Automatic Detection of Pediatric Craniofacial Fractures in Computed Tomography Using a 2.5D Deep Learning Model and Grad-CAM.

Saved in:
Bibliographic Details
Title: Automatic Detection of Pediatric Craniofacial Fractures in Computed Tomography Using a 2.5D Deep Learning Model and Grad-CAM.
Authors: Ignac, Bartosz1, Walusiak, Łukasz1,2, lukasz.walusiak@akademiaslaska.pl, Sitek-Ignac, Natalia2,3, Orzechowska-Wylęgała, Bogusława1,2, Wróbel, Zygmunt2,3
Source: Applied Sciences (2076-3417); Jan2026, Vol. 16 Issue 1, p147, 16p
Database: Applied Science & Technology Source
Full text is not displayed to guests.
FullText Links:
  – Type: pdflink
Text:
  Availability: 1
Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 190819468
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Automatic Detection of Pediatric Craniofacial Fractures in Computed Tomography Using a 2.5D Deep Learning Model and Grad-CAM.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Ignac%2C+Bartosz%22">Ignac, Bartosz</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Walusiak%2C+Łukasz%22">Walusiak, Łukasz</searchLink><relatesTo>1,2</relatesTo>, <i>lukasz.walusiak@akademiaslaska.pl</i><br /><searchLink fieldCode="AU" term="%22Sitek-Ignac%2C+Natalia%22">Sitek-Ignac, Natalia</searchLink><relatesTo>2,3</relatesTo><br /><searchLink fieldCode="AU" term="%22Orzechowska-Wylęgała%2C+Bogusława%22">Orzechowska-Wylęgała, Bogusława</searchLink><relatesTo>1,2</relatesTo><br /><searchLink fieldCode="AU" term="%22Wróbel%2C+Zygmunt%22">Wróbel, Zygmunt</searchLink><relatesTo>2,3</relatesTo>
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22Applied+Sciences+%282076-3417%29%22">Applied Sciences (2076-3417)</searchLink>; Jan2026, Vol. 16 Issue 1, p147, 16p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=190819468
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.3390/app16010147
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 16
        StartPage: 147
    Titles:
      – TitleFull: Automatic Detection of Pediatric Craniofacial Fractures in Computed Tomography Using a 2.5D Deep Learning Model and Grad-CAM.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Ignac, Bartosz
      – PersonEntity:
          Name:
            NameFull: Walusiak, Łukasz
      – PersonEntity:
          Name:
            NameFull: Sitek-Ignac, Natalia
      – PersonEntity:
          Name:
            NameFull: Orzechowska-Wylęgała, Bogusława
      – PersonEntity:
          Name:
            NameFull: Wróbel, Zygmunt
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 01
              Text: Jan2026
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-print
              Value: 20763417
          Numbering:
            – Type: volume
              Value: 16
            – Type: issue
              Value: 1
          Titles:
            – TitleFull: Applied Sciences (2076-3417)
              Type: main
ResultId 1