liu, Rui Zhang
CancerBERT: a BERT model for Extracting Breast Cancer Phenotypes from Electronic Health Records. CoRR (2021)
Sicheng Zhou, Kexin Guo, Xiang Yu, Lei Guo, Lihua Xie
Fixed-Time Observer Based Safety Control for a Quadrotor UAV. IEEE Trans. Aerosp. Electron. Syst. 57 (5) (2021)
Yadan Fan, Sicheng Zhou, Yifan Li, Rui Zhang
Deep learning approaches for extracting adverse events and indications of dietary supplements from clinical text. J. Am. Medical Informatics Assoc. 28 (3) (2021)
Sicheng Zhou, Dalton Schutte, Aiwen Xing, Jiyang Chen, Julian Wolfson, Zhe He, Fang Yu, Rui Zhang
Identification of Dietary Supplement Use from Electronic Health Records Using Transformer-based Language Models. ICHI (2021)
Yasi Zhang, Sicheng Zhou, Xi Zheng, Yuyu Wang, Minrui Liang
Modeling and Predicting the Outcomes of NBA Basketball Games. ESSE (2021)
Xing He, Rui Zhang, Jordan Alpert, Sicheng Zhou, Terrence J. Adam, Aantaki Raisa, Yifan Peng, Hansi Zhang, Jiang Bian
When text simplification is not enough: could a graph-based visualization facilitate consumers' comprehension of dietary supplement information? CoRR (2020)
Chen Liang, Sicheng Zhou, Bin Yao, Donna Hood, Yang Gong
Corrigendum to "Toward systems-centered analysis of patient safety events: Improving root cause analysis by optimized incident classification and information presentation" [Int. J. Med. Inform. 135 (2020) 104054]. Int. J. Medical Informatics 137 (2020)
Chen Liang, Sicheng Zhou, Bin Yao, Donna Hood, Yang Gong
Toward systems-centered analysis of patient safety events: Improving root cause analysis by optimized incident classification and information presentation. Int. J. Medical Informatics 135 (2020)
Yadan Fan, Sicheng Zhou, Yifan Li, Rui Zhang
Deep Learning Approaches for Extracting Adverse Events and Indications of Dietary Supplements from Clinical Text. CoRR (2020)
Sicheng Zhou
Extracting Phenotypes of Cancer Patients from Electronic Health Records. ICHI (2019)
Ningjia Qiu, Lin Cong, Sicheng Zhou, Peng Wang
Barrage Text Classification with Improved Active Learning and CNN. J. Adv. Comput. Intell. Intell. Informatics 23 (6) (2019)
Sicheng Zhou, Yunpeng Zhao, Rubina F. Rizvi, Jiang Bian, Ann F. Haynos, Rui Zhang
Analysis of Twitter to Identify Topics Related to Eating Disorder Symptoms. ICHI (2019)
Sicheng Zhou, Xinyuan Zhang, Rui Zhang
Identifying Cardiomegaly in ChestX-ray8 Using Transfer Learning. MedInfo (2019)
Sicheng Zhou, Hong Kang, Bin Yao, Yang Gong
Analyzing Medication Error Reports in Clinical Settings: An Automated Pipeline Approach. AMIA (2018)
Xinyuan Zhang, Sicheng Zhou, Luca Giancardo, Cui Tao
Computer Aided Diagnosis of Chest X-rays using by Combining Deep Convolutional Neural Networks. AMIA (2018)
Sicheng Zhou, Hong Kang, Bin Yao, Yang Gong
An automated pipeline for analyzing medication event reports in clinical settings. BMC Medical Informatics Decis. Mak. 18 (S-5) (2018)
Bin Yao, Hong Kang, Ju Wang, Sicheng Zhou, Yang Gong
Exploring Health Information Technology Events from FDA MAUDE Database. Nursing Informatics (2018)
Sicheng Zhou, Hong Kang, Bin Yao, Yang Gong
Unveiling Originated Stages of Medication Errors: An Automated Pipeline Approach. Nursing Informatics (2018)
Hong Kang, Sicheng Zhou, Bin Yao, Yang Gong
A prototype of knowledge-based patient safety event reporting and learning system. BMC Medical Informatics Decis. Mak. 18 (S-5) (2018)
Bin Yao, Hong Kang, Ju Wang, Sicheng Zhou, Yang Gong
Toward Reporting Support and Quality Assessment for Learning from Reporting: A Necessary Data Element Model for Narrative Medication Error Reports. AMIA (2018)
Bin Yao, Hong Kang, Qi Miao, Sicheng Zhou, Chen Liang, Yang Gong
Leveraging Event Reporting Through Knowledge Support: A Knowledge-Based Approach to Promoting Patient Fall Prevention. MedInfo (2017)
Sicheng Zhou, Hong Kang, Yang Gong
Design a Learning-Oriented Fall Event Reporting System Based on Kirkpatrick Model. MedInfo (2017)
Hong Kang, Frank Wang, Sicheng Zhou, Qi Miao, Yang Gong
Identifying and Synchronizing Health Information Technology (HIT) Events from FDA Medical Device Reports. MedInfo (2017)