A Comprehensive Benchmark of Machine Learning Methods for Blood Glucose Prediction in Type 1 Diabetes: A Multi-Dataset Evaluation.

Saved in:
Bibliographic Details
Title: A Comprehensive Benchmark of Machine Learning Methods for Blood Glucose Prediction in Type 1 Diabetes: A Multi-Dataset Evaluation.
Authors: Kolev, Mikhail1,2, Naskinova, Irina1,2, Milev, Mariyan1,3, Stoilova, Stanislava1, Nikolova, Iveta1,2
Source: Applied Sciences (2076-3417); Apr2026, Vol. 16 Issue 8, p3928, 21p
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: 193440700
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: A Comprehensive Benchmark of Machine Learning Methods for Blood Glucose Prediction in Type 1 Diabetes: A Multi-Dataset Evaluation.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Kolev%2C+Mikhail%22">Kolev, Mikhail</searchLink><relatesTo>1,2</relatesTo><br /><searchLink fieldCode="AU" term="%22Naskinova%2C+Irina%22">Naskinova, Irina</searchLink><relatesTo>1,2</relatesTo><br /><searchLink fieldCode="AU" term="%22Milev%2C+Mariyan%22">Milev, Mariyan</searchLink><relatesTo>1,3</relatesTo><br /><searchLink fieldCode="AU" term="%22Stoilova%2C+Stanislava%22">Stoilova, Stanislava</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Nikolova%2C+Iveta%22">Nikolova, Iveta</searchLink><relatesTo>1,2</relatesTo>
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22Applied+Sciences+%282076-3417%29%22">Applied Sciences (2076-3417)</searchLink>; Apr2026, Vol. 16 Issue 8, p3928, 21p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=193440700
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.3390/app16083928
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 21
        StartPage: 3928
    Titles:
      – TitleFull: A Comprehensive Benchmark of Machine Learning Methods for Blood Glucose Prediction in Type 1 Diabetes: A Multi-Dataset Evaluation.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Kolev, Mikhail
      – PersonEntity:
          Name:
            NameFull: Naskinova, Irina
      – PersonEntity:
          Name:
            NameFull: Milev, Mariyan
      – PersonEntity:
          Name:
            NameFull: Stoilova, Stanislava
      – PersonEntity:
          Name:
            NameFull: Nikolova, Iveta
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 15
              M: 04
              Text: Apr2026
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-print
              Value: 20763417
          Numbering:
            – Type: volume
              Value: 16
            – Type: issue
              Value: 8
          Titles:
            – TitleFull: Applied Sciences (2076-3417)
              Type: main
ResultId 1