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Ziyuan Guan
196  results:
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1

Identifying acute illness phenotypes via deep temporal inte..:

Ren, Yuanfang ; Li, Yanjun ; Loftus, Tyler J....
Scientific Reports.  14 (2024)  1 - p. , 2024
Link: https://doi.org/10.1038/..
 
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2

Electronic Health Record Data Quality and Performance Asses..:

Penev, Yordan P. ; Buchanan, Timothy R. ; Ruppert, Matthew M....
JMIR Medical Informatics.  , 2024
Link: https://doi.org/10.2196/..
 
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3

Dynamic Delirium Prediction in the Intensive Care Unit usin..:

, In: 2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI),
Contreras, Miguel ; Silva, Brandon ; Shickel, Benjamin... - p. 1-5 , 2023
Link: https://doi.org/10.1109/..
 
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4

Diurnal Pain Classification in Critically Ill Patients usin..:

, In: 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM),
Sena, Jessica ; Bandyopadhyay, Sabyasachi ; Mostafiz, Mohammad Tahsin... - p. 2207-2212 , 2023
Link: https://doi.org/10.1109/..
 
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5

Machine Learning–Enabled Clinical Information Systems Using..:

Balch, Jeremy A ; Ruppert, Matthew M ; Loftus, Tyler J...
JMIR Medical Informatics.  11 (2023)  - p. e48297-e48297 , 2023
Link: https://doi.org/10.2196/..
 
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6

Clinical courses of acute kidney injury in hospitalized pat..:

Adiyeke, Esra ; Ren, Yuanfang ; Guan, Ziyuan...
Scientific Reports.  13 (2023)  1 - p. , 2023
Link: https://doi.org/10.1038/..
 
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7

Physiologic signatures within six hours of hospitalization ..:

Ren, Yuanfang ; Loftus, Tyler J. ; Li, Yanjun...
PLOS Digital Health.  1 (2022)  10 - p. e0000110 , 2022
Link: https://doi.org/10.1371/..
 
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8

Multi-dimensional patient acuity estimation with longitudin..:

Shickel, Benjamin ; Silva, Brandon ; Ozrazgat-Baslanti, Tezcan...
Frontiers in Digital Health.  4 (2022)  - p. , 2022
Link: https://doi.org/10.3389/..
 
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9

Machine Learning–Enabled Clinical Information Systems Using..:

Jeremy A Balch ; Matthew M Ruppert ; Tyler J Loftus...
https://medinform.jmir.org/2023/1/e48297.  , 2023
Link: https://doi.org/10.2196/..
 
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10

Clinical courses of acute kidney injury in hospitalized pat..:

Esra Adiyeke ; Yuanfang Ren ; Ziyuan Guan...
https://doi.org/10.1038/s41598-023-45006-5.  , 2023
Link: https://doi.org/10.1038/..
 
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11

Transformer Models for Acute Brain Dysfunction Prediction:

Silva, Brandon ; Contreras, Miguel ; Baslanti, Tezcan Ozrazgat...
http://arxiv.org/abs/2303.07305.  , 2023
Link: http://arxiv.org/abs/230..
 
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12

Multi-dimensional patient acuity estimation with longitudin..:

Benjamin Shickel ; Brandon Silva ; Tezcan Ozrazgat-Baslanti...
https://www.frontiersin.org/articles/10.3389/fdgth.2022.1029191/full.  , 2022
Link: https://doi.org/10.3389/..
 
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13

Physiologic signatures within six hours of hospitalization ..:

Yuanfang Ren ; Tyler J Loftus ; Yanjun Li...
https://doi.org/10.1371/journal.pdig.0000110.  , 2022
Link: https://doi.org/10.1371/..
 
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14

Clinical Courses of Acute Kidney Injury in Hospitalized Pat..:

Adiyeke, Esra ; Ren, Yuanfang ; Guan, Ziyuan...
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC10029047/.  , 2023
Link: http://www.ncbi.nlm.nih...
 
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15

Clinical courses of acute kidney injury in hospitalized pat..:

Adiyeke, Esra ; Ren, Yuanfang ; Guan, Ziyuan...
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC10584933/.  , 2023
Link: http://www.ncbi.nlm.nih...
 
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