A Machine Learning Model Based on CT Imaging Metrics and Clinical Features to Predict the Risk of Hospital-Acquired Pneumonia After Traumatic Brain Injury Article Swipe
Shaojie Li
,
Qiangqiang Feng
,
Jiayin Wang
,
Baofang Wu
,
Weizhi Qiu
,
Yiming Zhuang
,
Yong Wang
,
Hongzhi Gao
·
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.2147/idr.s473825
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.2147/idr.s473825
We successfully developed and validated a high-performance ML algorithm to assess the risk of HAP in TBI patients. The dynamic nomogram provides a practical tool for real-time risk assessment, potentially improving clinical outcomes by aiding in early intervention and personalized patient management.
Related Topics
Concepts
Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.2147/idr.s473825
- OA Status
- gold
- Cited By
- 6
- References
- 39
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4402228954
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W4402228954Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.2147/idr.s473825Digital Object Identifier
- Title
-
A Machine Learning Model Based on CT Imaging Metrics and Clinical Features to Predict the Risk of Hospital-Acquired Pneumonia After Traumatic Brain InjuryWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2024Year of publication
- Publication date
-
2024-09-01Full publication date if available
- Authors
-
Shaojie Li, Qiangqiang Feng, Jiayin Wang, Baofang Wu, Weizhi Qiu, Yiming Zhuang, Yong Wang, Hongzhi GaoList of authors in order
- Landing page
-
https://doi.org/10.2147/idr.s473825Publisher landing page
- Open access
-
YesWhether a free full text is available
- OA status
-
goldOpen access status per OpenAlex
- OA URL
-
https://doi.org/10.2147/idr.s473825Direct OA link when available
- Concepts
-
Traumatic brain injury, Pneumonia, Medicine, Intensive care medicine, Neuroimaging, Machine learning, Artificial intelligence, Computer science, Internal medicine, PsychiatryTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
6Total citation count in OpenAlex
- Citations by year (recent)
-
2025: 5, 2024: 1Per-year citation counts (last 5 years)
- References (count)
-
39Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
Full payload
| id | https://openalex.org/W4402228954 |
|---|---|
| doi | https://doi.org/10.2147/idr.s473825 |
| ids.doi | https://doi.org/10.2147/idr.s473825 |
| ids.pmid | https://pubmed.ncbi.nlm.nih.gov/39253609 |
| ids.openalex | https://openalex.org/W4402228954 |
| fwci | 5.52931863 |
| type | article |
| title | A Machine Learning Model Based on CT Imaging Metrics and Clinical Features to Predict the Risk of Hospital-Acquired Pneumonia After Traumatic Brain Injury |
| biblio.issue | |
| biblio.volume | Volume 17 |
| biblio.last_page | 3877 |
| biblio.first_page | 3863 |
| topics[0].id | https://openalex.org/T10218 |
| topics[0].field.id | https://openalex.org/fields/27 |
| topics[0].field.display_name | Medicine |
| topics[0].score | 0.9921000003814697 |
| topics[0].domain.id | https://openalex.org/domains/4 |
| topics[0].domain.display_name | Health Sciences |
| topics[0].subfield.id | https://openalex.org/subfields/2713 |
| topics[0].subfield.display_name | Epidemiology |
| topics[0].display_name | Sepsis Diagnosis and Treatment |
| topics[1].id | https://openalex.org/T10645 |
| topics[1].field.id | https://openalex.org/fields/27 |
| topics[1].field.display_name | Medicine |
| topics[1].score | 0.9864000082015991 |
| topics[1].domain.id | https://openalex.org/domains/4 |
| topics[1].domain.display_name | Health Sciences |
| topics[1].subfield.id | https://openalex.org/subfields/2711 |
| topics[1].subfield.display_name | Emergency Medicine |
| topics[1].display_name | Cardiac Arrest and Resuscitation |
| topics[2].id | https://openalex.org/T10706 |
| topics[2].field.id | https://openalex.org/fields/27 |
| topics[2].field.display_name | Medicine |
| topics[2].score | 0.9818999767303467 |
| topics[2].domain.id | https://openalex.org/domains/4 |
| topics[2].domain.display_name | Health Sciences |
| topics[2].subfield.id | https://openalex.org/subfields/2728 |
| topics[2].subfield.display_name | Neurology |
| topics[2].display_name | Traumatic Brain Injury and Neurovascular Disturbances |
| is_xpac | False |
| apc_list.value | 2836 |
| apc_list.currency | USD |
| apc_list.value_usd | 2836 |
| apc_paid.value | 2836 |
| apc_paid.currency | USD |
| apc_paid.value_usd | 2836 |
| concepts[0].id | https://openalex.org/C2781017439 |
| concepts[0].level | 2 |
| concepts[0].score | 0.7406697869300842 |
| concepts[0].wikidata | https://www.wikidata.org/wiki/Q1995526 |
| concepts[0].display_name | Traumatic brain injury |
| concepts[1].id | https://openalex.org/C2777914695 |
| concepts[1].level | 2 |
| concepts[1].score | 0.6873275637626648 |
| concepts[1].wikidata | https://www.wikidata.org/wiki/Q12192 |
| concepts[1].display_name | Pneumonia |
| concepts[2].id | https://openalex.org/C71924100 |
| concepts[2].level | 0 |
| concepts[2].score | 0.5485237836837769 |
| concepts[2].wikidata | https://www.wikidata.org/wiki/Q11190 |
| concepts[2].display_name | Medicine |
| concepts[3].id | https://openalex.org/C177713679 |
| concepts[3].level | 1 |
| concepts[3].score | 0.44756004214286804 |
| concepts[3].wikidata | https://www.wikidata.org/wiki/Q679690 |
| concepts[3].display_name | Intensive care medicine |
| concepts[4].id | https://openalex.org/C58693492 |
| concepts[4].level | 2 |
| concepts[4].score | 0.4138113856315613 |
| concepts[4].wikidata | https://www.wikidata.org/wiki/Q551875 |
| concepts[4].display_name | Neuroimaging |
| concepts[5].id | https://openalex.org/C119857082 |
| concepts[5].level | 1 |
| concepts[5].score | 0.3819181025028229 |
| concepts[5].wikidata | https://www.wikidata.org/wiki/Q2539 |
| concepts[5].display_name | Machine learning |
| concepts[6].id | https://openalex.org/C154945302 |
| concepts[6].level | 1 |
| concepts[6].score | 0.37982937693595886 |
| concepts[6].wikidata | https://www.wikidata.org/wiki/Q11660 |
| concepts[6].display_name | Artificial intelligence |
| concepts[7].id | https://openalex.org/C41008148 |
| concepts[7].level | 0 |
| concepts[7].score | 0.31009626388549805 |
| concepts[7].wikidata | https://www.wikidata.org/wiki/Q21198 |
| concepts[7].display_name | Computer science |
| concepts[8].id | https://openalex.org/C126322002 |
| concepts[8].level | 1 |
| concepts[8].score | 0.19364869594573975 |
| concepts[8].wikidata | https://www.wikidata.org/wiki/Q11180 |
| concepts[8].display_name | Internal medicine |
| concepts[9].id | https://openalex.org/C118552586 |
| concepts[9].level | 1 |
| concepts[9].score | 0.07897907495498657 |
| concepts[9].wikidata | https://www.wikidata.org/wiki/Q7867 |
| concepts[9].display_name | Psychiatry |
| keywords[0].id | https://openalex.org/keywords/traumatic-brain-injury |
| keywords[0].score | 0.7406697869300842 |
| keywords[0].display_name | Traumatic brain injury |
| keywords[1].id | https://openalex.org/keywords/pneumonia |
| keywords[1].score | 0.6873275637626648 |
| keywords[1].display_name | Pneumonia |
| keywords[2].id | https://openalex.org/keywords/medicine |
| keywords[2].score | 0.5485237836837769 |
| keywords[2].display_name | Medicine |
| keywords[3].id | https://openalex.org/keywords/intensive-care-medicine |
| keywords[3].score | 0.44756004214286804 |
| keywords[3].display_name | Intensive care medicine |
| keywords[4].id | https://openalex.org/keywords/neuroimaging |
| keywords[4].score | 0.4138113856315613 |
| keywords[4].display_name | Neuroimaging |
| keywords[5].id | https://openalex.org/keywords/machine-learning |
| keywords[5].score | 0.3819181025028229 |
| keywords[5].display_name | Machine learning |
| keywords[6].id | https://openalex.org/keywords/artificial-intelligence |
| keywords[6].score | 0.37982937693595886 |
| keywords[6].display_name | Artificial intelligence |
| keywords[7].id | https://openalex.org/keywords/computer-science |
| keywords[7].score | 0.31009626388549805 |
| keywords[7].display_name | Computer science |
| keywords[8].id | https://openalex.org/keywords/internal-medicine |
| keywords[8].score | 0.19364869594573975 |
| keywords[8].display_name | Internal medicine |
| keywords[9].id | https://openalex.org/keywords/psychiatry |
| keywords[9].score | 0.07897907495498657 |
| keywords[9].display_name | Psychiatry |
| language | en |
| locations[0].id | doi:10.2147/idr.s473825 |
| locations[0].is_oa | True |
| locations[0].source.id | https://openalex.org/S2765028195 |
| locations[0].source.issn | 1178-6973 |
| locations[0].source.type | journal |
| locations[0].source.is_oa | True |
| locations[0].source.issn_l | 1178-6973 |
| locations[0].source.is_core | True |
| locations[0].source.is_in_doaj | True |
| locations[0].source.display_name | Infection and Drug Resistance |
| locations[0].source.host_organization | https://openalex.org/P4310320348 |
| locations[0].source.host_organization_name | Dove Medical Press |
| locations[0].source.host_organization_lineage | https://openalex.org/P4310320348 |
| locations[0].license | |
| locations[0].pdf_url | |
| locations[0].version | publishedVersion |
| locations[0].raw_type | journal-article |
| locations[0].license_id | |
| locations[0].is_accepted | True |
| locations[0].is_published | True |
| locations[0].raw_source_name | Infection and Drug Resistance |
| locations[0].landing_page_url | https://doi.org/10.2147/idr.s473825 |
| locations[1].id | pmid:39253609 |
| locations[1].is_oa | False |
| locations[1].source.id | https://openalex.org/S4306525036 |
| locations[1].source.issn | |
| locations[1].source.type | repository |
| locations[1].source.is_oa | False |
| locations[1].source.issn_l | |
| locations[1].source.is_core | False |
| locations[1].source.is_in_doaj | False |
| locations[1].source.display_name | PubMed |
| locations[1].source.host_organization | https://openalex.org/I1299303238 |
| locations[1].source.host_organization_name | National Institutes of Health |
| locations[1].source.host_organization_lineage | https://openalex.org/I1299303238 |
| locations[1].license | |
| locations[1].pdf_url | |
| locations[1].version | publishedVersion |
| locations[1].raw_type | |
| locations[1].license_id | |
| locations[1].is_accepted | True |
| locations[1].is_published | True |
| locations[1].raw_source_name | Infection and drug resistance |
| locations[1].landing_page_url | https://pubmed.ncbi.nlm.nih.gov/39253609 |
| locations[2].id | pmh:oai:pubmedcentral.nih.gov:11382661 |
| locations[2].is_oa | True |
| locations[2].source.id | https://openalex.org/S2764455111 |
| locations[2].source.issn | |
| locations[2].source.type | repository |
| locations[2].source.is_oa | False |
| locations[2].source.issn_l | |
| locations[2].source.is_core | False |
| locations[2].source.is_in_doaj | False |
| locations[2].source.display_name | PubMed Central |
| locations[2].source.host_organization | https://openalex.org/I1299303238 |
| locations[2].source.host_organization_name | National Institutes of Health |
| locations[2].source.host_organization_lineage | https://openalex.org/I1299303238 |
| locations[2].license | |
| locations[2].pdf_url | |
| locations[2].version | submittedVersion |
| locations[2].raw_type | Text |
| locations[2].license_id | |
| locations[2].is_accepted | False |
| locations[2].is_published | False |
| locations[2].raw_source_name | Infect Drug Resist |
| locations[2].landing_page_url | https://www.ncbi.nlm.nih.gov/pmc/articles/11382661 |
| indexed_in | crossref, doaj, pubmed |
| authorships[0].author.id | https://openalex.org/A5109776326 |
| authorships[0].author.orcid | https://orcid.org/0009-0008-2560-0017 |
| authorships[0].author.display_name | Shaojie Li |
| authorships[0].countries | CN |
| authorships[0].affiliations[0].institution_ids | https://openalex.org/I129708740, https://openalex.org/I4210134617 |
| authorships[0].affiliations[0].raw_affiliation_string | Department of Neurosurgery, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian, 362000, People's Republic of China. |
| authorships[0].institutions[0].id | https://openalex.org/I129708740 |
| authorships[0].institutions[0].ror | https://ror.org/050s6ns64 |
| authorships[0].institutions[0].type | education |
| authorships[0].institutions[0].lineage | https://openalex.org/I129708740 |
| authorships[0].institutions[0].country_code | CN |
| authorships[0].institutions[0].display_name | Fujian Medical University |
| authorships[0].institutions[1].id | https://openalex.org/I4210134617 |
| authorships[0].institutions[1].ror | https://ror.org/03wnxd135 |
| authorships[0].institutions[1].type | healthcare |
| authorships[0].institutions[1].lineage | https://openalex.org/I4210134617 |
| authorships[0].institutions[1].country_code | CN |
| authorships[0].institutions[1].display_name | Second Affiliated Hospital of Fujian Medical University |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | Shaojie Li |
| authorships[0].is_corresponding | False |
| authorships[0].raw_affiliation_strings | Department of Neurosurgery, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian, 362000, People's Republic of China. |
| authorships[1].author.id | https://openalex.org/A5011835182 |
| authorships[1].author.orcid | |
| authorships[1].author.display_name | Qiangqiang Feng |
| authorships[1].countries | CN |
| authorships[1].affiliations[0].institution_ids | https://openalex.org/I129708740, https://openalex.org/I4210134617 |
| authorships[1].affiliations[0].raw_affiliation_string | Department of Neurosurgery, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian, 362000, People's Republic of China. |
| authorships[1].institutions[0].id | https://openalex.org/I129708740 |
| authorships[1].institutions[0].ror | https://ror.org/050s6ns64 |
| authorships[1].institutions[0].type | education |
| authorships[1].institutions[0].lineage | https://openalex.org/I129708740 |
| authorships[1].institutions[0].country_code | CN |
| authorships[1].institutions[0].display_name | Fujian Medical University |
| authorships[1].institutions[1].id | https://openalex.org/I4210134617 |
| authorships[1].institutions[1].ror | https://ror.org/03wnxd135 |
| authorships[1].institutions[1].type | healthcare |
| authorships[1].institutions[1].lineage | https://openalex.org/I4210134617 |
| authorships[1].institutions[1].country_code | CN |
| authorships[1].institutions[1].display_name | Second Affiliated Hospital of Fujian Medical University |
| authorships[1].author_position | middle |
| authorships[1].raw_author_name | Qiangqiang Feng |
| authorships[1].is_corresponding | False |
| authorships[1].raw_affiliation_strings | Department of Neurosurgery, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian, 362000, People's Republic of China. |
| authorships[2].author.id | https://openalex.org/A5027360778 |
| authorships[2].author.orcid | https://orcid.org/0000-0002-3862-6557 |
| authorships[2].author.display_name | Jiayin Wang |
| authorships[2].countries | CN |
| authorships[2].affiliations[0].institution_ids | https://openalex.org/I129708740, https://openalex.org/I4210134617 |
| authorships[2].affiliations[0].raw_affiliation_string | Department of Neurosurgery, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian, 362000, People's Republic of China. |
| authorships[2].institutions[0].id | https://openalex.org/I129708740 |
| authorships[2].institutions[0].ror | https://ror.org/050s6ns64 |
| authorships[2].institutions[0].type | education |
| authorships[2].institutions[0].lineage | https://openalex.org/I129708740 |
| authorships[2].institutions[0].country_code | CN |
| authorships[2].institutions[0].display_name | Fujian Medical University |
| authorships[2].institutions[1].id | https://openalex.org/I4210134617 |
| authorships[2].institutions[1].ror | https://ror.org/03wnxd135 |
| authorships[2].institutions[1].type | healthcare |
| authorships[2].institutions[1].lineage | https://openalex.org/I4210134617 |
| authorships[2].institutions[1].country_code | CN |
| authorships[2].institutions[1].display_name | Second Affiliated Hospital of Fujian Medical University |
| authorships[2].author_position | middle |
| authorships[2].raw_author_name | Jiayin Wang |
| authorships[2].is_corresponding | False |
| authorships[2].raw_affiliation_strings | Department of Neurosurgery, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian, 362000, People's Republic of China. |
| authorships[3].author.id | https://openalex.org/A5111288921 |
| authorships[3].author.orcid | |
| authorships[3].author.display_name | Baofang Wu |
| authorships[3].countries | CN |
| authorships[3].affiliations[0].institution_ids | https://openalex.org/I129708740, https://openalex.org/I4210134617 |
| authorships[3].affiliations[0].raw_affiliation_string | Department of Neurosurgery, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian, 362000, People's Republic of China. |
| authorships[3].institutions[0].id | https://openalex.org/I129708740 |
| authorships[3].institutions[0].ror | https://ror.org/050s6ns64 |
| authorships[3].institutions[0].type | education |
| authorships[3].institutions[0].lineage | https://openalex.org/I129708740 |
| authorships[3].institutions[0].country_code | CN |
| authorships[3].institutions[0].display_name | Fujian Medical University |
| authorships[3].institutions[1].id | https://openalex.org/I4210134617 |
| authorships[3].institutions[1].ror | https://ror.org/03wnxd135 |
| authorships[3].institutions[1].type | healthcare |
| authorships[3].institutions[1].lineage | https://openalex.org/I4210134617 |
| authorships[3].institutions[1].country_code | CN |
| authorships[3].institutions[1].display_name | Second Affiliated Hospital of Fujian Medical University |
| authorships[3].author_position | middle |
| authorships[3].raw_author_name | Baofang Wu |
| authorships[3].is_corresponding | False |
| authorships[3].raw_affiliation_strings | Department of Neurosurgery, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian, 362000, People's Republic of China. |
| authorships[4].author.id | https://openalex.org/A5111288922 |
| authorships[4].author.orcid | |
| authorships[4].author.display_name | Weizhi Qiu |
| authorships[4].countries | CN |
| authorships[4].affiliations[0].institution_ids | https://openalex.org/I129708740, https://openalex.org/I4210134617 |
| authorships[4].affiliations[0].raw_affiliation_string | Department of Neurosurgery, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian, 362000, People's Republic of China. |
| authorships[4].institutions[0].id | https://openalex.org/I129708740 |
| authorships[4].institutions[0].ror | https://ror.org/050s6ns64 |
| authorships[4].institutions[0].type | education |
| authorships[4].institutions[0].lineage | https://openalex.org/I129708740 |
| authorships[4].institutions[0].country_code | CN |
| authorships[4].institutions[0].display_name | Fujian Medical University |
| authorships[4].institutions[1].id | https://openalex.org/I4210134617 |
| authorships[4].institutions[1].ror | https://ror.org/03wnxd135 |
| authorships[4].institutions[1].type | healthcare |
| authorships[4].institutions[1].lineage | https://openalex.org/I4210134617 |
| authorships[4].institutions[1].country_code | CN |
| authorships[4].institutions[1].display_name | Second Affiliated Hospital of Fujian Medical University |
| authorships[4].author_position | middle |
| authorships[4].raw_author_name | Weizhi Qiu |
| authorships[4].is_corresponding | False |
| authorships[4].raw_affiliation_strings | Department of Neurosurgery, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian, 362000, People's Republic of China. |
| authorships[5].author.id | https://openalex.org/A5051525763 |
| authorships[5].author.orcid | https://orcid.org/0000-0001-9482-5289 |
| authorships[5].author.display_name | Yiming Zhuang |
| authorships[5].countries | CN |
| authorships[5].affiliations[0].institution_ids | https://openalex.org/I169019527 |
| authorships[5].affiliations[0].raw_affiliation_string | Internal Medicine, Quanzhou Quangang District Hillside Street Community Health Service Center, Quanzhou, Fujian, 362000, People's Republic of China. |
| authorships[5].institutions[0].id | https://openalex.org/I169019527 |
| authorships[5].institutions[0].ror | https://ror.org/006ak0b38 |
| authorships[5].institutions[0].type | education |
| authorships[5].institutions[0].lineage | https://openalex.org/I169019527 |
| authorships[5].institutions[0].country_code | CN |
| authorships[5].institutions[0].display_name | Quanzhou Normal University |
| authorships[5].author_position | middle |
| authorships[5].raw_author_name | Yiming Zhuang |
| authorships[5].is_corresponding | False |
| authorships[5].raw_affiliation_strings | Internal Medicine, Quanzhou Quangang District Hillside Street Community Health Service Center, Quanzhou, Fujian, 362000, People's Republic of China. |
| authorships[6].author.id | https://openalex.org/A5100424373 |
| authorships[6].author.orcid | https://orcid.org/0000-0001-8511-0097 |
| authorships[6].author.display_name | Yong Wang |
| authorships[6].affiliations[0].raw_affiliation_string | Child and Adolescent Psychiatry, The Third Hospital of Quanzhou, Quanzhou, Fujian, 362000, People's Republic of China. |
| authorships[6].author_position | middle |
| authorships[6].raw_author_name | Yong Wang |
| authorships[6].is_corresponding | False |
| authorships[6].raw_affiliation_strings | Child and Adolescent Psychiatry, The Third Hospital of Quanzhou, Quanzhou, Fujian, 362000, People's Republic of China. |
| authorships[7].author.id | https://openalex.org/A5051617474 |
| authorships[7].author.orcid | https://orcid.org/0000-0002-5821-2407 |
| authorships[7].author.display_name | Hongzhi Gao |
| authorships[7].countries | CN |
| authorships[7].affiliations[0].institution_ids | https://openalex.org/I129708740, https://openalex.org/I4210134617 |
| authorships[7].affiliations[0].raw_affiliation_string | Department of Neurosurgery, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian, 362000, People's Republic of China. |
| authorships[7].institutions[0].id | https://openalex.org/I129708740 |
| authorships[7].institutions[0].ror | https://ror.org/050s6ns64 |
| authorships[7].institutions[0].type | education |
| authorships[7].institutions[0].lineage | https://openalex.org/I129708740 |
| authorships[7].institutions[0].country_code | CN |
| authorships[7].institutions[0].display_name | Fujian Medical University |
| authorships[7].institutions[1].id | https://openalex.org/I4210134617 |
| authorships[7].institutions[1].ror | https://ror.org/03wnxd135 |
| authorships[7].institutions[1].type | healthcare |
| authorships[7].institutions[1].lineage | https://openalex.org/I4210134617 |
| authorships[7].institutions[1].country_code | CN |
| authorships[7].institutions[1].display_name | Second Affiliated Hospital of Fujian Medical University |
| authorships[7].author_position | last |
| authorships[7].raw_author_name | Hongzhi Gao |
| authorships[7].is_corresponding | False |
| authorships[7].raw_affiliation_strings | Department of Neurosurgery, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian, 362000, People's Republic of China. |
| has_content.pdf | False |
| has_content.grobid_xml | False |
| is_paratext | False |
| open_access.is_oa | True |
| open_access.oa_url | https://doi.org/10.2147/idr.s473825 |
| open_access.oa_status | gold |
| open_access.any_repository_has_fulltext | False |
| created_date | 2025-10-10T00:00:00 |
| display_name | A Machine Learning Model Based on CT Imaging Metrics and Clinical Features to Predict the Risk of Hospital-Acquired Pneumonia After Traumatic Brain Injury |
| has_fulltext | False |
| is_retracted | False |
| updated_date | 2025-11-06T03:46:38.306776 |
| primary_topic.id | https://openalex.org/T10218 |
| primary_topic.field.id | https://openalex.org/fields/27 |
| primary_topic.field.display_name | Medicine |
| primary_topic.score | 0.9921000003814697 |
| primary_topic.domain.id | https://openalex.org/domains/4 |
| primary_topic.domain.display_name | Health Sciences |
| primary_topic.subfield.id | https://openalex.org/subfields/2713 |
| primary_topic.subfield.display_name | Epidemiology |
| primary_topic.display_name | Sepsis Diagnosis and Treatment |
| related_works | https://openalex.org/W2327340211, https://openalex.org/W2326314491, https://openalex.org/W2027542625, https://openalex.org/W4292199793, https://openalex.org/W4232204633, https://openalex.org/W2282195379, https://openalex.org/W2089784006, https://openalex.org/W30958985, https://openalex.org/W2093022913, https://openalex.org/W2339489468 |
| cited_by_count | 6 |
| counts_by_year[0].year | 2025 |
| counts_by_year[0].cited_by_count | 5 |
| counts_by_year[1].year | 2024 |
| counts_by_year[1].cited_by_count | 1 |
| locations_count | 3 |
| best_oa_location.id | doi:10.2147/idr.s473825 |
| best_oa_location.is_oa | True |
| best_oa_location.source.id | https://openalex.org/S2765028195 |
| best_oa_location.source.issn | 1178-6973 |
| best_oa_location.source.type | journal |
| best_oa_location.source.is_oa | True |
| best_oa_location.source.issn_l | 1178-6973 |
| best_oa_location.source.is_core | True |
| best_oa_location.source.is_in_doaj | True |
| best_oa_location.source.display_name | Infection and Drug Resistance |
| best_oa_location.source.host_organization | https://openalex.org/P4310320348 |
| best_oa_location.source.host_organization_name | Dove Medical Press |
| best_oa_location.source.host_organization_lineage | https://openalex.org/P4310320348 |
| best_oa_location.license | |
| best_oa_location.pdf_url | |
| best_oa_location.version | publishedVersion |
| best_oa_location.raw_type | journal-article |
| best_oa_location.license_id | |
| best_oa_location.is_accepted | True |
| best_oa_location.is_published | True |
| best_oa_location.raw_source_name | Infection and Drug Resistance |
| best_oa_location.landing_page_url | https://doi.org/10.2147/idr.s473825 |
| primary_location.id | doi:10.2147/idr.s473825 |
| primary_location.is_oa | True |
| primary_location.source.id | https://openalex.org/S2765028195 |
| primary_location.source.issn | 1178-6973 |
| primary_location.source.type | journal |
| primary_location.source.is_oa | True |
| primary_location.source.issn_l | 1178-6973 |
| primary_location.source.is_core | True |
| primary_location.source.is_in_doaj | True |
| primary_location.source.display_name | Infection and Drug Resistance |
| primary_location.source.host_organization | https://openalex.org/P4310320348 |
| primary_location.source.host_organization_name | Dove Medical Press |
| primary_location.source.host_organization_lineage | https://openalex.org/P4310320348 |
| primary_location.license | |
| primary_location.pdf_url | |
| primary_location.version | publishedVersion |
| primary_location.raw_type | journal-article |
| primary_location.license_id | |
| primary_location.is_accepted | True |
| primary_location.is_published | True |
| primary_location.raw_source_name | Infection and Drug Resistance |
| primary_location.landing_page_url | https://doi.org/10.2147/idr.s473825 |
| publication_date | 2024-09-01 |
| publication_year | 2024 |
| referenced_works | https://openalex.org/W3021747983, https://openalex.org/W3036203198, https://openalex.org/W2469143669, https://openalex.org/W3191999278, https://openalex.org/W1975998676, https://openalex.org/W2966476674, https://openalex.org/W2961597175, https://openalex.org/W2885992274, https://openalex.org/W2473016454, https://openalex.org/W4280652908, https://openalex.org/W2477525885, https://openalex.org/W2063814471, https://openalex.org/W1987643886, https://openalex.org/W2793607218, https://openalex.org/W2904179689, https://openalex.org/W4327892731, https://openalex.org/W2315662306, https://openalex.org/W2980442387, https://openalex.org/W4387426535, https://openalex.org/W4320490550, https://openalex.org/W4386615897, https://openalex.org/W4385550764, https://openalex.org/W4384558871, https://openalex.org/W2751007956, https://openalex.org/W3025670723, https://openalex.org/W4387077051, https://openalex.org/W3006843320, https://openalex.org/W4281257972, https://openalex.org/W2096099193, https://openalex.org/W4392905815, https://openalex.org/W4280514545, https://openalex.org/W4387968572, https://openalex.org/W2983771681, https://openalex.org/W4281757579, https://openalex.org/W2997700604, https://openalex.org/W3006920632, https://openalex.org/W3094442738, https://openalex.org/W4223586996, https://openalex.org/W4226441836 |
| referenced_works_count | 39 |
| abstract_inverted_index.a | 5, 22 |
| abstract_inverted_index.ML | 7 |
| abstract_inverted_index.We | 0 |
| abstract_inverted_index.by | 33 |
| abstract_inverted_index.in | 15, 35 |
| abstract_inverted_index.of | 13 |
| abstract_inverted_index.to | 9 |
| abstract_inverted_index.HAP | 14 |
| abstract_inverted_index.TBI | 16 |
| abstract_inverted_index.The | 18 |
| abstract_inverted_index.and | 3, 38 |
| abstract_inverted_index.for | 25 |
| abstract_inverted_index.the | 11 |
| abstract_inverted_index.risk | 12, 27 |
| abstract_inverted_index.tool | 24 |
| abstract_inverted_index.early | 36 |
| abstract_inverted_index.aiding | 34 |
| abstract_inverted_index.assess | 10 |
| abstract_inverted_index.dynamic | 19 |
| abstract_inverted_index.patient | 40 |
| abstract_inverted_index.clinical | 31 |
| abstract_inverted_index.nomogram | 20 |
| abstract_inverted_index.outcomes | 32 |
| abstract_inverted_index.provides | 21 |
| abstract_inverted_index.algorithm | 8 |
| abstract_inverted_index.developed | 2 |
| abstract_inverted_index.improving | 30 |
| abstract_inverted_index.patients. | 17 |
| abstract_inverted_index.practical | 23 |
| abstract_inverted_index.real-time | 26 |
| abstract_inverted_index.validated | 4 |
| abstract_inverted_index.assessment, | 28 |
| abstract_inverted_index.management. | 41 |
| abstract_inverted_index.potentially | 29 |
| abstract_inverted_index.intervention | 37 |
| abstract_inverted_index.personalized | 39 |
| abstract_inverted_index.successfully | 1 |
| abstract_inverted_index.high-performance | 6 |
| cited_by_percentile_year.max | 99 |
| cited_by_percentile_year.min | 90 |
| countries_distinct_count | 1 |
| institutions_distinct_count | 8 |
| sustainable_development_goals[0].id | https://metadata.un.org/sdg/3 |
| sustainable_development_goals[0].score | 0.7900000214576721 |
| sustainable_development_goals[0].display_name | Good health and well-being |
| citation_normalized_percentile.value | 0.92704441 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | True |