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ArticlesPeer ReviewedFull Text
Multimodal machine learning in precision health: A scoping review
Author / Creator:Kline, Adrienne ; Wang, Hanyin ; Li, Yikuan ; Dennis, Saya ; Hutch, Meghan ; Xu, Zhenxing ; Wang, Fei ; Cheng, Feixiong ; Luo, Yuan
Publisher:London: Nature Publishing Group UK
Journal title:NPJ digital medicine, 2022-11, Vol.5 (1), p.171-14, Article 171
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ArticlesPeer ReviewedFull Text
Item response theory as a feature selection and interpretation tool in the context of machine learning
Author / Creator:Kline, Adrienne S. ; Kline, Theresa J. B. ; Lee, Joon
Publisher:Berlin/Heidelberg: Springer Berlin Heidelberg
Journal title:Medical & biological engineering & computing, 2021-02, Vol.59 (2), p.471-482
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ArticlesPeer ReviewedFull Text
Digital public health surveillance: a systematic scoping review
Author / Creator:Shakeri Hossein Abad, Zahra ; Kline, Adrienne ; Sultana, Madeena ; Noaeen, Mohammad ; Nurmambetova, Elvira ; Lucini, Filipe ; Al-Jefri, Majed ; Lee, Joon
Publisher:London: Nature Publishing Group UK
Journal title:NPJ digital medicine, 2021-03, Vol.4 (1), p.41-41, Article 41
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ArticlesPeer ReviewedFull Text
Comparison of Dynamic Knee Contact Mechanics with T2 Imaging in Different Ages of Healthy Participants
Author / Creator:Küpper, Jessica Christine ; Kline, Adrienne ; Felfeliyan, Banafshe ; Jaremko, Jacob ; Ronsky, Janet L
Publisher:New York: Springer Nature B.V
Journal title:Annals of biomedical engineering, 2023-11, Vol.51 (11), p.2465-2478
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ArticlesPeer ReviewedFull Text
Using Item Response Theory for Explainable Machine Learning in Predicting Mortality in the Intensive Care Unit: Case-Based Approach
Author / Creator:Kline, Adrienne ; Kline, Theresa ; Shakeri Hossein Abad, Zahra ; Lee, Joon
Publisher:Canada: JMIR Publications
Journal title:Journal of medical Internet research, 2020-09, Vol.22 (9), p.e20268-e20268
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ArticlesFull Text
DCZNMaker: A Web-based Application for Multi-Attribute Utilities Analysis
Author / Creator:Kline, Adrienne
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-07
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ArticlesFull Text
Machine Learning Capability: A standardized metric using case difficulty with applications to individualized deployment of supervised machine learning
Author / Creator:Kline, Adrienne ; Lee, Joon
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-02
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ArticlesFull Text
IRTCI: Item Response Theory for Categorical Imputation
Author / Creator:Kline, Adrienne ; Luo, Yuan
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-02
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ArticlesFull Text
GeneralizIT: A Python Solution for Generalizability Theory Computations
Author / Creator:Smith, Tyler J ; Kline, Theresa ; Kline, Adrienne
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-12
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ArticlesFull Text
YOLO-Angio: An Algorithm for Coronary Anatomy Segmentation
Author / Creator:Liu, Tom ; Lin, Hui ; Katsaggelos, Aggelos K ; Kline, Adrienne
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-10
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ArticlesFull Text
StenUNet: Automatic Stenosis Detection from X-ray Coronary Angiography
Author / Creator:Lin, Hui ; Liu, Tom ; Katsaggelos, Aggelos ; Kline, Adrienne
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-10
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ArticlesFull Text
Medical Image Deidentification, Cleaning and Compression Using Pylogik
Author / Creator:Kline, Adrienne ; Appadurai, Vinesh ; Luo, Yuan ; Shah, Sanjiv
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-05
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ArticlesFull Text
Multimodal Machine Learning in Precision Health
Author / Creator:Kline, Adrienne ; Wang, Hanyin ; Li, Yikuan ; Saya, Dennis ; Hutch, Meghan ; Xu, Zhenxing ; Wang, Fei ; Cheng, Feixiong ; Luo, Yuan
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2022-04
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ArticlesFull Text
Deep Learning Reveals Patterns of Diverse and Changing Sentiments Towards COVID-19 Vaccines Based on 11 Million Tweets
Author / Creator:Wang, Hanyin ; Hutch, Meghan R ; Li, Yikuan ; Kline, Adrienne S ; Otero, Sebastian ; Mithal, Leena B ; Miller, Emily S ; Naidech, Andrew ; Luo, Yuan
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2022-07
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Multimodal machine learning in precision health: A scoping review

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Item response theory as a feature selection and interpretation tool in the context of machine learning

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Digital public health surveillance: a systematic scoping review

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Comparison of Dynamic Knee Contact Mechanics with T2 Imaging in Different Ages of Healthy Participants

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Using Item Response Theory for Explainable Machine Learning in Predicting Mortality in the Intensive Care Unit: Case-Based Approach

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DCZNMaker: A Web-based Application for Multi-Attribute Utilities Analysis

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Machine Learning Capability: A standardized metric using case difficulty with applications to individualized deployment of supervised machine learning

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IRTCI: Item Response Theory for Categorical Imputation

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GeneralizIT: A Python Solution for Generalizability Theory Computations

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YOLO-Angio: An Algorithm for Coronary Anatomy Segmentation

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StenUNet: Automatic Stenosis Detection from X-ray Coronary Angiography

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Medical Image Deidentification, Cleaning and Compression Using Pylogik

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Multimodal Machine Learning in Precision Health

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Deep Learning Reveals Patterns of Diverse and Changing Sentiments Towards COVID-19 Vaccines Based on 11 Million Tweets

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