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Wan, Guangya
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1

Two-step light gradient boosted model to identify human wes..:

Wan, Guangya ; Allen, Joshua ; Ge, Weihao...
PLOS ONE.  19 (2024)  1 - p. e0296283 , 2024
Link: https://doi.org/10.1371/..
 
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2

Intrapartum electronic fetal heart rate monitoring to predi..:

McCoy, Jennifer A. ; Levine, Lisa D. ; Wan, Guangya...
American Journal of Obstetrics and Gynecology.  , 2024
Link: https://doi.org/10.1016/..
 
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3

245 Accuracy of deep learning models in interpreting intrap..:

McCoy, Jennifer A. ; Wan, Guangya ; Levine, Lisa D....
American Journal of Obstetrics and Gynecology.  230 (2024)  1 - p. S144-S145 , 2024
Link: https://doi.org/10.1016/..
 
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4

Fair admission risk prediction with proportional multicalib..:

La Cava, William ; Lett, Elle ; Wan, Guangya
http://arxiv.org/abs/2209.14613.  , 2022
Link: http://arxiv.org/abs/220..
 
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5

-log(p) of Kolmogorov-Smirnov test for all the features and..:

Guangya Wan ; Joshua Allen ; Weihao Ge...
doi:10.1371/journal.pone.0296283.g001.  , 2024
Link: https://doi.org/10.1371/..
 
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6

List of variables involved in building the models:

Guangya Wan ; Joshua Allen ; Weihao Ge...
doi:10.1371/journal.pone.0296283.t001.  , 2024
Link: https://doi.org/10.1371/..
 
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7

Partial dependence plot of precipitation for the current we..:

Guangya Wan ; Joshua Allen ; Weihao Ge...
doi:10.1371/journal.pone.0296283.g006.  , 2024
Link: https://doi.org/10.1371/..
 
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8

Confusion Matrix of the model including all features:

Guangya Wan ; Joshua Allen ; Weihao Ge...
doi:10.1371/journal.pone.0296283.t003.  , 2024
Link: https://doi.org/10.1371/..
 
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9

Gini feature importance of the model predicting West Nile V..:

Guangya Wan ; Joshua Allen ; Weihao Ge...
doi:10.1371/journal.pone.0296283.g003.  , 2024
Link: https://doi.org/10.1371/..
 
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10

Models stratified by income:

Guangya Wan ; Joshua Allen ; Weihao Ge...
doi:10.1371/journal.pone.0296283.s003.  , 2024
Link: https://doi.org/10.1371/..
 
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11

Confusion matrix of the reduced model:

Guangya Wan ; Joshua Allen ; Weihao Ge...
doi:10.1371/journal.pone.0296283.t004.  , 2024
Link: https://doi.org/10.1371/..
 
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12

Partial dependence plot of factors with positive effects: t..:

Guangya Wan ; Joshua Allen ; Weihao Ge...
doi:10.1371/journal.pone.0296283.g005.  , 2024
Link: https://doi.org/10.1371/..
 
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13

List of hyperparameters to optimize in the lightGBM models:

Guangya Wan ; Joshua Allen ; Weihao Ge...
doi:10.1371/journal.pone.0296283.t002.  , 2024
Link: https://doi.org/10.1371/..
 
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14

Socioeconomic data cleaning and transformation:

Guangya Wan ; Joshua Allen ; Weihao Ge...
doi:10.1371/journal.pone.0296283.s001.  , 2024
Link: https://doi.org/10.1371/..
 
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15

Two-step light gradient boosted model to identify human wes..:

Guangya Wan ; Joshua Allen ; Weihao Ge...
https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0296283&type=printable.  , 2024
Link: https://doi.org/10.1371/..
 
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