Abstract:
:Skin cancer is the most prevalent cancer, and its assessment remains a challenge for physicians. This study reports the application of an optical sensing method, elastic scattering spectroscopy (ESS), coupled with a classifier that was developed with machine learning, to assist in the discrimination of skin lesions that are concerning for malignancy. The method requires no special skin preparation, is non-invasive, easy to administer with minimal training, and allows rapid lesion classification. This novel approach was tested for all common forms of skin cancer. ESS spectra from a total of 1307 lesions were analyzed in a multi-center, non-randomized clinical trial. The classification algorithm was developed on a 950-lesion training dataset, and its diagnostic performance was evaluated against a 357-lesion testing dataset that was independent of the training dataset. The observed sensitivity was 100% (14/14) for melanoma and 94% (105/112) for non-melanoma skin cancer. The overall observed specificity was 36% (84/231). ESS has potential, as an adjunctive assessment tool, to assist physicians to differentiate between common benign and malignant skin lesions.
journal_name
Photochem Photobioljournal_title
Photochemistry and photobiologyauthors
Rodriguez-Diaz E,Manolakos D,Christman H,Bonning MA,Geisse JK,A'Amar OM,Leffell DJ,Bigio IJdoi
10.1111/php.13140subject
Has Abstractpub_date
2019-11-01 00:00:00pages
1441-1445issue
6eissn
0031-8655issn
1751-1097journal_volume
95pub_type
杂志文章abstract::Bacteriochlorophyll (BChl) e was coassembled with BChl c in Triton X-100 micelles in aqueous solutions. The Qy absorption bands of the coaggregates were positioned between those of aggregates consisting solely of BChl c or e. The electronic absorption spectra of the coaggregates could not be reproduced by linear combi...
journal_title:Photochemistry and photobiology
pub_type: 杂志文章
doi:10.1111/php.12219
更新日期:2014-05-01 00:00:00
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journal_title:Photochemistry and photobiology
pub_type: 杂志文章
doi:10.1111/j.1751-1097.2009.00628.x
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journal_title:Photochemistry and photobiology
pub_type: 杂志文章
doi:10.1562/2005-08-08-RA-641
更新日期:2006-05-01 00:00:00
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journal_title:Photochemistry and photobiology
pub_type: 杂志文章
doi:10.1111/j.1751-1097.2010.00782.x
更新日期:2010-09-01 00:00:00
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journal_title:Photochemistry and photobiology
pub_type: 杂志文章
doi:10.1111/php.13390
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journal_title:Photochemistry and photobiology
pub_type: 杂志文章,评审
doi:10.1111/php.12716
更新日期:2017-07-01 00:00:00
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journal_title:Photochemistry and photobiology
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journal_title:Photochemistry and photobiology
pub_type: 杂志文章
doi:10.1111/php.12881
更新日期:2018-09-01 00:00:00
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journal_title:Photochemistry and photobiology
pub_type: 杂志文章
doi:
更新日期:1999-09-01 00:00:00
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journal_title:Photochemistry and photobiology
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更新日期:1996-05-01 00:00:00
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journal_title:Photochemistry and photobiology
pub_type: 杂志文章
doi:10.1111/php.12838
更新日期:2018-03-01 00:00:00
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journal_title:Photochemistry and photobiology
pub_type: 杂志文章
doi:10.1111/php.12230
更新日期:2014-05-01 00:00:00
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journal_title:Photochemistry and photobiology
pub_type: 杂志文章
doi:10.1111/j.1751-1097.1994.tb05052.x
更新日期:1994-03-01 00:00:00
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journal_title:Photochemistry and photobiology
pub_type: 杂志文章
doi:10.1111/j.1751-1097.1992.tb08510.x
更新日期:1992-05-01 00:00:00
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journal_title:Photochemistry and photobiology
pub_type: 杂志文章
doi:10.1111/j.1751-1097.1990.tb01733.x
更新日期:1990-04-01 00:00:00
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journal_title:Photochemistry and photobiology
pub_type: 杂志文章
doi:10.1111/j.1751-1097.2012.01236.x
更新日期:2013-03-01 00:00:00
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journal_title:Photochemistry and photobiology
pub_type: 杂志文章
doi:10.1111/j.1751-1097.2011.01034.x
更新日期:2012-01-01 00:00:00
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journal_title:Photochemistry and photobiology
pub_type: 杂志文章,评审
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更新日期:2019-01-01 00:00:00
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journal_title:Photochemistry and photobiology
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doi:10.1562/2005-10-02-IR-708
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journal_title:Photochemistry and photobiology
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更新日期:2002-09-01 00:00:00
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journal_title:Photochemistry and photobiology
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更新日期:1998-06-01 00:00:00
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journal_title:Photochemistry and photobiology
pub_type: 杂志文章
doi:10.1111/j.1751-1097.2009.00686.x
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journal_title:Photochemistry and photobiology
pub_type: 杂志文章,评审
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更新日期:1991-06-01 00:00:00
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journal_title:Photochemistry and photobiology
pub_type: 杂志文章
doi:10.1111/j.1751-1097.1992.tb09598.x
更新日期:1992-07-01 00:00:00
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journal_title:Photochemistry and photobiology
pub_type: 杂志文章
doi:10.1562/2005-03-07-RA-455
更新日期:2005-09-01 00:00:00
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journal_title:Photochemistry and photobiology
pub_type: 杂志文章
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更新日期:1992-01-01 00:00:00
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journal_title:Photochemistry and photobiology
pub_type: 杂志文章
doi:10.1111/j.1751-1097.1996.tb02460.x
更新日期:1996-08-01 00:00:00
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journal_title:Photochemistry and photobiology
pub_type: 杂志文章
doi:10.1111/j.1751-1097.1995.tb09867.x
更新日期:1995-06-01 00:00:00
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journal_title:Photochemistry and photobiology
pub_type: 杂志文章
doi:10.1111/j.1751-1097.2008.00359.x
更新日期:2008-09-01 00:00:00