SZ
Sicheng Zhou
Patient Safetycs.CLElectronic Health RecordsLung NeoplasmsAccidental FallsBreast Neoplasmscs.DCcs.IRelectronic health recordMachine learning
On Valency
published · living versionsW_3zumkd26·v1 · currentpublished
CAPTURER: A Dexterous Aerial Manipulator for Dynamic and Precise Grasping across Diverse Environments
with Meng Wang, Jindou Jia, Zeshuai Chen, Kexin Guo +2
1 version
Preprints & journals
48 papers in the corpus · 2017–2026Benchmarking information extraction of physical activity from electronic health record with large language models: an natural language processing pipeline and comparative evaluation.42329045 · Yang, Han, Niu, Zhongran, Li, Mingchen et al.2026 · 0 citationsJournal of the American Medical Informatics Association : JAMIA. 2026;33(10):1875-1887
Multi-regional transcriptomic analysis reveals early nociceptive and neuroinflammatory alterations in APP/PS1 mice.42718603 · Sheng, Zhutao, Xu, Fu, Yan, Yuqing et al.2026 · 0 citationsFrontiers in immunology. 2026;17:1937738
MeMix: Writing Less, Remembering More for Streaming 3D Reconstruction2603.15330v1 · Jiacheng Dong, Huan Li, Sicheng Zhou et al.2026 · 0 citationsarXiv
MammoDINO: Anatomically Aware Self-Supervision for Mammographic Images2510.11883v1 · Sicheng Zhou, Lei Wu, Cao Xiao et al.2025 · 2 citationsarXiv
Advancing the understanding of alveolar regeneration: Global research trends, thematic evolution, and emerging frontiers.41079451 · Zhou, Si-Cheng, Dong, Ying-Xian, Tian, Jie et al.2025 · 2 citationsRegenerative therapy. 2025;30:778-794
All-weather precision alignment technology for ultra-wide steel box girders in cable-stayed bridges.40646022 · Laifa, Wang, Yexun, Li, Ci, Zou et al.2025 · 0 citationsScientific reports. 2025;15(1):25062
Chronic ethanol administration exacerbates memory loss by altering N6-methyladenosine-mediated epigenetic signaling.40666518 · Liao, Yuanhang, Xu, Fu, Yan, Yuqing et al.2025 · 2 citationsFrontiers in immunology. 2025;16:1455994
Design and validation of a prism-based single-camera system for multi-viewpoint stereoscopic imaging.40793241 · Liu, Huiting, Xie, Yuxin, Zhou, Sicheng et al.2025 · 0 citationsApplied optics. 2025;64(13):3744-3751
WRATH: Workload Resilience Across Task Hierarchies in Task-based Parallel Programming Frameworks2503.12752v2 · Sicheng Zhou, Zhuozhao Li, Val'erie Hayot-Sasson et al.2025 · 0 citationsarXiv
Preoperative heart rate variability as a predictor of postoperative pneumonia and lung function recovery in surgical lung cancer patients: a prospective observed study.40045322 · Lai, Yutian, Zhou, Sicheng, Tian, Long et al.2025 · 4 citationsBMC cancer. 2025;25(1):404
Multi-modality risk prediction of cardiovascular diseases for breast cancer cohort in the All of Us Research Program.39058572 · Yang, Han, Zhou, Sicheng, Rao, Zexi et al.2024 · 12 citationsJournal of the American Medical Informatics Association : JAMIA. 2024;31(12):2800-2810
Advancing understanding of autoimmune disease-related interstitial lung disease (AD-ILD): A global perspective on research focus and future directions.39566650 · Dong, Ying-Xian, Zhou, Si-Cheng, Tian, Jie2024 · 16 citationsAutoimmunity reviews. 2025;24(1):103697
A review of reinforcement learning for natural language processing and applications in healthcare.39208319 · Liu, Ying, Wang, Haozhu, Zhou, Huixue et al.2024 · 26 citationsJournal of the American Medical Informatics Association : JAMIA. 2024;31(10):2379-2393
TaPS: A Performance Evaluation Suite for Task-based Execution Frameworks2408.07236v1 · J. Gregory Pauloski, Valerie Hayot-Sasson, Maxime Gonthier et al.2024 · 5 citationsarXiv
Octopus: Experiences with a Hybrid Event-Driven Architecture for Distributed Scientific Computing2407.11432v2 · Haochen Pan, Ryan Chard, Sicheng Zhou et al.2024 · 9 citationsarXiv
A taxonomy for advancing systematic error analysis in multi-site electronic health record-based clinical concept extraction.38742455 · Fu, Sunyang, Wang, Liwei, He, Huan et al.2024 · 14 citationsJournal of the American Medical Informatics Association : JAMIA. 2024;31(7):1493-1502
Risk prediction of heart diseases in patients with breast cancer: A deep learning approach with longitudinal electronic health records data.39055938 · Zhou, Sicheng, Blaes, Anne, Shenoy, Chetan et al.2026 · 16 citationsiScience. 2024;27(7):110329
An in-depth evaluation of federated learning on biomedical natural language processing for information extraction.38750290 · Peng, Le, Luo, Gaoxiang, Zhou, Sicheng et al.2024 · 50 citationsNPJ digital medicine. 2024;7(1):127
ERK1/2-dependent activity of SOX9 is required for sublytic C5b-9-induced expression of FGF1, PDGFα, and TGF-β1 in rat Thy-1 nephritis.38118314 · Wu, Zhijiao, Zhang, Zhiwei, Zhou, Sicheng et al.2024 · 5 citationsInternational immunopharmacology. 2024;127:111372
A cross-institutional evaluation on breast cancer phenotyping NLP algorithms on electronic health records.37680211 · Zhou, Sicheng, Wang, Nan, Wang, Liwei et al.2024 · 17 citationsComputational and structural biotechnology journal. 2023;22:32-40
An In-Depth Evaluation of Federated Learning on Biomedical Natural Language Processing2307.11254v2 · Le Peng, Gaoxiang Luo, sicheng zhou et al.2023 · 2 citationsarXiv
Prognostic value of consolidation-to-tumor ratio on computed tomography in NSCLC: a meta-analysis.37349739 · Wu, Yongming, Song, Wenpeng, Wang, Denian et al.2023 · 15 citationsWorld journal of surgical oncology. 2023;21(1):190
Semi-automated Clinical Content Curation of COVID-19 Chatbot Remote Patient Monitoring Solution.37128405 · Melnik, Tanya, Thompson, Joshua A, Vasilakes, Jake et al.2023 · 0 citationsAMIA ... Annual Symposium proceedings. AMIA Symposium. 2022;2022:756-765
Prognostic role of pretreatment skeletal muscle index in gastric cancer patients: A meta-analysis.37168049 · He, Xiaohong, Zhou, Sicheng, Li, Hongjun et al.2023 · 5 citationsPathology oncology research : POR. 2023;29:1611055
[Research Progress of Treatment for NSCLC in Young Patients].36617475 · Zhou, Sicheng, Shen, Cheng, Che, Guowei2023 · 1 citationZhongguo fei ai za zhi = Chinese journal of lung cancer. 2022;25(12):888-894
Genetically predicted testosterone and cancers risk in men: a two-sample Mendelian randomization study.36482455 · Chang, Junke, Wu, Yongming, Zhou, Sicheng et al.2022 · 29 citationsJournal of translational medicine. 2022;20(1):573
Plasma lipid-based machine learning models provides a potential diagnostic tool for colorectal cancer patients.36191612 · Yang, Chenxi, Zhou, Sicheng, Zhu, Jing et al.2022 · 19 citationsClinica chimica acta; international journal of clinical chemistry. 2022;536:191-199
Prognostic and clinicopathological value of Twist expression in esophageal cancer: A meta-analysis.36187399 · Song, Wen-Peng, Wang, Su-Yan, Zhou, Si-Cheng et al.2024 · 1 citationWorld journal of gastrointestinal oncology. 2022;14(9):1874-1886
CancerBERT: a cancer domain-specific language model for extracting breast cancer phenotypes from electronic health records.35333345 · Zhou, Sicheng, Wang, Nan, Wang, Liwei et al.2022 · 118 citationsJournal of the American Medical Informatics Association : JAMIA. 2022;29(7):1208-1216
The genomic and transcriptome characteristics of lung adenocarcinoma patients with previous breast cancer.35668376 · Wang, Yan, Song, Wenpeng, Zhou, Sicheng et al.2022 · 10 citationsBMC cancer. 2022;22(1):618
Predicting Cancer Treatments Induced Cardiotoxicity of Breast Cancer Patients2201.13036v1 · Sicheng Zhou, Rui Zhang, Anne Blaes et al.2022 · 0 citationsarXiv
CancerBERT: a BERT model for Extracting Breast Cancer Phenotypes from Electronic Health Records2108.11303v2 · Sicheng Zhou, Liwei Wang, Nan Wang et al.2021 · 2 citationsarXiv
Combination of Plasma-Based Metabolomics and Machine Learning Algorithm Provides a Novel Diagnostic Strategy for Malignant Mesothelioma.34359365 · Li, Na, Yang, Chenxi, Zhou, Sicheng et al.2024 · 9 citationsDiagnostics (Basel, Switzerland). 2021;11(7)
When text simplification is not enough: could a graph-based visualization facilitate consumers' comprehension of dietary supplement information?33855274 · He, Xing, Zhang, Rui, Alpert, Jordan et al.2022 · 5 citationsJAMIA open. 2021;4(1):ooab026
Exploring Eating Disorder Topics on Twitter: Machine Learning Approach.33124997 · Zhou, Sicheng, Zhao, Yunpeng, Bian, Jiang et al.2021 · 44 citationsJMIR medical informatics. 2020;8(10):e18273
Deep Learning Approaches for Extracting Adverse Events and Indications of Dietary Supplements from Clinical Text2009.07780v2 · Yadan Fan, Sicheng Zhou, Yifan Li et al.2020 · 25 citationsJ Am Med Inform Assoc. 2020 Nov 5:ocaa218. PMID: 33150942
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].32113970 · Liang, Chen, Zhou, Sicheng, Yao, Bin et al.2020 · 1 citationInternational journal of medical informatics. 2020;137:104103
Toward systems-centered analysis of patient safety events: Improving root cause analysis by optimized incident classification and information presentation.31864129 · Liang, Chen, Zhou, Sicheng, Yao, Bin et al.2020 · 13 citationsInternational journal of medical informatics. 2020;135:104054
Identifying Cardiomegaly in ChestX-ray8 Using Transfer Learning.31437970 · Zhou, Sicheng, Zhang, Xinyuan, Zhang, Rui2019 · 23 citationsStudies in health technology and informatics. 2019;264:482-486
Analysis of Twitter to Identify Topics Related to Eating Disorder Symptoms.32030368 · Zhou, Sicheng, Bian, Jiang, Zhao, Yunpeng et al.2020 · 15 citationsProceedings. IEEE International Conference on Healthcare Informatics. 2019;2019
A prototype of knowledge-based patient safety event reporting and learning system.30526567 · Kang, Hong, Zhou, Sicheng, Yao, Bin et al.2019 · 13 citationsBMC medical informatics and decision making. 2018;18(Suppl 5):110
An automated pipeline for analyzing medication event reports in clinical settings.30526590 · Zhou, Sicheng, Kang, Hong, Yao, Bin et al.2019 · 20 citationsBMC medical informatics and decision making. 2018;18(Suppl 5):113
Toward Reporting Support and Quality Assessment for Learning from Reporting: A Necessary Data Elements Model for Narrative Medication Error Reports.30815204 · Yao, Bin, Kang, Hong, Wang, Ju et al.2020 · 6 citationsAMIA ... Annual Symposium proceedings. AMIA Symposium. 2018;2018:1581-1590
Toward safer health care: a review strategy of FDA medical device adverse event database to identify and categorize health information technology related events.31984352 · Kang, Hong, Wang, Ju, Yao, Bin et al.2022 · 16 citationsJAMIA open. 2019;2(1):179-186
Exploring Health Information Technology Events from FDA MAUDE Database.29857426 · Yao, Bin, Kang, Hong, Wang, Ju et al.2018 · 5 citationsStudies in health technology and informatics. 2018;250:187-191
Design a Learning-Oriented Fall Event Reporting System Based on Kirkpatrick Model.29295214 · Zhou, Sicheng, Kang, Hong, Gong, Yang2018 · 6 citationsStudies in health technology and informatics. 2017;245:828-832
Leveraging Event Reporting Through Knowledge Support: A Knowledge-Based Approach to Promoting Patient Fall Prevention.29295245 · Yao, Bin, Kang, Hong, Miao, Qi et al.2018 · 3 citationsStudies in health technology and informatics. 2017;245:973-977
Identifying and Synchronizing Health Information Technology (HIT) Events from FDA Medical Device Reports.29295261 · Kang, Hong, Wang, Frank, Zhou, Sicheng et al.2018 · 6 citationsStudies in health technology and informatics. 2017;245:1048-1052
Career total: 81 works. 48 are in this corpus.
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