Faculty

Institution

Unit

Venue

Christopher C. Yang

Professor

Drexel University

Affiliations

College of Computing & Informatics

Department of Information Science

Christopher C. Yang is currently serving as a College Of Computing & Informatics Professor at Drexel University.

Honors

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Experiences

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Education

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Christopher C. Yang

Drexel University

Professor

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

Achieving Equity via Transfer Learning With Fairness Optimization. IEEE Access (2024)

Xiaoyang WangChia-Hsuan ChangChristopher C. Yang

algorithmic fairnessfinanceequitytransfer learningfairness optimization

An Explainablefair Framework for Prediction of Substance Use Disorder Treatment Completion. 2022 IEEE 10th International Conference on Healthcare Informatics (ICHI) (2024)

Mary M. LucasXiaoyang WangChia-Hsuan ChangChristopher C. YangJacqueline E. BraughtonQuyen M. Ngo

public healthapplied mathematicsmachine learningdeep learninghealth sciencesexplainablefair frameworksubstance use disorders

Beyond Self-Consistency: Ensemble Reasoning Boosts Consistency and Accuracy of Llms in Cancer Staging. arXiv (Cornell University) (2024)

Chang, Chia-HsuanLucas, Mary M.Lee, YeawonYang, Christopher C.Lu-Yao, Grace

machine learning researchclusteringmachine learningcancer stagingradiation oncologydeep learningreliabilitydata consistencyforecastingapproximate reasoningknowledge discovery

Bias in Prediction Models to Identify Patients With Colorectal Cancer at High Risk for Readmission After Resection. JCO Clinical Cancer Informatics (2024)

Mary M. LucasMario SchootmanJonathan A. LaryeaSonia T. OrcuttChenghui LiJun YingJennifer A. RumpelChristopher C. Yang

colorectal cancerprediction modelshigh riskhealth informaticssurgery

Classifying Cancer Stage With Open-Source Clinical Large Language Models. 2022 IEEE 10th International Conference on Healthcare Informatics (ICHI) (2024)

Chia-Hsuan ChangMary M. LucasGrace Lu-YaoChristopher C. Yang

disease classificationcancer careradiation oncologycomputational medicinehealth sciencesoncologycancer stagecancer researchcancer imagingcancer biologymedicine

Constructing Cross-Lingual Consumer Health Vocabulary With Word-Embedding From Comparable User Generated Content. 2022 IEEE 10th International Conference on Healthcare Informatics (ICHI) (2024)

Chia-Hsuan ChangLei WangChristopher C. Yang

communicationcross-lingual consumer healthdata sciencecross-lingual representationconsumer healthword embeddingsknowledge representation and reasoninglinguisticsnatural language processing

Disparities in Retinal Vein Occlusion Presentation and Initiation of Anti-Vegf Therapy. Ophthalmology Retina (2024)

Julia A. HallerMaurizio TomaiuoloMary M. LucasChristopher C. YangLeslie HymanAaron Y. LeeCecilia S. LeeRuss Van GelderAlice LorchJoan W. MillerSuzann PershingJeffrey Goldberg

retinaophthalmologyanti-vegf therapyophthalmology retina

Enhancing Patient-Physician Communication: Simulating African American Vernacular English in Medical Diagnostics With Large Language Models. Research Square (Research Square) (2024)

Yeawon LeeChia-Hsuan ChangChristopher C. Yang

language modelsspeechlanguage pathologyhealth communicationenglishafrican american studieslanguagepatient-physician communication

Explainable AI for Fair Sepsis Mortality Predictive Model. arXiv (Cornell University) (2024)

Chang, Chia-HsuanWang, XiaoyangYang, Christopher C.

public healthdata sciencemachine learningartificial intelligencedeep learningmortalitycomputational intelligencesepsisexplainable aiinfectious disease modellingstatisticsknowledge discovery

Reasoning With Large Language Models for Medical Question Answering. Journal of the American Medical Informatics Association (2024)

Mary M LucasJustin YangJon K PomeroyChristopher C Yang

cognitive sciencehealth communicationknowledge representation and reasoningartificial intelligencemodel-based reasoningcomputational intelligencehealth informaticslinguisticsinformaticsautomated reasoningbiomedical informaticsmedicine

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Christopher C. Yang

Professor

Drexel University

Affiliations

College of Computing & Informatics

Department of Information Science

Christopher C. Yang is currently serving as a College Of Computing & Informatics Professor at Drexel University.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Christopher C. Yang

Drexel University

Professor

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

Achieving Equity via Transfer Learning With Fairness Optimization. IEEE Access (2024)

Xiaoyang WangChia-Hsuan ChangChristopher C. Yang

algorithmic fairnessfinanceequitytransfer learningfairness optimization

An Explainablefair Framework for Prediction of Substance Use Disorder Treatment Completion. 2022 IEEE 10th International Conference on Healthcare Informatics (ICHI) (2024)

Mary M. LucasXiaoyang WangChia-Hsuan ChangChristopher C. YangJacqueline E. BraughtonQuyen M. Ngo

public healthapplied mathematicsmachine learningdeep learninghealth sciencesexplainablefair frameworksubstance use disorders

Beyond Self-Consistency: Ensemble Reasoning Boosts Consistency and Accuracy of Llms in Cancer Staging. arXiv (Cornell University) (2024)

Chang, Chia-HsuanLucas, Mary M.Lee, YeawonYang, Christopher C.Lu-Yao, Grace

machine learning researchclusteringmachine learningcancer stagingradiation oncologydeep learningreliabilitydata consistencyforecastingapproximate reasoningknowledge discovery

Bias in Prediction Models to Identify Patients With Colorectal Cancer at High Risk for Readmission After Resection. JCO Clinical Cancer Informatics (2024)

Mary M. LucasMario SchootmanJonathan A. LaryeaSonia T. OrcuttChenghui LiJun YingJennifer A. RumpelChristopher C. Yang

colorectal cancerprediction modelshigh riskhealth informaticssurgery

Classifying Cancer Stage With Open-Source Clinical Large Language Models. 2022 IEEE 10th International Conference on Healthcare Informatics (ICHI) (2024)

Chia-Hsuan ChangMary M. LucasGrace Lu-YaoChristopher C. Yang

disease classificationcancer careradiation oncologycomputational medicinehealth sciencesoncologycancer stagecancer researchcancer imagingcancer biologymedicine

Constructing Cross-Lingual Consumer Health Vocabulary With Word-Embedding From Comparable User Generated Content. 2022 IEEE 10th International Conference on Healthcare Informatics (ICHI) (2024)

Chia-Hsuan ChangLei WangChristopher C. Yang

communicationcross-lingual consumer healthdata sciencecross-lingual representationconsumer healthword embeddingsknowledge representation and reasoninglinguisticsnatural language processing

Disparities in Retinal Vein Occlusion Presentation and Initiation of Anti-Vegf Therapy. Ophthalmology Retina (2024)

Julia A. HallerMaurizio TomaiuoloMary M. LucasChristopher C. YangLeslie HymanAaron Y. LeeCecilia S. LeeRuss Van GelderAlice LorchJoan W. MillerSuzann PershingJeffrey Goldberg

retinaophthalmologyanti-vegf therapyophthalmology retina

Enhancing Patient-Physician Communication: Simulating African American Vernacular English in Medical Diagnostics With Large Language Models. Research Square (Research Square) (2024)

Yeawon LeeChia-Hsuan ChangChristopher C. Yang

language modelsspeechlanguage pathologyhealth communicationenglishafrican american studieslanguagepatient-physician communication

Explainable AI for Fair Sepsis Mortality Predictive Model. arXiv (Cornell University) (2024)

Chang, Chia-HsuanWang, XiaoyangYang, Christopher C.

public healthdata sciencemachine learningartificial intelligencedeep learningmortalitycomputational intelligencesepsisexplainable aiinfectious disease modellingstatisticsknowledge discovery

Reasoning With Large Language Models for Medical Question Answering. Journal of the American Medical Informatics Association (2024)

Mary M LucasJustin YangJon K PomeroyChristopher C Yang

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3
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5
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10 / page

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