CY
Christopher C. Yang
cs.AIcs.LGAutomobile Drivingcs.CLsocial mediaSocial MediaCOVID-19cs.CYDistracted drivingDistracted Driving
On Valency
published · living versionsW_ebrs7kcd·v1 · currentpublished
Disparity Laundering: Consensus Without Fairness in Clinical Multi-Agent Systems
with Xiaoyang Wang, Tianrui Wang
1 version
Preprints & journals
49 papers in the corpus · 2012–2026Risk of fracture following androgen receptor pathway inhibitors in men with advanced prostate cancer.41795824 · Lu-Yao, Grace, Nikita, Nikita, Keith, Scott W et al.2026 · 1 citationJournal of the National Cancer Institute. 2026;118(7):1290-1298
Knowledge Elicitation with Large Language Models for Interpretable Cancer Stage Identification from Pathology Reports2511.01052v1 · Yeawon Lee, Christopher C. Yang, Chia-Hsuan Chang et al.2025 · 0 citationsarXiv
Unplanned hospitalization among advanced prostate cancer patients by diabetes status: a population-based study.40668753 · Shaver, Amy L, Gandhi, Krupa, Keith, Scott W et al.2025 · 0 citationsJNCI cancer spectrum. 2025;9(5)
MoE-Health: A Mixture of Experts Framework for Robust Multimodal Healthcare Prediction2508.21793v1 · Xiaoyang Wang, Christopher C. Yang2025 · 6 citationsarXiv
Automated Clinical Problem Detection from SOAP Notes using a Collaborative Multi-Agent LLM Architecture2508.21803v1 · Yeawon Lee, Xiaoyang Wang, Christopher C. Yang2025 · 2 citationsarXiv
Long-term risk of de novo malignancy with tumor necrosis factor alpha (TNF) inhibitor immunosuppression: a multicenter, retrospective cohort study.40814047 · Driscoll, Conor B, Rich, Jordan M, Yang, Christopher et al.2025 · 7 citationsJournal of inflammation (London, England). 2025;22(1):34
Collaboration among Multiple Large Language Models for Medical Question Answering2505.16648v1 · Kexin Shang, Chia-Hsuan Chang, Christopher C. Yang2025 · 6 citationsarXiv
Balancing Fairness and Performance in Healthcare AI: A Gradient Reconciliation Approach2504.14388v1 · Xiaoyang Wang, Christopher C. Yang2025 · 2 citationsarXiv
Enhancing Patient-Physician Communication: Simulating African American Vernacular English in Medical Diagnostics with Large Language Models.40309129 · Lee, Yeawon, Chang, Chia-Hsuan, Yang, Christopher C2025 · 5 citationsJournal of healthcare informatics research. 2025;9(2):119-153
Tumor Necrosis Factor-Alpha Inhibitor Use and Malignancy Risk: A Systematic Review and Patient Level Meta-Analysis.39941759 · Driscoll, Conor B, Rich, Jordan M, Isaacson, Dylan et al.2026 · 16 citationsCancers. 2025;17(3)
Enhancing Multi-Attribute Fairness in Healthcare Predictive Modeling2501.13219v1 · Xiaoyang Wang, Christopher C. Yang2025 · 1 citationarXiv
Bias in Prediction Models to Identify Patients With Colorectal Cancer at High Risk for Readmission After Resection.39831110 · Lucas, Mary M, Schootman, Mario, Laryea, Jonathan A et al.2025 · 4 citationsJCO clinical cancer informatics. 2024;8
Reasoning with large language models for medical question answering.38960731 · Lucas, Mary M, Yang, Justin, Pomeroy, Jon K et al.2024 · 65 citationsJournal of the American Medical Informatics Association : JAMIA. 2024;31(9):1964-1975
Explainable AI for Fair Sepsis Mortality Predictive Model2404.13139v1 · Chia-Hsuan Chang, Xiaoyang Wang, Christopher C. Yang2024 · 1 citationarXiv
Beyond Self-Consistency: Ensemble Reasoning Boosts Consistency and Accuracy of LLMs in Cancer Staging2404.13149v1 · Chia-Hsuan Chang, Mary M. Lucas, Yeawon Lee et al.2024 · 8 citationsarXiv
An ExplainableFair Framework for Prediction of Substance Use Disorder Treatment Completion2404.03833v1 · Mary M. Lucas, Xiaoyang Wang, Chia-Hsuan Chang et al.2024 · 2 citationsarXiv
Classifying Cancer Stage with Open-Source Clinical Large Language Models2404.01589v1 · Chia-Hsuan Chang, Mary M. Lucas, Grace Lu-Yao et al.2024 · 18 citationsarXiv
Disparities in Retinal Vein Occlusion Presentation and Initiation of Anti-VEGF Therapy: An Academy IRIS® Registry Analysis.38278175 · Haller, Julia A, Tomaiuolo, Maurizio, Lucas, Mary M et al.2024 · 10 citationsOphthalmology. Retina. 2024;8(7):657-665
Frequent Pattern Mining in Continuous-Time Temporal Networks.37843999 · Jazayeri, Ali, Yang, Christopher C2023 · 20 citationsIEEE transactions on pattern analysis and machine intelligence. 2024;46(1):305-321
Examining Public Awareness of Ageist Terms on Twitter: Content Analysis.37698119 · Schramm, Emily, Yang, Christopher C, Chang, Chia-Hsuan et al.2023 · 10 citationsJMIR aging. 2023;6:e41448
Frequent temporal patterns of physiological and biological biomarkers and their evolution in sepsis.37673556 · Jazayeri, Ali, Yang, Christopher C, Capan, Muge2023 · 8 citationsArtificial intelligence in medicine. 2023;143:102576
The IHI Rochester Report 2022 on Healthcare Informatics Research: Resuming After the CoViD-19.37359193 · Combi, Carlo, Facelli, Julio C, Haddawy, Peter et al.2024 · 11 citationsJournal of healthcare informatics research. 2023;7(2):169-202
Constructing Cross-lingual Consumer Health Vocabulary with Word-Embedding from Comparable User Generated Content2206.11612v2 · Chia-Hsuan Chang, Lei Wang, Christopher C. Yang2022 · 2 citationsarXiv
Mental health conditions and unsafe driving behaviors: A naturalistic driving study on ADHD and depression.36031250 · Liang, Ou Stella, Yang, Christopher C2022 · 14 citationsJournal of safety research. 2022;82:233-240
Explainable Artificial Intelligence for Predictive Modeling in Healthcare.35194568 · Yang, Christopher C2022 · 249 citationsJournal of healthcare informatics research. 2022;6(2):228-239
How are different sources of distraction associated with at-fault crashes among drivers of different age gender groups?34844081 · Liang, Ou Stella, Yang, Christopher C2022 · 21 citationsAccident; analysis and prevention. 2022;165:106505
Proximity of Cellular and Physiological Response Failures in Sepsis.34288881 · Jazayeri, Ali, Capan, Muge, Ivy, Julie et al.2021 · 3 citationsIEEE journal of biomedical and health informatics. 2021;25(11):4089-4097
Topics and Sentiments of Public Concerns Regarding COVID-19 Vaccines: Social Media Trend Analysis.34581682 · Monselise, Michal, Chang, Chia-Hsuan, Ferreira, Gustavo et al.2021 · 68 citationsJournal of medical Internet research. 2021;23(10):e30765
Determining the risk of driver-at-fault events associated with common distraction types using naturalistic driving data.34848019 · Liang, Ou Stella, Yang, Christopher C2022 · 9 citationsJournal of safety research. 2021;79:45-50
The Exchange of Informational Support in Online Health Communities at the Onset of the COVID-19 Pandemic: Content Analysis.34398165 · Jong, Wesley, Liang, Ou Stella, Yang, Christopher C2022 · 22 citationsJMIRx med. 2021;2(3):e27485
Corrigendum to: Connectedness Based on Shared Engagement Predicts Remote Biochemically Verified Quit Status Within Smoking Cessation Treatment Groups on Facebook.32191797 · Meacham, Meredith C, Liang, Ou Stella, Zhao, Mengnan et al.2021 · 6 citationsNicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco. 2021;23(4):772
The Impact of driver distraction and secondary tasks with and without other co-occurring driving behaviors on the level of road traffic crashes.33611082 · Jazayeri, Ali, Martinez, John Ray B, Loeb, Helen S et al.2021 · 45 citationsAccident; analysis and prevention. 2021;153:106010
Identifying Self-Management Support Needs for Pregnant Women With Opioid Misuse in Online Health Communities: Mixed Methods Analysis of Web Posts.33538695 · Liang, Ou Stella, Chen, Yunan, Bennett, David S et al.2021 · 19 citationsJournal of medical Internet research. 2021;23(2):e18296
Connectedness Based on Shared Engagement Predicts Remote Biochemically Verified Quit Status Within Smoking Cessation Treatment Groups on Facebook.31593592 · Meacham, Meredith C, Liang, Ou Stella, Zhao, Mengnan et al.2021 · 9 citationsNicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco. 2021;23(1):71-76
What Are People Concerned About During the Pandemic? Detecting Evolving Topics about COVID-19 from Twitter.33490856 · Chang, Chia-Hsuan, Monselise, Michal, Yang, Christopher C2024 · 32 citationsJournal of healthcare informatics research. 2021;5(1):70-97
Motif Discovery Algorithms in Static and Temporal Networks: A Survey2005.09721v1 · Ali Jazayeri, Christopher C. Yang2020 · 39 citationsarXiv
Imputation of Missing Data in Electronic Health Records Based on Patients' Similarities.35415446 · Jazayeri, Ali, Liang, Ou Stella, Yang, Christopher C2022 · 45 citationsJournal of healthcare informatics research. 2020;4(3):295-307
Mining heterogeneous network for drug repositioning using phenotypic information extracted from social media and pharmaceutical databases.31164213 · Yang, Christopher C, Zhao, Mengnan2020 · 20 citationsArtificial intelligence in medicine. 2019;96:80-92
Drug Repositioning to Accelerate Drug Development Using Social Media Data: Computational Study on Parkinson Disease.30309833 · Zhao, Mengnan, Yang, Christopher C2019 · 15 citationsJournal of medical Internet research. 2018;20(10):e271
Mining heterogeneous networks with topological features constructed from patient-contributed content for pharmacovigilance.30093253 · Yang, Christopher C, Yang, Haodong2019 · 10 citationsArtificial intelligence in medicine. 2018;90:42-52
HARNESSING SOCIAL MEDIA FOR HEALTH INFORMATION MANAGEMENT.30147636 · Zhou, Lina, Zhang, Dongsong, Yang, Chris et al.2020 · 149 citationsElectronic commerce research and applications. 2018;27:139-151
User recommendation in healthcare social media by assessing user similarity in heterogeneous network.28325605 · Jiang, Ling, Yang, Christopher C2018 · 54 citationsArtificial intelligence in medicine. 2017;81:63-77
Breast Cancer Symptom Clusters Derived from Social Media and Research Study Data Using Improved K-Medoid Clustering.29152536 · Ping, Qing, Yang, Christopher C, Marshall, Sarah A et al.2020 · 28 citationsIEEE transactions on computational social systems. 2016;3(2):63-74
Measuring Health Information Dissemination and Identifying Target Interest Communities on Twitter: Methods Development and Case Study of the @SafetyMD Network.27151100 · Kandadai, Venk, Yang, Haodong, Jiang, Ling et al.2016 · 11 citationsJMIR research protocols. 2016;5(2):e50
Diffusion of Messages from an Electronic Cigarette Brand to Potential Users through Twitter.26684746 · Chu, Kar-Hai, Unger, Jennifer B, Allem, Jon-Patrick et al.2016 · 55 citationsPloS one. 2015;10(12):e0145387
Symptom clusters in women with breast cancer: an analysis of data from social media and a research study.26476836 · Marshall, Sarah A, Yang, Christopher C, Ping, Qing et al.2016 · 51 citationsQuality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation. 2016;25(3):547-57
Intelligent healthcare informatics in big data era.26306669 · Yang, Christopher C, Veltri, Pierangelo2016 · 41 citationsArtificial intelligence in medicine. 2015;65(2):75-7
Detecting evolution of bioinformatics with a content and co-authorship analysis.23710427 · Song, Min, Yang, Christopher C, Tang, Xuning2014 · 8 citationsSpringerPlus. 2013;2(1):186
Interaction patterns of nurturant support exchanged in online health social networking.22555303 · Chuang, Katherine Y, Yang, Christopher C2012 · 56 citationsJournal of medical Internet research. 2012;14(3):e54
Career total: 359 works. 49 are in this corpus.
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