المؤلفون: Rey Arturo Fernandez (10308748), Mark Tristan Quimque (10308739), Kin Israel Notarte (10308742), Joe Anthony Manzano (11359401), Delfin Yñigo Pilapil IV (11359404), Von Novi de Leon (14290998), John Jeric San Jose (11359410), Omar Villalobos (11359413), Nisha Harur Muralidharan (11359416), M. Michael Gromiha (7390772), Simone Brogi (715714), Allan Patrick G. Macabeo (7484282)

مصطلحات موضوعية: Biophysics, Biochemistry, Genetics, Molecular Biology, Immunology, Cancer, Infectious Diseases, Virology, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Antiviral agents, COVID-19, molecular docking, protein-protein interactions, SARS-CoV-2 spike proteins and variants

Relation: https://figshare.com/articles/journal_contribution/Myxobacterial_depsipeptide_chondramides_interrupt_SARS-CoV-2_entry_by_targeting_its_broad_cell_tropic_spike_protein/16545921

الاتاحة: https://doi.org/10.6084/m9.figshare.16545921.v2

المؤلفون: Rey Arturo Fernandez (10308748), Mark Tristan Quimque (10308739), Kin Israel Notarte (10308742), Joe Anthony Manzano (11359401), Delfin Yñigo Pilapil IV (11359404), Von Novi de Leon (11359407), John Jeric San Jose (11359410), Omar Villalobos (11359413), Nisha Harur Muralidharan (11359416), M. Michael Gromiha (7390772), Simone Brogi (715714), Allan Patrick G. Macabeo (7484282)

مصطلحات موضوعية: Biophysics, Biochemistry, Genetics, Molecular Biology, Immunology, Cancer, Infectious Diseases, Virology, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Antiviral agents, COVID-19, molecular docking, protein-protein interactions, SARS-CoV-2 spike proteins and variants

Relation: https://figshare.com/articles/journal_contribution/Myxobacterial_depsipeptide_chondramides_interrupt_SARS-CoV-2_entry_by_targeting_its_broad_cell_tropic_spike_protein/16545921

الاتاحة: https://doi.org/10.6084/m9.figshare.16545921.v1

المؤلفون: Rock Christian Tomas (12003669), Anthony Jay Sayat (12003672), Andrea Nicole Atienza (12003675), Jannah Lianne Danganan (12003678), Ma. Rollene Ramos (12003681), Allan Fellizar (8911190), Kin Israel Notarte (10308742), Lara Mae Angeles (3749506), Ruth Bangaoil (8911175), Abegail Santillan (8911178), Pia Marie Albano (3749515)

مصطلحات موضوعية: Sociology, Cancer, Space Science, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, visual peak identification, potential diagnostic tool, positive predictive value, linear discriminant analysis, ir regions associated, ir region associated, fold cross validation, based sensitivity analysis, proposed sensitivity analysis, breast tumors using, based method identified, 18 ± 11, significant ir regions, div >< p, study also suggests, 19 ± 10, ftir via nn, auc ), accuracy, specific method, proposed nn, breast cancer, also determined, ± 7

Relation: https://figshare.com/articles/figure/Experimental_design_process_flowchart_/19072266

الاتاحة: https://doi.org/10.1371/journal.pone.0262489.g001

المؤلفون: Rock Christian Tomas (12003669), Anthony Jay Sayat (12003672), Andrea Nicole Atienza (12003675), Jannah Lianne Danganan (12003678), Ma. Rollene Ramos (12003681), Allan Fellizar (8911190), Kin Israel Notarte (10308742), Lara Mae Angeles (3749506), Ruth Bangaoil (8911175), Abegail Santillan (8911178), Pia Marie Albano (3749515)

مصطلحات موضوعية: Sociology, Cancer, Space Science, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, visual peak identification, potential diagnostic tool, positive predictive value, linear discriminant analysis, ir regions associated, ir region associated, fold cross validation, based sensitivity analysis, proposed sensitivity analysis, breast tumors using, based method identified, 18 ± 11, significant ir regions, div >< p, study also suggests, 19 ± 10, ftir via nn, auc ), accuracy, specific method, proposed nn, breast cancer, also determined, ± 7

Relation: https://figshare.com/articles/dataset/Clinical_data_of_the_patients_with_breast_lesions_sup_b_sup_/19072281

الاتاحة: https://doi.org/10.1371/journal.pone.0262489.t001

المؤلفون: Rock Christian Tomas (12003669), Anthony Jay Sayat (12003672), Andrea Nicole Atienza (12003675), Jannah Lianne Danganan (12003678), Ma. Rollene Ramos (12003681), Allan Fellizar (8911190), Kin Israel Notarte (10308742), Lara Mae Angeles (3749506), Ruth Bangaoil (8911175), Abegail Santillan (8911178), Pia Marie Albano (3749515)

مصطلحات موضوعية: Sociology, Cancer, Space Science, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, visual peak identification, potential diagnostic tool, positive predictive value, linear discriminant analysis, ir regions associated, ir region associated, fold cross validation, based sensitivity analysis, proposed sensitivity analysis, breast tumors using, based method identified, 18 ± 11, significant ir regions, div >< p, study also suggests, 19 ± 10, ftir via nn, auc ), accuracy, specific method, proposed nn, breast cancer, also determined, ± 7

Relation: https://figshare.com/articles/figure/Median_ATR-FTIR_absorbance_spectra_of_malignant_i_n_88_i_and_benign_i_n_78_i_breast_tissue_samples_/19072275

الاتاحة: https://doi.org/10.1371/journal.pone.0262489.g004

المؤلفون: Rock Christian Tomas (12003669), Anthony Jay Sayat (12003672), Andrea Nicole Atienza (12003675), Jannah Lianne Danganan (12003678), Ma. Rollene Ramos (12003681), Allan Fellizar (8911190), Kin Israel Notarte (10308742), Lara Mae Angeles (3749506), Ruth Bangaoil (8911175), Abegail Santillan (8911178), Pia Marie Albano (3749515)

مصطلحات موضوعية: Sociology, Cancer, Space Science, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, visual peak identification, potential diagnostic tool, positive predictive value, linear discriminant analysis, ir regions associated, ir region associated, fold cross validation, based sensitivity analysis, proposed sensitivity analysis, breast tumors using, based method identified, 18 ± 11, significant ir regions, div >< p, study also suggests, 19 ± 10, ftir via nn, auc ), accuracy, specific method, proposed nn, breast cancer, also determined, ± 7

Relation: https://figshare.com/articles/figure/PCA_biplot_showing_data_points_of_malignant_and_benign_samples_/19072269

الاتاحة: https://doi.org/10.1371/journal.pone.0262489.g002

المؤلفون: Rock Christian Tomas (12003669), Anthony Jay Sayat (12003672), Andrea Nicole Atienza (12003675), Jannah Lianne Danganan (12003678), Ma. Rollene Ramos (12003681), Allan Fellizar (8911190), Kin Israel Notarte (10308742), Lara Mae Angeles (3749506), Ruth Bangaoil (8911175), Abegail Santillan (8911178), Pia Marie Albano (3749515)

مصطلحات موضوعية: Sociology, Cancer, Space Science, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, visual peak identification, potential diagnostic tool, positive predictive value, linear discriminant analysis, ir regions associated, ir region associated, fold cross validation, based sensitivity analysis, proposed sensitivity analysis, breast tumors using, based method identified, 18 ± 11, significant ir regions, div >< p, study also suggests, 19 ± 10, ftir via nn, auc ), accuracy, specific method, proposed nn, breast cancer, also determined, ± 7

Relation: https://figshare.com/articles/figure/Fig_3_-/19072272

الاتاحة: https://doi.org/10.1371/journal.pone.0262489.g003

المؤلفون: Rock Christian Tomas (12003669), Anthony Jay Sayat (12003672), Andrea Nicole Atienza (12003675), Jannah Lianne Danganan (12003678), Ma. Rollene Ramos (12003681), Allan Fellizar (8911190), Kin Israel Notarte (10308742), Lara Mae Angeles (3749506), Ruth Bangaoil (8911175), Abegail Santillan (8911178), Pia Marie Albano (3749515)

مصطلحات موضوعية: Sociology, Cancer, Space Science, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, visual peak identification, potential diagnostic tool, positive predictive value, linear discriminant analysis, ir regions associated, ir region associated, fold cross validation, based sensitivity analysis, proposed sensitivity analysis, breast tumors using, based method identified, 18 ± 11, significant ir regions, div >< p, study also suggests, 19 ± 10, ftir via nn, auc ), accuracy, specific method, proposed nn, breast cancer, also determined, ± 7

Relation: https://figshare.com/articles/figure/Input_response_of_neural_networks_from_the_designed_NN-based_sensitivity_analysis_/19072278

الاتاحة: https://doi.org/10.1371/journal.pone.0262489.g005

المؤلفون: Rock Christian Tomas (12003669), Anthony Jay Sayat (12003672), Andrea Nicole Atienza (12003675), Jannah Lianne Danganan (12003678), Ma. Rollene Ramos (12003681), Allan Fellizar (8911190), Kin Israel Notarte (10308742), Lara Mae Angeles (3749506), Ruth Bangaoil (8911175), Abegail Santillan (8911178), Pia Marie Albano (3749515)

مصطلحات موضوعية: Sociology, Cancer, Space Science, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, visual peak identification, potential diagnostic tool, positive predictive value, linear discriminant analysis, ir regions associated, ir region associated, fold cross validation, based sensitivity analysis, proposed sensitivity analysis, breast tumors using, based method identified, 18 ± 11, significant ir regions, div >< p, study also suggests, 19 ± 10, ftir via nn, auc ), accuracy, specific method, proposed nn, breast cancer, also determined, ± 7

Relation: https://figshare.com/articles/dataset/Diagnostic_performance_of_the_models_/19072290

الاتاحة: https://doi.org/10.1371/journal.pone.0262489.t003

المؤلفون: Rock Christian Tomas (12003669), Anthony Jay Sayat (12003672), Andrea Nicole Atienza (12003675), Jannah Lianne Danganan (12003678), Ma. Rollene Ramos (12003681), Allan Fellizar (8911190), Kin Israel Notarte (10308742), Lara Mae Angeles (3749506), Ruth Bangaoil (8911175), Abegail Santillan (8911178), Pia Marie Albano (3749515)

مصطلحات موضوعية: Sociology, Cancer, Space Science, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, visual peak identification, potential diagnostic tool, positive predictive value, linear discriminant analysis, ir regions associated, ir region associated, fold cross validation, based sensitivity analysis, proposed sensitivity analysis, breast tumors using, based method identified, 18 ± 11, significant ir regions, div >< p, study also suggests, 19 ± 10, ftir via nn, auc ), accuracy, specific method, proposed nn, breast cancer, also determined, ± 7

Relation: https://figshare.com/articles/dataset/Feedforward_neural_network_architecture_/19072287

الاتاحة: https://doi.org/10.1371/journal.pone.0262489.t002

المؤلفون: Rock Christian Tomas (12003669), Anthony Jay Sayat (12003672), Andrea Nicole Atienza (12003675), Jannah Lianne Danganan (12003678), Ma. Rollene Ramos (12003681), Allan Fellizar (8911190), Kin Israel Notarte (10308742), Lara Mae Angeles (3749506), Ruth Bangaoil (8911175), Abegail Santillan (8911178), Pia Marie Albano (3749515)

مصطلحات موضوعية: Sociology, Cancer, Space Science, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, visual peak identification, potential diagnostic tool, positive predictive value, linear discriminant analysis, ir regions associated, ir region associated, fold cross validation, based sensitivity analysis, proposed sensitivity analysis, breast tumors using, based method identified, 18 ± 11, significant ir regions, div >< p, study also suggests, 19 ± 10, ftir via nn, auc ), accuracy, specific method, proposed nn, breast cancer, also determined, ± 7

Relation: https://figshare.com/articles/dataset/Comparison_of_the_spectrum_variables_peak_positions_and_normalized_absorbances_of_malignant_and_benign_breast_samples_in_the_fingerprint_IR_region_1800cm_sup_-1_sup_to_850cm_sup_-1_sup_via_visual_peak_identification_/19072296

الاتاحة: https://doi.org/10.1371/journal.pone.0262489.t005

المؤلفون: Rock Christian Tomas (12003669), Anthony Jay Sayat (12003672), Andrea Nicole Atienza (12003675), Jannah Lianne Danganan (12003678), Ma. Rollene Ramos (12003681), Allan Fellizar (8911190), Kin Israel Notarte (10308742), Lara Mae Angeles (3749506), Ruth Bangaoil (8911175), Abegail Santillan (8911178), Pia Marie Albano (3749515)

مصطلحات موضوعية: Sociology, Cancer, Space Science, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, visual peak identification, potential diagnostic tool, positive predictive value, linear discriminant analysis, ir regions associated, ir region associated, fold cross validation, based sensitivity analysis, proposed sensitivity analysis, breast tumors using, based method identified, 18 ± 11, significant ir regions, div >< p, study also suggests, 19 ± 10, ftir via nn, auc ), accuracy, specific method, proposed nn, breast cancer, also determined, ± 7

Relation: https://figshare.com/articles/dataset/Test_of_significance_of_neural_network_performance_metrics_relative_to_SVM_/19072293

الاتاحة: https://doi.org/10.1371/journal.pone.0262489.t004