Improving diagnosis and prognosis of lung cancer using vision transformers: a scoping review.
Journal Information
Full Title: BMC Med Imaging
Abbreviation: BMC Med Imaging
Country: Unknown
Publisher: Unknown
Language: N/A
Publication Details
Subject Category: Diagnostic Imaging
Available in Europe PMC: Yes
Available in PMC: Yes
PDF Available: No
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"table 4 datasets used in the included studies dataset name url used by lc25000 https://github com/tampapath/lung_colon_image_set [ ] national lung screening trial (nlst) https://www cancer gov/types/lung/research/nlst [ ] non-small cell lung cancer (nsclc) https://www cancer gov/about-nci/organization/ccg/research/structural-genomics/tcga/studied-cancers/lung-adenocarcinoma [ ] lung squamous cell carcinoma (tcga-lusc) https://wiki cancerimagingarchive net/pages/viewpage action?; pageid=1966254 [ - ] [ ] luna16 https://luna16 grand-challenge org/data/ [ ] tianchi lung nodule detection dataset https://tianchi aliyun com/competition/entrance/231601/introduction [ ] cbioportal https://www cbioportal org/ [ ] medical segmentation decathlon http://medicaldecathlon com/ [ ] lung1 https://wiki cancerimagingarchive net/display/public/nsclc-radiomics [ ] lungx https://wiki cancerimagingarchive net/display/public/spie-aapm+lung+ct+challenge [ ] nsclc radiogenomics https://wiki cancerimagingarchive net/display/public/nsclc+radiogenomics [ ] nlstt (derived from nlst) https://github com/liaw05/stmixer [ ] shanghai pulmonary hospital private [ ] huadong hospital dataset private [ ] west china hospital of sichuan university private [ ] shanxi provincial people's hospital private [ ] chcams private [ ] the most commonly used evaluation metrics in the included studies were accuracy and area under the roc curve (auc) each reported in 16 studies."
"table 4 datasets used in the included studies dataset name url used by lc25000 https://github com/tampapath/lung_colon_image_set [ ] national lung screening trial (nlst) https://www cancer gov/types/lung/research/nlst [ ] non-small cell lung cancer (nsclc) https://www cancer gov/about-nci/organization/ccg/research/structural-genomics/tcga/studied-cancers/lung-adenocarcinoma [ ] lung squamous cell carcinoma (tcga-lusc) https://wiki cancerimagingarchive net/pages/viewpage action?; pageid=1966254 [ - ] [ ] luna16 https://luna16 grand-challenge org/data/ [ ] tianchi lung nodule detection dataset https://tianchi aliyun com/competition/entrance/231601/introduction [ ] cbioportal https://www cbioportal org/ [ ] medical segmentation decathlon http://medicaldecathlon com/ [ ] lung1 https://wiki cancerimagingarchive net/display/public/nsclc-radiomics [ ] lungx https://wiki cancerimagingarchive net/display/public/spie-aapm+lung+ct+challenge [ ] nsclc radiogenomics https://wiki cancerimagingarchive net/display/public/nsclc+radiogenomics [ ] nlstt (derived from nlst) https://github com/liaw05/stmixer [ ] shanghai pulmonary hospital private [ ] huadong hospital dataset private [ ] west china hospital of sichuan university private [ ] shanxi provincial people's hospital private [ ] chcams private [ ] the most commonly used evaluation metrics in the included studies were accuracy and area under the roc curve (auc) each reported in 16 studies.; in the included studies only nine studies [ - ] provided a github link for the implementation code."
"Declarations Ethics approval and consent to participateNot applicable. Consent for publicationNot applicable. Competing interestsThe authors declare no competing interests. Competing interests The authors declare no competing interests."
"Funding Open Access funding provided by Qatar National Library."
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