Comparison of model performance metrics on external test set.
<p>Comparison of model performance metrics on external test set.</p>
محفوظ في:
| المؤلف الرئيسي: | |
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| مؤلفون آخرون: | , , , , |
| منشور في: |
2025
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| الموضوعات: | |
| الوسوم: |
إضافة وسم
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| _version_ | 1852016304216604672 |
|---|---|
| author | Taofeeq Oluwatosin Togunwa (22305173) |
| author2 | Abdulhammed Opeyemi Babatunde (22305176) Oluwatosin Ebunoluwa Fatade (22305179) Richard Olatunji (22305182) Godwin Ogbole (3437987) Adegoke Falade (4541542) |
| author2_role | author author author author author |
| author_facet | Taofeeq Oluwatosin Togunwa (22305173) Abdulhammed Opeyemi Babatunde (22305176) Oluwatosin Ebunoluwa Fatade (22305179) Richard Olatunji (22305182) Godwin Ogbole (3437987) Adegoke Falade (4541542) |
| author_role | author |
| dc.creator.none.fl_str_mv | Taofeeq Oluwatosin Togunwa (22305173) Abdulhammed Opeyemi Babatunde (22305176) Oluwatosin Ebunoluwa Fatade (22305179) Richard Olatunji (22305182) Godwin Ogbole (3437987) Adegoke Falade (4541542) |
| dc.date.none.fl_str_mv | 2025-09-24T17:34:20Z |
| dc.identifier.none.fl_str_mv | 10.1371/journal.pdig.0000713.t001 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/dataset/Comparison_of_model_performance_metrics_on_external_test_set_/30201773 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Medicine Neuroscience Cancer Science Policy Biological Sciences not elsewhere classified Information Systems not elsewhere classified public health priority prospective clinical data locally relevant datasets faster diagnostic time august 2024 ). 000 deaths annually model achieved 86 model &# 8217 university college hospital source paediatric cxrs private diagnostic center local prospective cxrs labeled nigerian cxrs xlink "> pneumonia improve pneumonia diagnosis childhood pneumonia diagnosis 97 pneumonia ). lmics ), causing death among children tertiary hospital center cross 883 pneumonia 390 pneumonia ai model world applicability study aims sectional study reveals challenges resource setting reference standard prospectively collected leading cause imaging protocols facilitate sustainable externally tested external test external evaluations estimated 700 either normal developing robust chest radiographs artificial intelligence 93 normal 349 normal 234 normal 190 radiologist |
| dc.title.none.fl_str_mv | Comparison of model performance metrics on external test set. |
| dc.type.none.fl_str_mv | Dataset info:eu-repo/semantics/publishedVersion dataset |
| description | <p>Comparison of model performance metrics on external test set.</p> |
| eu_rights_str_mv | openAccess |
| id | Manara_407fbbb7d7b4f09eecfbb6ecd192275e |
| identifier_str_mv | 10.1371/journal.pdig.0000713.t001 |
| network_acronym_str | Manara |
| network_name_str | ManaraRepo |
| oai_identifier_str | oai:figshare.com:article/30201773 |
| publishDate | 2025 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | Comparison of model performance metrics on external test set.Taofeeq Oluwatosin Togunwa (22305173)Abdulhammed Opeyemi Babatunde (22305176)Oluwatosin Ebunoluwa Fatade (22305179)Richard Olatunji (22305182)Godwin Ogbole (3437987)Adegoke Falade (4541542)MedicineNeuroscienceCancerScience PolicyBiological Sciences not elsewhere classifiedInformation Systems not elsewhere classifiedpublic health priorityprospective clinical datalocally relevant datasetsfaster diagnostic timeaugust 2024 ).000 deaths annuallymodel achieved 86model &# 8217university college hospitalsource paediatric cxrsprivate diagnostic centerlocal prospective cxrslabeled nigerian cxrsxlink "> pneumoniaimprove pneumonia diagnosischildhood pneumonia diagnosis97 pneumonia ).lmics ), causingdeath among childrentertiary hospitalcenter cross883 pneumonia390 pneumoniaai modelworld applicabilitystudy aimssectional studyreveals challengesresource settingreference standardprospectively collectedleading causeimaging protocolsfacilitate sustainableexternally testedexternal testexternal evaluationsestimated 700either normaldeveloping robustchest radiographsartificial intelligence93 normal349 normal234 normal190 radiologist<p>Comparison of model performance metrics on external test set.</p>2025-09-24T17:34:20ZDatasetinfo:eu-repo/semantics/publishedVersiondataset10.1371/journal.pdig.0000713.t001https://figshare.com/articles/dataset/Comparison_of_model_performance_metrics_on_external_test_set_/30201773CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/302017732025-09-24T17:34:20Z |
| spellingShingle | Comparison of model performance metrics on external test set. Taofeeq Oluwatosin Togunwa (22305173) Medicine Neuroscience Cancer Science Policy Biological Sciences not elsewhere classified Information Systems not elsewhere classified public health priority prospective clinical data locally relevant datasets faster diagnostic time august 2024 ). 000 deaths annually model achieved 86 model &# 8217 university college hospital source paediatric cxrs private diagnostic center local prospective cxrs labeled nigerian cxrs xlink "> pneumonia improve pneumonia diagnosis childhood pneumonia diagnosis 97 pneumonia ). lmics ), causing death among children tertiary hospital center cross 883 pneumonia 390 pneumonia ai model world applicability study aims sectional study reveals challenges resource setting reference standard prospectively collected leading cause imaging protocols facilitate sustainable externally tested external test external evaluations estimated 700 either normal developing robust chest radiographs artificial intelligence 93 normal 349 normal 234 normal 190 radiologist |
| status_str | publishedVersion |
| title | Comparison of model performance metrics on external test set. |
| title_full | Comparison of model performance metrics on external test set. |
| title_fullStr | Comparison of model performance metrics on external test set. |
| title_full_unstemmed | Comparison of model performance metrics on external test set. |
| title_short | Comparison of model performance metrics on external test set. |
| title_sort | Comparison of model performance metrics on external test set. |
| topic | Medicine Neuroscience Cancer Science Policy Biological Sciences not elsewhere classified Information Systems not elsewhere classified public health priority prospective clinical data locally relevant datasets faster diagnostic time august 2024 ). 000 deaths annually model achieved 86 model &# 8217 university college hospital source paediatric cxrs private diagnostic center local prospective cxrs labeled nigerian cxrs xlink "> pneumonia improve pneumonia diagnosis childhood pneumonia diagnosis 97 pneumonia ). lmics ), causing death among children tertiary hospital center cross 883 pneumonia 390 pneumonia ai model world applicability study aims sectional study reveals challenges resource setting reference standard prospectively collected leading cause imaging protocols facilitate sustainable externally tested external test external evaluations estimated 700 either normal developing robust chest radiographs artificial intelligence 93 normal 349 normal 234 normal 190 radiologist |