A Critical Appraisal of Data Augmentation Methods for Imaging-Based Medical Diagnosis Applications. Pattilachan, T. M., Demir, U., Keles, E., Jha, D., Klatte, D. C. F., Engels, M., Hoogenboom, S., Bolan, C. W., Wallace, M. B., & Bagci, U. CoRR, 2023. Paper doi bibtex @article{DBLP:journals/corr/abs-2301-02181,
author = {Tara M. Pattilachan and
Ugur Demir and
Elif Keles and
Debesh Jha and
Derk C. F. Klatte and
Megan Engels and
Sanne Hoogenboom and
Candice W. Bolan and
Michael B. Wallace and
Ulas Bagci},
title = {A Critical Appraisal of Data Augmentation Methods for Imaging-Based
Medical Diagnosis Applications},
journal = {CoRR},
volume = {abs/2301.02181},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.02181},
doi = {10.48550/ARXIV.2301.02181},
eprinttype = {arXiv},
eprint = {2301.02181},
timestamp = {Wed, 26 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-02181.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
Downloads: 0
{"_id":"zE4uny4fHmWYPR8Tg","bibbaseid":"pattilachan-demir-keles-jha-klatte-engels-hoogenboom-bolan-etal-acriticalappraisalofdataaugmentationmethodsforimagingbasedmedicaldiagnosisapplications-2023","author_short":["Pattilachan, T. M.","Demir, U.","Keles, E.","Jha, D.","Klatte, D. C. F.","Engels, M.","Hoogenboom, S.","Bolan, C. W.","Wallace, M. B.","Bagci, U."],"bibdata":{"bibtype":"article","type":"article","author":[{"firstnames":["Tara","M."],"propositions":[],"lastnames":["Pattilachan"],"suffixes":[]},{"firstnames":["Ugur"],"propositions":[],"lastnames":["Demir"],"suffixes":[]},{"firstnames":["Elif"],"propositions":[],"lastnames":["Keles"],"suffixes":[]},{"firstnames":["Debesh"],"propositions":[],"lastnames":["Jha"],"suffixes":[]},{"firstnames":["Derk","C.","F."],"propositions":[],"lastnames":["Klatte"],"suffixes":[]},{"firstnames":["Megan"],"propositions":[],"lastnames":["Engels"],"suffixes":[]},{"firstnames":["Sanne"],"propositions":[],"lastnames":["Hoogenboom"],"suffixes":[]},{"firstnames":["Candice","W."],"propositions":[],"lastnames":["Bolan"],"suffixes":[]},{"firstnames":["Michael","B."],"propositions":[],"lastnames":["Wallace"],"suffixes":[]},{"firstnames":["Ulas"],"propositions":[],"lastnames":["Bagci"],"suffixes":[]}],"title":"A Critical Appraisal of Data Augmentation Methods for Imaging-Based Medical Diagnosis Applications","journal":"CoRR","volume":"abs/2301.02181","year":"2023","url":"https://doi.org/10.48550/arXiv.2301.02181","doi":"10.48550/ARXIV.2301.02181","eprinttype":"arXiv","eprint":"2301.02181","timestamp":"Wed, 26 Jun 2024 01:00:00 +0200","biburl":"https://dblp.org/rec/journals/corr/abs-2301-02181.bib","bibsource":"dblp computer science bibliography, https://dblp.org","bibtex":"@article{DBLP:journals/corr/abs-2301-02181,\n author = {Tara M. Pattilachan and\n Ugur Demir and\n Elif Keles and\n Debesh Jha and\n Derk C. F. Klatte and\n Megan Engels and\n Sanne Hoogenboom and\n Candice W. Bolan and\n Michael B. Wallace and\n Ulas Bagci},\n title = {A Critical Appraisal of Data Augmentation Methods for Imaging-Based\n Medical Diagnosis Applications},\n journal = {CoRR},\n volume = {abs/2301.02181},\n year = {2023},\n url = {https://doi.org/10.48550/arXiv.2301.02181},\n doi = {10.48550/ARXIV.2301.02181},\n eprinttype = {arXiv},\n eprint = {2301.02181},\n timestamp = {Wed, 26 Jun 2024 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/corr/abs-2301-02181.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n","author_short":["Pattilachan, T. M.","Demir, U.","Keles, E.","Jha, D.","Klatte, D. C. F.","Engels, M.","Hoogenboom, S.","Bolan, C. W.","Wallace, M. B.","Bagci, U."],"key":"DBLP:journals/corr/abs-2301-02181","id":"DBLP:journals/corr/abs-2301-02181","bibbaseid":"pattilachan-demir-keles-jha-klatte-engels-hoogenboom-bolan-etal-acriticalappraisalofdataaugmentationmethodsforimagingbasedmedicaldiagnosisapplications-2023","role":"author","urls":{"Paper":"https://doi.org/10.48550/arXiv.2301.02181"},"metadata":{"authorlinks":{}}},"bibtype":"article","biburl":"http://dblp.org/pers/tb2/b/Bagci:Ulas","dataSources":["yGTvE6gpRZxrrNnsS"],"keywords":[],"search_terms":["critical","appraisal","data","augmentation","methods","imaging","based","medical","diagnosis","applications","pattilachan","demir","keles","jha","klatte","engels","hoogenboom","bolan","wallace","bagci"],"title":"A Critical Appraisal of Data Augmentation Methods for Imaging-Based Medical Diagnosis Applications","year":2023}