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Ordóñez-Guillén, Nelson E.
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1

Machine learning based study for the classification of Type..:

Ordoñez-Guillen, Nelson E. ; Gonzalez-Compean, Jose Luis ; Lopez-Arevalo, Ivan..
BioData Mining.  16 (2023)  1 - p. , 2023
Link: https://doi.org/10.1186/..
 
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2

Deep-learning based detection of COVID-19 using lung ultras..:

Diaz-Escobar, Julia ; Ordóñez-Guillén, Nelson E. ; Villarreal-Reyes, Salvador...
PLOS ONE.  16 (2021)  8 - p. e0255886 , 2021
Link: https://doi.org/10.1371/..
 
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3

Catalytic DNA Strand Displacement Cascades Applied to Logic..:

Ordonez-Guillen, Nelson E. ; Martinez-Perez, Israel M.
IEEE Access.  7 (2019)  - p. 100428-100441 , 2019
Link: https://doi.org/10.1109/..
 
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4

Heuristic Search Space Generation for Maximum Clique Proble..:

Ordóñez-Guillén, Nelson E. ; Martínez-Pérez, Israel M.
Journal of Signal Processing Systems.  83 (2015)  3 - p. 389-400 , 2015
Link: https://doi.org/10.1007/..
 
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5

Machine learning based study for the classification of Type..:

Ordoñez-Guillen, Nelson E ; Gonzalez-Compean, Jose Luis ; Lopez-Arevalo, Ivan..
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC10463725/.  , 2023
Link: http://www.ncbi.nlm.nih...
 
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6

Machine learning based study for the classification of Type..:

Nelson E. Ordoñez-Guillen ; Jose Luis Gonzalez-Compean ; Ivan Lopez-Arevalo..
https://doi.org/10.1186/s13040-023-00340-2.  , 2023
Link: https://doi.org/10.1186/..
 
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7

5 × 5-fold cross-validation results: Confusion matrices:

Julia Diaz-Escobar (11272958) ; Nelson E. Ordóñez-Guillén (11272961) ; Salvador Villarreal-Reyes (7203815)...
https://figshare.com/articles/figure/5_5-fold_cross-validation_results_Confusion_matrices_/15165266.  , 2021
Link: https://doi.org/10.1371/..
 
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8

InceptionV3 experimental results:

Julia Diaz-Escobar (11272958) ; Nelson E. Ordóñez-Guillén (11272961) ; Salvador Villarreal-Reyes (7203815)...
https://figshare.com/articles/journal_contribution/InceptionV3_experimental_results_/15165245.  , 2021
Link: https://doi.org/10.1371/..
 
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9

CNN configurations considered for COVID-19 identification i..:

Julia Diaz-Escobar (11272958) ; Nelson E. Ordóñez-Guillén (11272961) ; Salvador Villarreal-Reyes (7203815)...
https://figshare.com/articles/dataset/CNN_configurations_considered_for_COVID-19_identification_in_LUS_imagery_/15165278.  , 2021
Link: https://doi.org/10.1371/..
 
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10

Artifacts:

Julia Diaz-Escobar (11272958) ; Nelson E. Ordóñez-Guillén (11272961) ; Salvador Villarreal-Reyes (7203815)...
https://figshare.com/articles/figure/Artifacts_/15165257.  , 2021
Link: https://doi.org/10.1371/..
 
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11

VGG19-net experimental results:

Julia Diaz-Escobar (11272958) ; Nelson E. Ordóñez-Guillén (11272961) ; Salvador Villarreal-Reyes (7203815)...
https://figshare.com/articles/journal_contribution/VGG19-net_experimental_results_/15165242.  , 2021
Link: https://doi.org/10.1371/..
 
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12

Overall COVID-19 vs pneumonia performance results (95% C.I.:

Julia Diaz-Escobar (11272958) ; Nelson E. Ordóñez-Guillén (11272961) ; Salvador Villarreal-Reyes (7203815)...
https://figshare.com/articles/dataset/Overall_COVID-19_vs_pneumonia_performance_results_95_C_I_/15165284.  , 2021
Link: https://doi.org/10.1371/..
 
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13

Flowchart for systematic diagnosis of lung diseases by mean..:

Julia Diaz-Escobar (11272958) ; Nelson E. Ordóñez-Guillén (11272961) ; Salvador Villarreal-Reyes (7203815)...
https://figshare.com/articles/figure/Flowchart_for_systematic_diagnosis_of_lung_diseases_by_means_of_LUS_/15165260.  , 2021
Link: https://doi.org/10.1371/..
 
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14

Data partitioning:

Julia Diaz-Escobar (11272958) ; Nelson E. Ordóñez-Guillén (11272961) ; Salvador Villarreal-Reyes (7203815)...
https://figshare.com/articles/dataset/Data_partitioning_/15165236.  , 2021
Link: https://doi.org/10.1371/..
 
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15

5 × 5-fold cross-validation results: Mean ROC curves and AU..:

Julia Diaz-Escobar (11272958) ; Nelson E. Ordóñez-Guillén (11272961) ; Salvador Villarreal-Reyes (7203815)...
https://figshare.com/articles/figure/5_5-fold_cross-validation_results_Mean_ROC_curves_and_AUC_scores_95_C_I_/15165272.  , 2021
Link: https://doi.org/10.1371/..
 
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