Christopher C. Yang

ORCID

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 68

Top Venues

ICHI

CoRR

Artif. Intell. Medicine

J. Heal. Informatics Res.

Publications

Chia-Hsuan Chang, Xiaoyang Wang, Christopher C. Yang
Explainable AI for Fair Sepsis Mortality Predictive Model. AIME (2) (2024)
Chia-Hsuan Chang, Xiaoyang Wang, Christopher C. Yang
Explainable AI for Fair Sepsis Mortality Predictive Model. CoRR (2024)
Chia-Hsuan Chang, Mary M. Lucas, Yeawon Lee, Christopher C. Yang, Grace Lu-Yao
Beyond Self-Consistency: Ensemble Reasoning Boosts Consistency and Accuracy of LLMs in Cancer Staging. CoRR (2024)
Chia-Hsuan Chang, Mary M. Lucas, Yeawon Lee, Christopher C. Yang, Grace Lu-Yao
Beyond Self-consistency: Ensemble Reasoning Boosts Consistency and Accuracy of LLMs in Cancer Staging. AIME (1) (2024)
Mary M. Lucas, Xiaoyang Wang, Chia-Hsuan Chang, Christopher C. Yang, Jacqueline E. Braughton, Quyen M. Ngo
An ExplainableFair Framework for Prediction of Substance Use Disorder Treatment Completion. CoRR (2024)
Chia-Hsuan Chang, Mary M. Lucas, Grace Lu-Yao, Christopher C. Yang
Classifying Cancer Stage with Open-Source Clinical Large Language Models. CoRR (2024)
Ali Jazayeri, Christopher C. Yang
Frequent Pattern Mining in Continuous-Time Temporal Networks. IEEE Trans. Pattern Anal. Mach. Intell. 46 (1) (2024)
Chia-Hsuan Chang, Fang-Yu Chang, San-Yih Hwang, Christopher C. Yang
Prompting for Few-shot Adverse Drug Reaction Recognition from Online Reviews. ICHI (2023)
Carlo Combi, Julio C. Facelli, Peter Haddawy, John H. Holmes, Sabine Koch, Hongfang Liu, Jochen Meyer, Mor Peleg, Giuseppe Pozzi, Gregor Stiglic, Pierangelo Veltri, Christopher C. Yang
Resuming HealthCare Informatics Research after CoViD-19: the HealthCare System Perspective. ICHI (2023)
Carlo Combi, Julio C. Facelli, Peter Haddawy, John H. Holmes, Sabine Koch, Hongfang Liu, Jochen Meyer, Mor Peleg, Giuseppe Pozzi, Gregor Stiglic, Pierangelo Veltri, Christopher C. Yang
The IHI Rochester Report 2022 on Healthcare Informatics Research: Resuming After the CoViD-19. J. Heal. Informatics Res. 7 (2) (2023)
Chia-Hsuan Chang, Christopher C. Yang
On bridging consumer health search across languages using cross-lingual word space. Electron. Commer. Res. Appl. 59 (2023)
Ebrahim Bagheri, Diana Inkpen, Christopher C. Yang, Fattane Zarrinkalam
Report on the 8th International Workshop on Mining Actionable Insights from Social Networks (MAISoN'22) - Special Edition on Mental Health and Social Media at TheWebConf 2022. SIGIR Forum 57 (1) (2023)
Michal Monselise, Christopher C. Yang
Leveraging Social Support Types and Link Prediction for User Recommendation for Online Health Community in Pregnancy After Loss. ICHI (2023)
Mary M. Lucas, Chia-Hsuan Chang, Christopher C. Yang
Resampling for Mitigating Bias in Predictive Model for Substance Use Disorder Treatment Completion. ICHI (2023)
Ali Jazayeri, Christopher C. Yang, Muge Capan
Frequent temporal patterns of physiological and biological biomarkers and their evolution in sepsis. Artif. Intell. Medicine 143 (2023)
Ali Jazayeri, Christopher C. Yang
Frequent Subgraph Mining Algorithms in Static and Temporal Graph-Transaction Settings: A Survey. IEEE Trans. Big Data 8 (6) (2022)
Ou Stella Liang, Christopher C. Yang, Anne Glenney, Richard E. Pointer, Sharlene Irving, Barbara Schindler, David S. Bennett
Supporting People Receiving Substance Use Treatment during COVID-19 through a Professional-Moderated Online Peer Support Group. WWW (Companion Volume) (2022)
Ali Jazayeri, Michal Monselise, Niusha Jafari, Nikita Nikita, Christopher C. Yang, Grace Lu-Yao
A Network-based Modeling Approach to Identify the Common Disease Classes in Patients with Late-stage Prostate Cancer. ICHI (2022)
Chia-Hsuan Chang, Lei Wang, Christopher C. Yang
Constructing Cross-lingual Consumer Health Vocabulary with Word-Embedding from Comparable User Generated Content. CoRR (2022)
Ebrahim Bagheri, Diana Inkpen, Christopher C. Yang, Fattane Zarrinkalam
MAISoN'22: 8th International Workshop on Mining Actionable Insights from Social Networks Special Edition on Mental Health and Social Media. WWW (Companion Volume) (2022)
Michal Monselise, Christopher C. Yang
AI for Social Good in Healthcare: Moving Towards a Clear Framework and Evaluating Applications. ICHI (2022)
Christopher C. Yang
Explainable Artificial Intelligence for Predictive Modeling in Healthcare. J. Heal. Informatics Res. 6 (2) (2022)
Michal Monselise, Christopher C. Yang
"I'm always in so much pain and no one will understand" - Detecting Patterns in Suicidal Ideation on Reddit. WWW (Companion Volume) (2022)
Michal Monselise, Jane Greenberg, Ou Stella Liang, Sonia M. Pascua, Heejun Kim, Mat Kelly, Joan P. Boone, Christopher C. Yang
An Automatic Approach to Extending the Consumer Health Vocabulary. J. Data Inf. Sci. 6 (1) (2021)
Chia-Hsuan Chang, Michal Monselise, Christopher C. Yang
What Are People Concerned About During the Pandemic? Detecting Evolving Topics about COVID-19 from Twitter. J. Heal. Informatics Res. 5 (1) (2021)
Ali Jazayeri, Niusha Jafari, Nikita Nikita, Christopher C. Yang, Grace Lu-Yao
Identification of Disease-Disease Network Communities in Subpopulations of Patients with Prostate Cancer. ICHI (2021)
Ali Jazayeri, Muge Capan, Julie S. Ivy, Ryan Arnold, Christopher C. Yang
Proximity of Cellular and Physiological Response Failures in Sepsis. IEEE J. Biomed. Health Informatics 25 (11) (2021)
Ali Jazayeri, Christopher C. Yang
Frequent Pattern Mining in Continuous-time Temporal Networks. CoRR (2021)
Ebrahim Bagheri, Diana Inkpen, Christopher C. Yang, Fattane Zarrinkalam
The 6th InternationalWorkshop on Mining Actionable Insights from Social Networks (MAISoN 2021): Special Edition on Healthcare Social Analytics. ICWSM Workshops (2021)
Michal Monselise, Christopher C. Yang
Information Exchange in Online Health Communities Discussing COVID-19. ICHI (2021)
Ali Jazayeri, Christopher C. Yang
Motif discovery algorithms in static and temporal networks: A survey. J. Complex Networks 8 (4) (2020)
Ou Stella Liang, Holly Richitt, Christopher C. Yang, David S. Bennett
Online Social Support Seeking among Pregnant Women Coping with Opioid Misuse. ICHI (2020)
Ali Jazayeri, Christopher C. Yang
Motif Discovery Algorithms in Static and Temporal Networks: A Survey. CoRR (2020)
Heejun Kim, Ou Stella Liang, Christopher C. Yang
Detecting Potential Adverse Drug Reactions of Preschool ADHD Treatment Using Health Consumer-Generated Content. ICHI (2020)
Ali Jazayeri, Sara Pajouhanfar, Sadaf Saba, Christopher C. Yang
Modularity Analysis of Bipartite Networks and Multivariate ANOVA for Identification of Differentially Expressed Proteins in a Mouse Model of Down Syndrome. BCB (2020)
Ali Jazayeri, Ou Stella Liang, Christopher C. Yang
Imputation of Missing Data in Electronic Health Records Based on Patients' Similarities. J. Heal. Informatics Res. 4 (3) (2020)
Michal Monselise, Christopher C. Yang
Understanding The Social Support Exchange of a Pregnancy After Loss Online Support Group. ICHI (2020)
Christopher C. Yang, Mengnan Zhao
Mining heterogeneous network for drug repositioning using phenotypic information extracted from social media and pharmaceutical databases. Artif. Intell. Medicine 96 (2019)
Ali Jazayeri, Muge Capan, Christopher C. Yang, Siddhartha Nambiar, Maria E. Mayorga, Julie S. Ivy, Ryan Arnold
Simulating Uncertainty of Early Warning Scores in Sepsis Detection. BCB (2019)
Ali Jazayeri, Ou Stella Liang, Christopher C. Yang
Interpatient Similarity-based Imputation of Missing Data in Electronic Health Records. ICHI (2019)
Michal Monselise, Ou Stella Liang, Christopher C. Yang
Identifying Important Risk Factors Associated with Vehicle Injuries Using Driving Behavior Data and Predictive Analytics. ICHI (2019)
Ali Jazayeri, Muge Capan, Christopher C. Yang, Farzaneh Khoshnevisan, Min Chi, Ryan Arnold
Network-Based Modeling of Sepsis: Quantification and Evaluation of Simultaneity of Organ Dysfunctions. BCB (2019)
Christopher C. Yang, Haodong Yang
Mining heterogeneous networks with topological features constructed from patient-contributed content for pharmacovigilance. Artif. Intell. Medicine 90 (2018)
Munif Ishad Mujib, Christopher C. Yang, Mengnan Zhao, Jake Ryland Williams
Expanding Consumer Health Vocabularies with Frequency-Conserving Internal Context Models. ICHI (2018)
Christopher C. Yang, Ou Stella Liang, Santiago Ontañón, Weimao Ke, Helen Loeb, Charlie Klauer
Predictive Modeling with Vehicle Sensor Data and IoT for Injury Prevention. CIC (2018)
Mengnan Zhao, Aaron J. Masino, Christopher C. Yang
A Framework for Developing and Evaluating Word Embeddings of Drug-named Entity. BioNLP (2018)
Mengnan Zhao, Christopher C. Yang
Exploiting OHC Data with Tensor Decomposition for Off-Label Drug Use Detection. ICHI (2018)
Lina Zhou, Dongsong Zhang, Christopher C. Yang, Yu Wang
Harnessing social media for health information management. Electron. Commer. Res. Appl. 27 (2018)
Christopher C. Yang, Ling Jiang
Enriching User Experience in Online Health Communities Through Thread Recommendations and Heterogeneous Information Network Mining. IEEE Trans. Comput. Soc. Syst. 5 (4) (2018)
Christopher C. Yang, Mengnan Zhao
Determining Associations with Word Embedding in Heterogeneous Network for Detecting Off-Label Drug Uses. ICHI (2017)
Mengnan Zhao, Christopher C. Yang
Detecting Off-label Uses of Prescription Drugs with Meta-Path-Based Mining. AMIA (2017)
Mengnan Zhao, Christopher C. Yang
Automated Off-label Drug Use Detection from User Generated Content. BCB (2017)
Ling Jiang, Christopher C. Yang
User recommendation in healthcare social media by assessing user similarity in heterogeneous network. Artif. Intell. Medicine 81 (2017)
Qing Ping, Christopher C. Yang, Sarah A. Marshall, Nancy E. Avis, Edward H. Ip
Breast Cancer Symptom Clusters Derived From Social Media and Research Study Data Using Improved K-Medoid Clustering. IEEE Trans. Comput. Soc. Syst. 3 (2) (2016)
Mengnan Zhao, Christopher C. Yang
Mining Online Heterogeneous Healthcare Networks for Drug Repositioning. ICHI (2016)
Mengnan Zhao, Christopher C. Yang, Johannes Thrul, Danielle Ramo
Patterns of Interaction within Smoking Cessation Groups on Facebook: A Social Network Analysis. ICHI (2016)
Haodong Yang, Christopher C. Yang
Discovering Drug-Drug Interactions and Associated Adverse Drug Reactions with Triad Prediction in Heterogeneous Healthcare Networks. ICHI (2016)
Ling Jiang, Christopher C. Yang
Personalized Recommendation in Online Health Communities with Heterogeneous Network Mining. ICHI (2016)
Ling Jiang, Christopher C. Yang
Expanding Consumer Health Vocabularies by Learning Consumer Health Expressions from Online Health Social Media. SBP (2015)
Haodong Yang, Christopher C. Yang
Using Health-Consumer-Contributed Data to Detect Adverse Drug Reactions by Association Mining with Temporal Analysis. ACM Trans. Intell. Syst. Technol. 6 (4) (2015)
Ling Jiang, Christopher C. Yang
Determining User Similarity in Healthcare Social Media Using Content Similarity and Structural Similarity. AIME (2015)
Mi Zhang, Christopher C. Yang
Using content and network analysis to understand the social support exchange patterns and user behaviors of an online smoking cessation intervention program. J. Assoc. Inf. Sci. Technol. 66 (3) (2015)
Christopher C. Yang, Pierangelo Veltri
Intelligent healthcare informatics in big data era. Artif. Intell. Medicine 65 (2) (2015)
Haodong Yang, Christopher C. Yang
Mining a Weighted Heterogeneous Network Extracted from Healthcare-Specific Social Media for Identifying Interactions between Drugs. ICDM Workshops (2015)
Christopher C. Yang, Mengnan Zhao
Extraction of Clinical Phenotypic Information from Online Heterogeneous Healthcare Networks. ICHI (2015)
Zhen Hai, Kuiyu Chang, Gao Cong, Christopher C. Yang
An Association-Based Unified Framework for Mining Features and Opinion Words. ACM Trans. Intell. Syst. Technol. 6 (2) (2015)
Christopher C. Yang, Haodong Yang
Exploiting Social Media with Tensor Decomposition for Pharmacovigilance. ICDM Workshops (2015)
Christopher C. Yang, Edward H. Ip, Nancy E. Avis, Qing Ping, Ling Jiang
A Comparative Study of Symptom Clustering On Clinical and Social Media Data. SBP (2015)
Chih-Ping Wei, Chin-Sheng Yang, Ching-Hsien Lee, Huihua Shi, Christopher C. Yang
Exploiting poly-lingual documents for improving text categorization effectiveness. Decis. Support Syst. 57 (2014)
Christopher C. Yang, Simon Lin, Meen Chul Kim, Ling Jiang
ACTONNECT: A Platform to Support Patients and Researchers Collaboration. ICHI (2014)
Katherine Y. Chuang, Christopher C. Yang
Informational support exchanges using different computer-mediated communication formats in a social media alcoholism community. J. Assoc. Inf. Sci. Technol. 65 (1) (2014)
Chih-Ping Wei, Yen-Hsien Lee, Yu-Sheng Chiang, Chun-Ta Chen, Christopher C. Yang
Exploiting temporal characteristics of features for effectively discovering event episodes from news corpora. J. Assoc. Inf. Sci. Technol. 65 (3) (2014)
Xuning Tang, Christopher C. Yang
Detecting Social Media Hidden Communities Using Dynamic Stochastic Blockmodel with Temporal Dirichlet Process. ACM Trans. Intell. Syst. Technol. 5 (2) (2014)
Mi Zhang, Christopher C. Yang, Katherine Y. Chuang
A Comparative Study of Smoking Cessation Programs on Web Forum and Facebook. SBP (2014)
Christopher C. Yang, John Yen, Jiming Liu
Social Intelligence and Technology. IEEE Intell. Syst. 29 (2) (2014)
Christopher C. Yang
Patient Centered Healthcare Informatics. IEEE Intell. Informatics Bull. 15 (1) (2014)
Zhen Hai, Kuiyu Chang, Jung-Jae Kim, Christopher C. Yang
Identifying Features in Opinion Mining via Intrinsic and Extrinsic Domain Relevance. IEEE Trans. Knowl. Data Eng. 26 (3) (2014)
Mi Zhang, Christopher C. Yang
Classifying User Intention and Social Support Types in Online Healthcare Discussions. ICHI (2014)
Haodong Yang, Christopher C. Yang
Drug-Drug Interactions Detection from Online Heterogeneous Healthcare Networks. ICHI (2014)
Christopher C. Yang, Haodong Yang, Ling Jiang
Postmarketing Drug Safety Surveillance Using Publicly Available Health-Consumer-Contributed Content in Social Media. ACM Trans. Manag. Inf. Syst. 5 (1) (2014)
Katherine Y. Chuang, Christopher C. Yang
How Do E-Patients Connect Online? A Study of Social Support Roles in Health Social Networking. SBP (2013)
Mi Zhang, Christopher C. Yang, Xuemei Gong
Social Support and Exchange Patterns in an Online Smoking Cessation Intervention Program. ICHI (2013)
Haodong Yang, Christopher C. Yang
Harnessing Social Media for Drug-Drug Interactions Detection. ICHI (2013)
Christopher C. Yang, Xuning Tang, Qizhi Dai, Haodong Yang, Ling Jiang
Identifying Implicit and Explicit Relationships Through User Activities in Social Media. Int. J. Electron. Commer. 18 (2) (2013)
Xuning Tang, Mi Zhang, Christopher C. Yang
Leveraging User Interest to Improve Thread Recommendation in Online Forum. SOCIETY (2013)
Ling Jiang, Christopher C. Yang
Using Co-occurrence Analysis to Expand Consumer Health Vocabularies from Social Media Data. ICHI (2013)
Christopher C. Yang, Gondy Leroy, Sophia Ananiadou
Smart Health and Wellbeing. ACM Trans. Manag. Inf. Syst. 4 (4) (2013)
Mi Zhang, Christopher C. Yang
The Effectiveness of Smoking Cessation Intervention on Facebook: A Preliminary Study of Posts and Users. ICSH (2013)
Xuning Tang, Christopher C. Yang, Min Song
Understanding the evolution of multiple scientific research domains using a content and network approach. J. Assoc. Inf. Sci. Technol. 64 (5) (2013)
Ling Jiang, Christopher C. Yang, Jiexun Li
Discovering Consumer Health Expressions from Consumer-Contributed Content. SBP (2013)
Min Song, Christopher C. Yang, Xuning Tang, Wook-Shin Han
Mapping the field of Bioinformatics with a content and co-authorship analysis. BIBM Workshops (2012)
Christopher C. Yang, Hsinchun Chen, Howard D. Wactlar, Carlo Combi, Xuning Tang
SHB 2012: international workshop on smart health and wellbeing. CIKM (2012)
Christopher C. Yang, Xuning Tang
A content and social network approach of bibliometrics analysis across domains. iConference (2012)
Hae Min Kim, Eileen G. Abels, Christopher C. Yang
Who disseminates academic library information on Twitter? ASIST (2012)
Christopher C. Yang, Xuning Tang, Min Song, Suyeon Kim
A Trend Analysis of Domain-Specific Literatures with Content and Co-author Network Similarity. ICADL (2012)
Hae Min Kim, Christopher C. Yang, Eileen G. Abels, Mi Zhang
A qualitative analysis of information dissemination through twitter in a digital library. JCDL (2012)
Christopher C. Yang, Xuning Tang
Estimating User Influence in the MedHelp Social Network. IEEE Intell. Syst. 27 (5) (2012)
Xuning Tang, Christopher C. Yang
TUT: a statistical model for detecting trends, topics and user interests in social media. CIKM (2012)
Christopher C. Yang, Haodong Yang, Xuning Tang, Ling Jiang
Identifying implicit relationships between social media users to support social commerce. ICEC (2012)
Mi Zhang, Christopher C. Yang, Jiexun Li
A Comparative Study of Smoking Cessation Intervention Programs on Social Media. SBP (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Christopher C. Yang