Few-Shot Lung Cancer Classification via Electronic Nose Using Large Language Models: A Multicentre Prospective Study.

Saved in:
Bibliographic Details
Title: Few-Shot Lung Cancer Classification via Electronic Nose Using Large Language Models: A Multicentre Prospective Study.
Authors: Lee MR; Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan.; Department of Internal Medicine, National Taiwan University Hospital Hsin-Chu Branch, Hsinchu, Taiwan., Huang CC; Department of Electrical Engineering, National Tsing Hua University, Hsinchu, Taiwan., Sun JY; International Bilingual School at Hsinchu-Science-Park, Hsinchu, Taiwan., Lin CR; Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan.; Department of Internal Medicine, Min-Sheng General Hospital, Taoyuan, Taiwan., Lin WY; Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan., Chi NH; Department of Nursing, National Taiwan University Hospital, Taipei, Taiwan., Tang KT; Department of Electrical Engineering, National Tsing Hua University, Hsinchu, Taiwan., Wang JY; Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan., Ho CC; Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan., Shih JY; Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan., Yu CJ; Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan.
Source: Respirology (Carlton, Vic.) [Respirology] 2026 May 21. Date of Electronic Publication: 2026 May 21.
Publication Type: Journal Article
Journal Info: Publisher: Blackwell Science Country of Publication: Australia NLM ID: 9616368 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1440-1843 (Electronic) Linking ISSN: 13237799 NLM ISO Abbreviation: Respirology Subsets: MEDLINE
Database: MEDLINE Ultimate
FullText Text:
  Availability: 0
Header DbId: mdl
DbLabel: MEDLINE Ultimate
An: 42167356
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Few-Shot Lung Cancer Classification via Electronic Nose Using Large Language Models: A Multicentre Prospective Study.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Lee+MR%22">Lee MR</searchLink>; Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan.; Department of Internal Medicine, National Taiwan University Hospital Hsin-Chu Branch, Hsinchu, Taiwan.<br /><searchLink fieldCode="AU" term="%22Huang+CC%22">Huang CC</searchLink>; Department of Electrical Engineering, National Tsing Hua University, Hsinchu, Taiwan.<br /><searchLink fieldCode="AU" term="%22Sun+JY%22">Sun JY</searchLink>; International Bilingual School at Hsinchu-Science-Park, Hsinchu, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lin+CR%22">Lin CR</searchLink>; Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan.; Department of Internal Medicine, Min-Sheng General Hospital, Taoyuan, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lin+WY%22">Lin WY</searchLink>; Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chi+NH%22">Chi NH</searchLink>; Department of Nursing, National Taiwan University Hospital, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Tang+KT%22">Tang KT</searchLink>; Department of Electrical Engineering, National Tsing Hua University, Hsinchu, Taiwan.<br /><searchLink fieldCode="AU" term="%22Wang+JY%22">Wang JY</searchLink>; Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Ho+CC%22">Ho CC</searchLink>; Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Shih+JY%22">Shih JY</searchLink>; Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Yu+CJ%22">Yu CJ</searchLink>; Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan.
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%229616368%22">Respirology (Carlton, Vic.)</searchLink> [Respirology] 2026 May 21. <i>Date of Electronic Publication: </i>2026 May 21.
– Name: TypePub
  Label: Publication Type
  Group: TypPub
  Data: Journal Article
– Name: TitleSource
  Label: Journal Info
  Group: Src
  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Blackwell+Science%22">Blackwell Science </searchLink><i>Country of Publication: </i>Australia <i>NLM ID: </i>9616368 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1440-1843 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2213237799%22">13237799 </searchLink><i>NLM ISO Abbreviation: </i>Respirology <i>Subsets: </i>MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42167356
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1002/resp.70266
    Languages:
      – Code: eng
        Text: English
    Titles:
      – TitleFull: Few-Shot Lung Cancer Classification via Electronic Nose Using Large Language Models: A Multicentre Prospective Study.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Lee MR
      – PersonEntity:
          Name:
            NameFull: Huang CC
      – PersonEntity:
          Name:
            NameFull: Sun JY
      – PersonEntity:
          Name:
            NameFull: Lin CR
      – PersonEntity:
          Name:
            NameFull: Lin WY
      – PersonEntity:
          Name:
            NameFull: Chi NH
      – PersonEntity:
          Name:
            NameFull: Tang KT
      – PersonEntity:
          Name:
            NameFull: Wang JY
      – PersonEntity:
          Name:
            NameFull: Ho CC
      – PersonEntity:
          Name:
            NameFull: Shih JY
      – PersonEntity:
          Name:
            NameFull: Yu CJ
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 21
              M: 05
              Text: 2026 May 21
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-electronic
              Value: 1440-1843
          Titles:
            – TitleFull: Respirology (Carlton, Vic.)
              Type: main
ResultId 1