Comparison of preprocessing techniques to reduce nontissue-related variations in hyperspectral reflectance imaging Article Swipe
Mark Witteveen
,
Henricus J. C. M. Sterenborg
,
Ton G. van Leeuwen
,
Maurice C. G. Aalders
,
Theo J. M. Ruers
,
Anouk L. Post
·
YOU?
·
· 2022
· Open Access
·
· DOI: https://doi.org/10.1117/1.jbo.27.10.106003
YOU?
·
· 2022
· Open Access
·
· DOI: https://doi.org/10.1117/1.jbo.27.10.106003
Preprocessing reduces the overlap due to glare and distance variations. In general, the algorithms standard normal variate, min-max, area under the curve, and single wavelength normalization are the most suitable to preprocess data used to develop a classification algorithm for tissue classification. The type of contrast between tissue types determines which of these four algorithms is most suitable.
Related Topics
Concepts
Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1117/1.jbo.27.10.106003
- https://www.spiedigitallibrary.org/journals/journal-of-biomedical-optics/volume-27/issue-10/106003/Comparison-of-preprocessing-techniques-to-reduce-nontissue-related-variations-in/10.1117/1.JBO.27.10.106003.pdf
- OA Status
- gold
- Cited By
- 35
- References
- 70
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4303446272
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W4303446272Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.1117/1.jbo.27.10.106003Digital Object Identifier
- Title
-
Comparison of preprocessing techniques to reduce nontissue-related variations in hyperspectral reflectance imagingWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2022Year of publication
- Publication date
-
2022-10-07Full publication date if available
- Authors
-
Mark Witteveen, Henricus J. C. M. Sterenborg, Ton G. van Leeuwen, Maurice C. G. Aalders, Theo J. M. Ruers, Anouk L. PostList of authors in order
- Landing page
-
https://doi.org/10.1117/1.jbo.27.10.106003Publisher landing page
- PDF URL
-
https://www.spiedigitallibrary.org/journals/journal-of-biomedical-optics/volume-27/issue-10/106003/Comparison-of-preprocessing-techniques-to-reduce-nontissue-related-variations-in/10.1117/1.JBO.27.10.106003.pdfDirect link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
goldOpen access status per OpenAlex
- OA URL
-
https://www.spiedigitallibrary.org/journals/journal-of-biomedical-optics/volume-27/issue-10/106003/Comparison-of-preprocessing-techniques-to-reduce-nontissue-related-variations-in/10.1117/1.JBO.27.10.106003.pdfDirect OA link when available
- Concepts
-
Hyperspectral imaging, Normalization (sociology), Preprocessor, Computer science, Artificial intelligence, Pattern recognition (psychology), Data pre-processing, Second derivative, Mathematics, Optics, Algorithm, Physics, Mathematical analysis, Sociology, AnthropologyTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
35Total citation count in OpenAlex
- Citations by year (recent)
-
2025: 20, 2024: 11, 2023: 4Per-year citation counts (last 5 years)
- References (count)
-
70Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
Full payload
| id | https://openalex.org/W4303446272 |
|---|---|
| doi | https://doi.org/10.1117/1.jbo.27.10.106003 |
| ids.doi | https://doi.org/10.1117/1.jbo.27.10.106003 |
| ids.pmid | https://pubmed.ncbi.nlm.nih.gov/36207772 |
| ids.openalex | https://openalex.org/W4303446272 |
| fwci | 6.83373293 |
| mesh[0].qualifier_ui | |
| mesh[0].descriptor_ui | D000465 |
| mesh[0].is_major_topic | False |
| mesh[0].qualifier_name | |
| mesh[0].descriptor_name | Algorithms |
| mesh[1].qualifier_ui | |
| mesh[1].descriptor_ui | D000081862 |
| mesh[1].is_major_topic | True |
| mesh[1].qualifier_name | |
| mesh[1].descriptor_name | Hyperspectral Imaging |
| mesh[2].qualifier_ui | |
| mesh[2].descriptor_ui | D025341 |
| mesh[2].is_major_topic | False |
| mesh[2].qualifier_name | |
| mesh[2].descriptor_name | Principal Component Analysis |
| mesh[3].qualifier_ui | |
| mesh[3].descriptor_ui | D019265 |
| mesh[3].is_major_topic | False |
| mesh[3].qualifier_name | |
| mesh[3].descriptor_name | Spectroscopy, Near-Infrared |
| mesh[4].qualifier_ui | |
| mesh[4].descriptor_ui | D060388 |
| mesh[4].is_major_topic | True |
| mesh[4].qualifier_name | |
| mesh[4].descriptor_name | Support Vector Machine |
| mesh[5].qualifier_ui | |
| mesh[5].descriptor_ui | D000465 |
| mesh[5].is_major_topic | False |
| mesh[5].qualifier_name | |
| mesh[5].descriptor_name | Algorithms |
| mesh[6].qualifier_ui | |
| mesh[6].descriptor_ui | D000081862 |
| mesh[6].is_major_topic | True |
| mesh[6].qualifier_name | |
| mesh[6].descriptor_name | Hyperspectral Imaging |
| mesh[7].qualifier_ui | |
| mesh[7].descriptor_ui | D025341 |
| mesh[7].is_major_topic | False |
| mesh[7].qualifier_name | |
| mesh[7].descriptor_name | Principal Component Analysis |
| mesh[8].qualifier_ui | |
| mesh[8].descriptor_ui | D019265 |
| mesh[8].is_major_topic | False |
| mesh[8].qualifier_name | |
| mesh[8].descriptor_name | Spectroscopy, Near-Infrared |
| mesh[9].qualifier_ui | |
| mesh[9].descriptor_ui | D060388 |
| mesh[9].is_major_topic | True |
| mesh[9].qualifier_name | |
| mesh[9].descriptor_name | Support Vector Machine |
| type | article |
| title | Comparison of preprocessing techniques to reduce nontissue-related variations in hyperspectral reflectance imaging |
| biblio.issue | 10 |
| biblio.volume | 27 |
| biblio.last_page | |
| biblio.first_page | |
| topics[0].id | https://openalex.org/T10977 |
| topics[0].field.id | https://openalex.org/fields/27 |
| topics[0].field.display_name | Medicine |
| topics[0].score | 0.9998000264167786 |
| topics[0].domain.id | https://openalex.org/domains/4 |
| topics[0].domain.display_name | Health Sciences |
| topics[0].subfield.id | https://openalex.org/subfields/2741 |
| topics[0].subfield.display_name | Radiology, Nuclear Medicine and Imaging |
| topics[0].display_name | Optical Imaging and Spectroscopy Techniques |
| topics[1].id | https://openalex.org/T12994 |
| topics[1].field.id | https://openalex.org/fields/27 |
| topics[1].field.display_name | Medicine |
| topics[1].score | 0.9921000003814697 |
| topics[1].domain.id | https://openalex.org/domains/4 |
| topics[1].domain.display_name | Health Sciences |
| topics[1].subfield.id | https://openalex.org/subfields/2741 |
| topics[1].subfield.display_name | Radiology, Nuclear Medicine and Imaging |
| topics[1].display_name | Infrared Thermography in Medicine |
| topics[2].id | https://openalex.org/T11324 |
| topics[2].field.id | https://openalex.org/fields/13 |
| topics[2].field.display_name | Biochemistry, Genetics and Molecular Biology |
| topics[2].score | 0.991599977016449 |
| topics[2].domain.id | https://openalex.org/domains/1 |
| topics[2].domain.display_name | Life Sciences |
| topics[2].subfield.id | https://openalex.org/subfields/1304 |
| topics[2].subfield.display_name | Biophysics |
| topics[2].display_name | Spectroscopy Techniques in Biomedical and Chemical Research |
| is_xpac | False |
| apc_list.value | 1675 |
| apc_list.currency | USD |
| apc_list.value_usd | 1675 |
| apc_paid.value | 1675 |
| apc_paid.currency | USD |
| apc_paid.value_usd | 1675 |
| concepts[0].id | https://openalex.org/C159078339 |
| concepts[0].level | 2 |
| concepts[0].score | 0.8449658751487732 |
| concepts[0].wikidata | https://www.wikidata.org/wiki/Q959005 |
| concepts[0].display_name | Hyperspectral imaging |
| concepts[1].id | https://openalex.org/C136886441 |
| concepts[1].level | 2 |
| concepts[1].score | 0.7644804120063782 |
| concepts[1].wikidata | https://www.wikidata.org/wiki/Q926129 |
| concepts[1].display_name | Normalization (sociology) |
| concepts[2].id | https://openalex.org/C34736171 |
| concepts[2].level | 2 |
| concepts[2].score | 0.6682748794555664 |
| concepts[2].wikidata | https://www.wikidata.org/wiki/Q918333 |
| concepts[2].display_name | Preprocessor |
| concepts[3].id | https://openalex.org/C41008148 |
| concepts[3].level | 0 |
| concepts[3].score | 0.5590229630470276 |
| concepts[3].wikidata | https://www.wikidata.org/wiki/Q21198 |
| concepts[3].display_name | Computer science |
| concepts[4].id | https://openalex.org/C154945302 |
| concepts[4].level | 1 |
| concepts[4].score | 0.5454280376434326 |
| concepts[4].wikidata | https://www.wikidata.org/wiki/Q11660 |
| concepts[4].display_name | Artificial intelligence |
| concepts[5].id | https://openalex.org/C153180895 |
| concepts[5].level | 2 |
| concepts[5].score | 0.5154370069503784 |
| concepts[5].wikidata | https://www.wikidata.org/wiki/Q7148389 |
| concepts[5].display_name | Pattern recognition (psychology) |
| concepts[6].id | https://openalex.org/C10551718 |
| concepts[6].level | 2 |
| concepts[6].score | 0.4341428875923157 |
| concepts[6].wikidata | https://www.wikidata.org/wiki/Q5227332 |
| concepts[6].display_name | Data pre-processing |
| concepts[7].id | https://openalex.org/C33257320 |
| concepts[7].level | 2 |
| concepts[7].score | 0.4302864670753479 |
| concepts[7].wikidata | https://www.wikidata.org/wiki/Q1932744 |
| concepts[7].display_name | Second derivative |
| concepts[8].id | https://openalex.org/C33923547 |
| concepts[8].level | 0 |
| concepts[8].score | 0.35540515184402466 |
| concepts[8].wikidata | https://www.wikidata.org/wiki/Q395 |
| concepts[8].display_name | Mathematics |
| concepts[9].id | https://openalex.org/C120665830 |
| concepts[9].level | 1 |
| concepts[9].score | 0.34463921189308167 |
| concepts[9].wikidata | https://www.wikidata.org/wiki/Q14620 |
| concepts[9].display_name | Optics |
| concepts[10].id | https://openalex.org/C11413529 |
| concepts[10].level | 1 |
| concepts[10].score | 0.321564257144928 |
| concepts[10].wikidata | https://www.wikidata.org/wiki/Q8366 |
| concepts[10].display_name | Algorithm |
| concepts[11].id | https://openalex.org/C121332964 |
| concepts[11].level | 0 |
| concepts[11].score | 0.13848453760147095 |
| concepts[11].wikidata | https://www.wikidata.org/wiki/Q413 |
| concepts[11].display_name | Physics |
| concepts[12].id | https://openalex.org/C134306372 |
| concepts[12].level | 1 |
| concepts[12].score | 0.0 |
| concepts[12].wikidata | https://www.wikidata.org/wiki/Q7754 |
| concepts[12].display_name | Mathematical analysis |
| concepts[13].id | https://openalex.org/C144024400 |
| concepts[13].level | 0 |
| concepts[13].score | 0.0 |
| concepts[13].wikidata | https://www.wikidata.org/wiki/Q21201 |
| concepts[13].display_name | Sociology |
| concepts[14].id | https://openalex.org/C19165224 |
| concepts[14].level | 1 |
| concepts[14].score | 0.0 |
| concepts[14].wikidata | https://www.wikidata.org/wiki/Q23404 |
| concepts[14].display_name | Anthropology |
| keywords[0].id | https://openalex.org/keywords/hyperspectral-imaging |
| keywords[0].score | 0.8449658751487732 |
| keywords[0].display_name | Hyperspectral imaging |
| keywords[1].id | https://openalex.org/keywords/normalization |
| keywords[1].score | 0.7644804120063782 |
| keywords[1].display_name | Normalization (sociology) |
| keywords[2].id | https://openalex.org/keywords/preprocessor |
| keywords[2].score | 0.6682748794555664 |
| keywords[2].display_name | Preprocessor |
| keywords[3].id | https://openalex.org/keywords/computer-science |
| keywords[3].score | 0.5590229630470276 |
| keywords[3].display_name | Computer science |
| keywords[4].id | https://openalex.org/keywords/artificial-intelligence |
| keywords[4].score | 0.5454280376434326 |
| keywords[4].display_name | Artificial intelligence |
| keywords[5].id | https://openalex.org/keywords/pattern-recognition |
| keywords[5].score | 0.5154370069503784 |
| keywords[5].display_name | Pattern recognition (psychology) |
| keywords[6].id | https://openalex.org/keywords/data-pre-processing |
| keywords[6].score | 0.4341428875923157 |
| keywords[6].display_name | Data pre-processing |
| keywords[7].id | https://openalex.org/keywords/second-derivative |
| keywords[7].score | 0.4302864670753479 |
| keywords[7].display_name | Second derivative |
| keywords[8].id | https://openalex.org/keywords/mathematics |
| keywords[8].score | 0.35540515184402466 |
| keywords[8].display_name | Mathematics |
| keywords[9].id | https://openalex.org/keywords/optics |
| keywords[9].score | 0.34463921189308167 |
| keywords[9].display_name | Optics |
| keywords[10].id | https://openalex.org/keywords/algorithm |
| keywords[10].score | 0.321564257144928 |
| keywords[10].display_name | Algorithm |
| keywords[11].id | https://openalex.org/keywords/physics |
| keywords[11].score | 0.13848453760147095 |
| keywords[11].display_name | Physics |
| language | en |
| locations[0].id | doi:10.1117/1.jbo.27.10.106003 |
| locations[0].is_oa | True |
| locations[0].source.id | https://openalex.org/S117354312 |
| locations[0].source.issn | 1083-3668, 1560-2281 |
| locations[0].source.type | journal |
| locations[0].source.is_oa | True |
| locations[0].source.issn_l | 1083-3668 |
| locations[0].source.is_core | True |
| locations[0].source.is_in_doaj | True |
| locations[0].source.display_name | Journal of Biomedical Optics |
| locations[0].source.host_organization | https://openalex.org/P4310315543 |
| locations[0].source.host_organization_name | SPIE |
| locations[0].source.host_organization_lineage | https://openalex.org/P4310315543 |
| locations[0].source.host_organization_lineage_names | SPIE |
| locations[0].license | cc-by |
| locations[0].pdf_url | https://www.spiedigitallibrary.org/journals/journal-of-biomedical-optics/volume-27/issue-10/106003/Comparison-of-preprocessing-techniques-to-reduce-nontissue-related-variations-in/10.1117/1.JBO.27.10.106003.pdf |
| locations[0].version | publishedVersion |
| locations[0].raw_type | journal-article |
| locations[0].license_id | https://openalex.org/licenses/cc-by |
| locations[0].is_accepted | True |
| locations[0].is_published | True |
| locations[0].raw_source_name | Journal of Biomedical Optics |
| locations[0].landing_page_url | https://doi.org/10.1117/1.jbo.27.10.106003 |
| locations[1].id | pmid:36207772 |
| locations[1].is_oa | False |
| locations[1].source.id | https://openalex.org/S4306525036 |
| locations[1].source.issn | |
| locations[1].source.type | repository |
| locations[1].source.is_oa | False |
| locations[1].source.issn_l | |
| locations[1].source.is_core | False |
| locations[1].source.is_in_doaj | False |
| locations[1].source.display_name | PubMed |
| locations[1].source.host_organization | https://openalex.org/I1299303238 |
| locations[1].source.host_organization_name | National Institutes of Health |
| locations[1].source.host_organization_lineage | https://openalex.org/I1299303238 |
| locations[1].license | |
| locations[1].pdf_url | |
| locations[1].version | publishedVersion |
| locations[1].raw_type | |
| locations[1].license_id | |
| locations[1].is_accepted | True |
| locations[1].is_published | True |
| locations[1].raw_source_name | Journal of biomedical optics |
| locations[1].landing_page_url | https://pubmed.ncbi.nlm.nih.gov/36207772 |
| locations[2].id | pmh:amcpub:oai:pure.amc.nl:publications/9eb3b7ab-a61c-4d8a-b45a-330d1db66f01 |
| locations[2].is_oa | True |
| locations[2].source.id | https://openalex.org/S4306401843 |
| locations[2].source.issn | |
| locations[2].source.type | repository |
| locations[2].source.is_oa | False |
| locations[2].source.issn_l | |
| locations[2].source.is_core | False |
| locations[2].source.is_in_doaj | False |
| locations[2].source.display_name | Data Archiving and Networked Services (DANS) |
| locations[2].source.host_organization | https://openalex.org/I1322597698 |
| locations[2].source.host_organization_name | Royal Netherlands Academy of Arts and Sciences |
| locations[2].source.host_organization_lineage | https://openalex.org/I1322597698 |
| locations[2].license | other-oa |
| locations[2].pdf_url | |
| locations[2].version | submittedVersion |
| locations[2].raw_type | info:eu-repo/semantics/article |
| locations[2].license_id | https://openalex.org/licenses/other-oa |
| locations[2].is_accepted | False |
| locations[2].is_published | False |
| locations[2].raw_source_name | Journal of biomedical optics, 27(10). SPIE |
| locations[2].landing_page_url | https://pure.amc.nl/en/publications/comparison-of-preprocessing-techniques-to-reduce-nontissuerelated-variations-in-hyperspectral-reflectance-imaging(9eb3b7ab-a61c-4d8a-b45a-330d1db66f01).html |
| locations[3].id | pmh:oai:dare.uva.nl:publications/02e93e43-7103-4cf4-a365-86b24633a69a |
| locations[3].is_oa | False |
| locations[3].source.id | https://openalex.org/S4306401571 |
| locations[3].source.issn | |
| locations[3].source.type | repository |
| locations[3].source.is_oa | False |
| locations[3].source.issn_l | |
| locations[3].source.is_core | False |
| locations[3].source.is_in_doaj | False |
| locations[3].source.display_name | Wiardi Beckman Foundation (Wiardi Beckman Foundation) |
| locations[3].source.host_organization | |
| locations[3].source.host_organization_name | |
| locations[3].license | |
| locations[3].pdf_url | |
| locations[3].version | submittedVersion |
| locations[3].raw_type | |
| locations[3].license_id | |
| locations[3].is_accepted | False |
| locations[3].is_published | False |
| locations[3].raw_source_name | |
| locations[3].landing_page_url | http://www.scopus.com/inward/record.url?scp=85139570533&partnerID=8YFLogxK |
| locations[4].id | pmh:oai:pubmedcentral.nih.gov:9541333 |
| locations[4].is_oa | True |
| locations[4].source.id | https://openalex.org/S2764455111 |
| locations[4].source.issn | |
| locations[4].source.type | repository |
| locations[4].source.is_oa | False |
| locations[4].source.issn_l | |
| locations[4].source.is_core | False |
| locations[4].source.is_in_doaj | False |
| locations[4].source.display_name | PubMed Central |
| locations[4].source.host_organization | https://openalex.org/I1299303238 |
| locations[4].source.host_organization_name | National Institutes of Health |
| locations[4].source.host_organization_lineage | https://openalex.org/I1299303238 |
| locations[4].license | cc-by |
| locations[4].pdf_url | |
| locations[4].version | submittedVersion |
| locations[4].raw_type | Text |
| locations[4].license_id | https://openalex.org/licenses/cc-by |
| locations[4].is_accepted | False |
| locations[4].is_published | False |
| locations[4].raw_source_name | J Biomed Opt |
| locations[4].landing_page_url | https://www.ncbi.nlm.nih.gov/pmc/articles/9541333 |
| locations[5].id | pmh:uvapub:oai:dare.uva.nl:publications/02e93e43-7103-4cf4-a365-86b24633a69a |
| locations[5].is_oa | True |
| locations[5].source.id | https://openalex.org/S4306401843 |
| locations[5].source.issn | |
| locations[5].source.type | repository |
| locations[5].source.is_oa | False |
| locations[5].source.issn_l | |
| locations[5].source.is_core | False |
| locations[5].source.is_in_doaj | False |
| locations[5].source.display_name | Data Archiving and Networked Services (DANS) |
| locations[5].source.host_organization | https://openalex.org/I1322597698 |
| locations[5].source.host_organization_name | Royal Netherlands Academy of Arts and Sciences |
| locations[5].source.host_organization_lineage | https://openalex.org/I1322597698 |
| locations[5].license | other-oa |
| locations[5].pdf_url | |
| locations[5].version | submittedVersion |
| locations[5].raw_type | info:eu-repo/semantics/article |
| locations[5].license_id | https://openalex.org/licenses/other-oa |
| locations[5].is_accepted | False |
| locations[5].is_published | False |
| locations[5].raw_source_name | Journal of Biomedical Optics, 27(10):106003. SPIE |
| locations[5].landing_page_url | https://dare.uva.nl/personal/pure/en/publications/comparison-of-preprocessing-techniques-to-reduce-nontissuerelated-variations-in-hyperspectral-reflectance-imaging(02e93e43-7103-4cf4-a365-86b24633a69a).html |
| indexed_in | crossref, doaj, pubmed |
| authorships[0].author.id | https://openalex.org/A5080557748 |
| authorships[0].author.orcid | https://orcid.org/0000-0002-8290-3582 |
| authorships[0].author.display_name | Mark Witteveen |
| authorships[0].countries | NL |
| authorships[0].affiliations[0].institution_ids | https://openalex.org/I2898336195 |
| authorships[0].affiliations[0].raw_affiliation_string | the Netherlands Cancer Institute, Surgical Oncology, Amsterdam, The Netherlands |
| authorships[0].institutions[0].id | https://openalex.org/I2898336195 |
| authorships[0].institutions[0].ror | https://ror.org/03xqtf034 |
| authorships[0].institutions[0].type | healthcare |
| authorships[0].institutions[0].lineage | https://openalex.org/I2898336195 |
| authorships[0].institutions[0].country_code | NL |
| authorships[0].institutions[0].display_name | The Netherlands Cancer Institute |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | Mark Witteveen |
| authorships[0].is_corresponding | True |
| authorships[0].raw_affiliation_strings | the Netherlands Cancer Institute, Surgical Oncology, Amsterdam, The Netherlands |
| authorships[1].author.id | https://openalex.org/A5038465906 |
| authorships[1].author.orcid | https://orcid.org/0000-0002-6007-2992 |
| authorships[1].author.display_name | Henricus J. C. M. Sterenborg |
| authorships[1].countries | NL |
| authorships[1].affiliations[0].institution_ids | https://openalex.org/I2898336195 |
| authorships[1].affiliations[0].raw_affiliation_string | the Netherlands Cancer Institute, Surgical Oncology, Amsterdam, The Netherlands |
| authorships[1].affiliations[1].institution_ids | https://openalex.org/I4210151833, https://openalex.org/I887064364 |
| authorships[1].affiliations[1].raw_affiliation_string | Amsterdam UMC, Univ. of Amsterdam (Netherlands) |
| authorships[1].institutions[0].id | https://openalex.org/I4210151833 |
| authorships[1].institutions[0].ror | https://ror.org/05grdyy37 |
| authorships[1].institutions[0].type | healthcare |
| authorships[1].institutions[0].lineage | https://openalex.org/I4210151833 |
| authorships[1].institutions[0].country_code | NL |
| authorships[1].institutions[0].display_name | Amsterdam University Medical Centers |
| authorships[1].institutions[1].id | https://openalex.org/I2898336195 |
| authorships[1].institutions[1].ror | https://ror.org/03xqtf034 |
| authorships[1].institutions[1].type | healthcare |
| authorships[1].institutions[1].lineage | https://openalex.org/I2898336195 |
| authorships[1].institutions[1].country_code | NL |
| authorships[1].institutions[1].display_name | The Netherlands Cancer Institute |
| authorships[1].institutions[2].id | https://openalex.org/I887064364 |
| authorships[1].institutions[2].ror | https://ror.org/04dkp9463 |
| authorships[1].institutions[2].type | education |
| authorships[1].institutions[2].lineage | https://openalex.org/I887064364 |
| authorships[1].institutions[2].country_code | NL |
| authorships[1].institutions[2].display_name | University of Amsterdam |
| authorships[1].author_position | middle |
| authorships[1].raw_author_name | Henricus J. C. M. Sterenborg |
| authorships[1].is_corresponding | False |
| authorships[1].raw_affiliation_strings | Amsterdam UMC, Univ. of Amsterdam (Netherlands), the Netherlands Cancer Institute, Surgical Oncology, Amsterdam, The Netherlands |
| authorships[2].author.id | https://openalex.org/A5000174840 |
| authorships[2].author.orcid | https://orcid.org/0000-0002-5642-1133 |
| authorships[2].author.display_name | Ton G. van Leeuwen |
| authorships[2].countries | NL |
| authorships[2].affiliations[0].institution_ids | https://openalex.org/I4210151833, https://openalex.org/I887064364 |
| authorships[2].affiliations[0].raw_affiliation_string | Amsterdam UMC, University of Amsterdam, Cancer Center Amsterdam, Amsterdam Cardiovascular Sciences, Department of Biomedical Engineering and Physics, Amsterdam, The Netherlands |
| authorships[2].institutions[0].id | https://openalex.org/I4210151833 |
| authorships[2].institutions[0].ror | https://ror.org/05grdyy37 |
| authorships[2].institutions[0].type | healthcare |
| authorships[2].institutions[0].lineage | https://openalex.org/I4210151833 |
| authorships[2].institutions[0].country_code | NL |
| authorships[2].institutions[0].display_name | Amsterdam University Medical Centers |
| authorships[2].institutions[1].id | https://openalex.org/I887064364 |
| authorships[2].institutions[1].ror | https://ror.org/04dkp9463 |
| authorships[2].institutions[1].type | education |
| authorships[2].institutions[1].lineage | https://openalex.org/I887064364 |
| authorships[2].institutions[1].country_code | NL |
| authorships[2].institutions[1].display_name | University of Amsterdam |
| authorships[2].author_position | middle |
| authorships[2].raw_author_name | Ton G. van Leeuwen |
| authorships[2].is_corresponding | False |
| authorships[2].raw_affiliation_strings | Amsterdam UMC, University of Amsterdam, Cancer Center Amsterdam, Amsterdam Cardiovascular Sciences, Department of Biomedical Engineering and Physics, Amsterdam, The Netherlands |
| authorships[3].author.id | https://openalex.org/A5026622926 |
| authorships[3].author.orcid | https://orcid.org/0000-0001-8083-9209 |
| authorships[3].author.display_name | Maurice C. G. Aalders |
| authorships[3].countries | NL |
| authorships[3].affiliations[0].institution_ids | https://openalex.org/I887064364 |
| authorships[3].affiliations[0].raw_affiliation_string | University of Amsterdam, Co van Ledden Hulsebosch Center, Amsterdam, The Netherlands (Netherlands) |
| authorships[3].affiliations[1].institution_ids | https://openalex.org/I4210151833, https://openalex.org/I887064364 |
| authorships[3].affiliations[1].raw_affiliation_string | Amsterdam UMC, University of Amsterdam, Cancer Center Amsterdam, Amsterdam Cardiovascular Sciences, Department of Biomedical Engineering and Physics, Amsterdam, The Netherlands (Netherlands) |
| authorships[3].institutions[0].id | https://openalex.org/I4210151833 |
| authorships[3].institutions[0].ror | https://ror.org/05grdyy37 |
| authorships[3].institutions[0].type | healthcare |
| authorships[3].institutions[0].lineage | https://openalex.org/I4210151833 |
| authorships[3].institutions[0].country_code | NL |
| authorships[3].institutions[0].display_name | Amsterdam University Medical Centers |
| authorships[3].institutions[1].id | https://openalex.org/I887064364 |
| authorships[3].institutions[1].ror | https://ror.org/04dkp9463 |
| authorships[3].institutions[1].type | education |
| authorships[3].institutions[1].lineage | https://openalex.org/I887064364 |
| authorships[3].institutions[1].country_code | NL |
| authorships[3].institutions[1].display_name | University of Amsterdam |
| authorships[3].author_position | middle |
| authorships[3].raw_author_name | Maurice C. G. Aalders |
| authorships[3].is_corresponding | False |
| authorships[3].raw_affiliation_strings | Amsterdam UMC, University of Amsterdam, Cancer Center Amsterdam, Amsterdam Cardiovascular Sciences, Department of Biomedical Engineering and Physics, Amsterdam, The Netherlands (Netherlands), University of Amsterdam, Co van Ledden Hulsebosch Center, Amsterdam, The Netherlands (Netherlands) |
| authorships[4].author.id | https://openalex.org/A5034409883 |
| authorships[4].author.orcid | https://orcid.org/0000-0002-9968-3723 |
| authorships[4].author.display_name | Theo J. M. Ruers |
| authorships[4].countries | NL |
| authorships[4].affiliations[0].institution_ids | https://openalex.org/I2898336195 |
| authorships[4].affiliations[0].raw_affiliation_string | the Netherlands Cancer Institute, Surgical Oncology, Amsterdam, The Netherlands |
| authorships[4].affiliations[1].institution_ids | https://openalex.org/I94624287 |
| authorships[4].affiliations[1].raw_affiliation_string | Univ. Twente (Netherlands) |
| authorships[4].institutions[0].id | https://openalex.org/I2898336195 |
| authorships[4].institutions[0].ror | https://ror.org/03xqtf034 |
| authorships[4].institutions[0].type | healthcare |
| authorships[4].institutions[0].lineage | https://openalex.org/I2898336195 |
| authorships[4].institutions[0].country_code | NL |
| authorships[4].institutions[0].display_name | The Netherlands Cancer Institute |
| authorships[4].institutions[1].id | https://openalex.org/I94624287 |
| authorships[4].institutions[1].ror | https://ror.org/006hf6230 |
| authorships[4].institutions[1].type | education |
| authorships[4].institutions[1].lineage | https://openalex.org/I94624287 |
| authorships[4].institutions[1].country_code | NL |
| authorships[4].institutions[1].display_name | University of Twente |
| authorships[4].author_position | middle |
| authorships[4].raw_author_name | Theo J. M. Ruers |
| authorships[4].is_corresponding | False |
| authorships[4].raw_affiliation_strings | Univ. Twente (Netherlands), the Netherlands Cancer Institute, Surgical Oncology, Amsterdam, The Netherlands |
| authorships[5].author.id | https://openalex.org/A5007596454 |
| authorships[5].author.orcid | https://orcid.org/0000-0002-7936-4960 |
| authorships[5].author.display_name | Anouk L. Post |
| authorships[5].countries | NL |
| authorships[5].affiliations[0].institution_ids | https://openalex.org/I2898336195 |
| authorships[5].affiliations[0].raw_affiliation_string | the Netherlands Cancer Institute, Surgical Oncology, Amsterdam, The Netherlands |
| authorships[5].affiliations[1].institution_ids | https://openalex.org/I4210151833, https://openalex.org/I887064364 |
| authorships[5].affiliations[1].raw_affiliation_string | Amsterdam UMC, Univ. of Amsterdam (Netherlands) |
| authorships[5].institutions[0].id | https://openalex.org/I4210151833 |
| authorships[5].institutions[0].ror | https://ror.org/05grdyy37 |
| authorships[5].institutions[0].type | healthcare |
| authorships[5].institutions[0].lineage | https://openalex.org/I4210151833 |
| authorships[5].institutions[0].country_code | NL |
| authorships[5].institutions[0].display_name | Amsterdam University Medical Centers |
| authorships[5].institutions[1].id | https://openalex.org/I2898336195 |
| authorships[5].institutions[1].ror | https://ror.org/03xqtf034 |
| authorships[5].institutions[1].type | healthcare |
| authorships[5].institutions[1].lineage | https://openalex.org/I2898336195 |
| authorships[5].institutions[1].country_code | NL |
| authorships[5].institutions[1].display_name | The Netherlands Cancer Institute |
| authorships[5].institutions[2].id | https://openalex.org/I887064364 |
| authorships[5].institutions[2].ror | https://ror.org/04dkp9463 |
| authorships[5].institutions[2].type | education |
| authorships[5].institutions[2].lineage | https://openalex.org/I887064364 |
| authorships[5].institutions[2].country_code | NL |
| authorships[5].institutions[2].display_name | University of Amsterdam |
| authorships[5].author_position | last |
| authorships[5].raw_author_name | Anouk L. Post |
| authorships[5].is_corresponding | False |
| authorships[5].raw_affiliation_strings | Amsterdam UMC, Univ. of Amsterdam (Netherlands), the Netherlands Cancer Institute, Surgical Oncology, Amsterdam, The Netherlands |
| has_content.pdf | True |
| has_content.grobid_xml | True |
| is_paratext | False |
| open_access.is_oa | True |
| open_access.oa_url | https://www.spiedigitallibrary.org/journals/journal-of-biomedical-optics/volume-27/issue-10/106003/Comparison-of-preprocessing-techniques-to-reduce-nontissue-related-variations-in/10.1117/1.JBO.27.10.106003.pdf |
| open_access.oa_status | gold |
| open_access.any_repository_has_fulltext | False |
| created_date | 2025-10-10T00:00:00 |
| display_name | Comparison of preprocessing techniques to reduce nontissue-related variations in hyperspectral reflectance imaging |
| has_fulltext | True |
| is_retracted | False |
| updated_date | 2025-11-06T03:46:38.306776 |
| primary_topic.id | https://openalex.org/T10977 |
| primary_topic.field.id | https://openalex.org/fields/27 |
| primary_topic.field.display_name | Medicine |
| primary_topic.score | 0.9998000264167786 |
| primary_topic.domain.id | https://openalex.org/domains/4 |
| primary_topic.domain.display_name | Health Sciences |
| primary_topic.subfield.id | https://openalex.org/subfields/2741 |
| primary_topic.subfield.display_name | Radiology, Nuclear Medicine and Imaging |
| primary_topic.display_name | Optical Imaging and Spectroscopy Techniques |
| related_works | https://openalex.org/W4243126553, https://openalex.org/W4235480743, https://openalex.org/W3036148153, https://openalex.org/W3173596272, https://openalex.org/W2028628118, https://openalex.org/W4200420744, https://openalex.org/W2352172886, https://openalex.org/W3149103228, https://openalex.org/W2110904776, https://openalex.org/W2766300339 |
| cited_by_count | 35 |
| counts_by_year[0].year | 2025 |
| counts_by_year[0].cited_by_count | 20 |
| counts_by_year[1].year | 2024 |
| counts_by_year[1].cited_by_count | 11 |
| counts_by_year[2].year | 2023 |
| counts_by_year[2].cited_by_count | 4 |
| locations_count | 6 |
| best_oa_location.id | doi:10.1117/1.jbo.27.10.106003 |
| best_oa_location.is_oa | True |
| best_oa_location.source.id | https://openalex.org/S117354312 |
| best_oa_location.source.issn | 1083-3668, 1560-2281 |
| best_oa_location.source.type | journal |
| best_oa_location.source.is_oa | True |
| best_oa_location.source.issn_l | 1083-3668 |
| best_oa_location.source.is_core | True |
| best_oa_location.source.is_in_doaj | True |
| best_oa_location.source.display_name | Journal of Biomedical Optics |
| best_oa_location.source.host_organization | https://openalex.org/P4310315543 |
| best_oa_location.source.host_organization_name | SPIE |
| best_oa_location.source.host_organization_lineage | https://openalex.org/P4310315543 |
| best_oa_location.source.host_organization_lineage_names | SPIE |
| best_oa_location.license | cc-by |
| best_oa_location.pdf_url | https://www.spiedigitallibrary.org/journals/journal-of-biomedical-optics/volume-27/issue-10/106003/Comparison-of-preprocessing-techniques-to-reduce-nontissue-related-variations-in/10.1117/1.JBO.27.10.106003.pdf |
| best_oa_location.version | publishedVersion |
| best_oa_location.raw_type | journal-article |
| best_oa_location.license_id | https://openalex.org/licenses/cc-by |
| best_oa_location.is_accepted | True |
| best_oa_location.is_published | True |
| best_oa_location.raw_source_name | Journal of Biomedical Optics |
| best_oa_location.landing_page_url | https://doi.org/10.1117/1.jbo.27.10.106003 |
| primary_location.id | doi:10.1117/1.jbo.27.10.106003 |
| primary_location.is_oa | True |
| primary_location.source.id | https://openalex.org/S117354312 |
| primary_location.source.issn | 1083-3668, 1560-2281 |
| primary_location.source.type | journal |
| primary_location.source.is_oa | True |
| primary_location.source.issn_l | 1083-3668 |
| primary_location.source.is_core | True |
| primary_location.source.is_in_doaj | True |
| primary_location.source.display_name | Journal of Biomedical Optics |
| primary_location.source.host_organization | https://openalex.org/P4310315543 |
| primary_location.source.host_organization_name | SPIE |
| primary_location.source.host_organization_lineage | https://openalex.org/P4310315543 |
| primary_location.source.host_organization_lineage_names | SPIE |
| primary_location.license | cc-by |
| primary_location.pdf_url | https://www.spiedigitallibrary.org/journals/journal-of-biomedical-optics/volume-27/issue-10/106003/Comparison-of-preprocessing-techniques-to-reduce-nontissue-related-variations-in/10.1117/1.JBO.27.10.106003.pdf |
| primary_location.version | publishedVersion |
| primary_location.raw_type | journal-article |
| primary_location.license_id | https://openalex.org/licenses/cc-by |
| primary_location.is_accepted | True |
| primary_location.is_published | True |
| primary_location.raw_source_name | Journal of Biomedical Optics |
| primary_location.landing_page_url | https://doi.org/10.1117/1.jbo.27.10.106003 |
| publication_date | 2022-10-07 |
| publication_year | 2022 |
| referenced_works | https://openalex.org/W2987688904, https://openalex.org/W6647272577, https://openalex.org/W2789427740, https://openalex.org/W2922170708, https://openalex.org/W2790544511, https://openalex.org/W3164746467, https://openalex.org/W2155837945, https://openalex.org/W2928982831, https://openalex.org/W49123757, https://openalex.org/W2911357854, https://openalex.org/W3204431380, https://openalex.org/W2065950802, https://openalex.org/W3204179093, https://openalex.org/W2949573966, https://openalex.org/W3011258327, https://openalex.org/W2811375084, https://openalex.org/W2475697472, https://openalex.org/W6675007911, https://openalex.org/W2909790093, https://openalex.org/W2754158197, https://openalex.org/W2921968210, https://openalex.org/W2161307156, https://openalex.org/W6650323990, https://openalex.org/W2890748224, https://openalex.org/W2915280689, https://openalex.org/W2995165754, https://openalex.org/W3030464300, https://openalex.org/W3044300528, https://openalex.org/W2898120660, https://openalex.org/W2902513928, https://openalex.org/W2913819670, https://openalex.org/W1975956815, https://openalex.org/W2217602394, https://openalex.org/W2512770356, https://openalex.org/W3007200754, https://openalex.org/W2905007124, https://openalex.org/W2084655972, https://openalex.org/W1977077109, https://openalex.org/W3040420203, https://openalex.org/W2991469946, https://openalex.org/W3087489025, https://openalex.org/W1836746852, https://openalex.org/W2021750959, https://openalex.org/W2047820651, https://openalex.org/W6789352889, https://openalex.org/W6674600552, https://openalex.org/W2012183591, https://openalex.org/W3012269722, https://openalex.org/W2016090370, https://openalex.org/W2901580175, https://openalex.org/W2973099873, https://openalex.org/W2345410676, https://openalex.org/W2327620174, https://openalex.org/W2555453462, https://openalex.org/W2136817911, https://openalex.org/W2905443047, https://openalex.org/W2143150256, https://openalex.org/W2146039509, https://openalex.org/W2018801993, https://openalex.org/W2804492079, https://openalex.org/W1963682179, https://openalex.org/W2097683070, https://openalex.org/W3125742422, https://openalex.org/W2982647848, https://openalex.org/W2000091716, https://openalex.org/W2098136451, https://openalex.org/W2170361231, https://openalex.org/W1923490122, https://openalex.org/W2922829319, https://openalex.org/W1988386267 |
| referenced_works_count | 70 |
| abstract_inverted_index.a | 36 |
| abstract_inverted_index.In | 10 |
| abstract_inverted_index.is | 55 |
| abstract_inverted_index.of | 44, 51 |
| abstract_inverted_index.to | 5, 30, 34 |
| abstract_inverted_index.The | 42 |
| abstract_inverted_index.and | 7, 22 |
| abstract_inverted_index.are | 26 |
| abstract_inverted_index.due | 4 |
| abstract_inverted_index.for | 39 |
| abstract_inverted_index.the | 2, 12, 20, 27 |
| abstract_inverted_index.area | 18 |
| abstract_inverted_index.data | 32 |
| abstract_inverted_index.four | 53 |
| abstract_inverted_index.most | 28, 56 |
| abstract_inverted_index.type | 43 |
| abstract_inverted_index.used | 33 |
| abstract_inverted_index.glare | 6 |
| abstract_inverted_index.these | 52 |
| abstract_inverted_index.types | 48 |
| abstract_inverted_index.under | 19 |
| abstract_inverted_index.which | 50 |
| abstract_inverted_index.curve, | 21 |
| abstract_inverted_index.normal | 15 |
| abstract_inverted_index.single | 23 |
| abstract_inverted_index.tissue | 40, 47 |
| abstract_inverted_index.between | 46 |
| abstract_inverted_index.develop | 35 |
| abstract_inverted_index.overlap | 3 |
| abstract_inverted_index.reduces | 1 |
| abstract_inverted_index.contrast | 45 |
| abstract_inverted_index.distance | 8 |
| abstract_inverted_index.general, | 11 |
| abstract_inverted_index.min-max, | 17 |
| abstract_inverted_index.standard | 14 |
| abstract_inverted_index.suitable | 29 |
| abstract_inverted_index.variate, | 16 |
| abstract_inverted_index.algorithm | 38 |
| abstract_inverted_index.suitable. | 57 |
| abstract_inverted_index.algorithms | 13, 54 |
| abstract_inverted_index.determines | 49 |
| abstract_inverted_index.preprocess | 31 |
| abstract_inverted_index.wavelength | 24 |
| abstract_inverted_index.variations. | 9 |
| abstract_inverted_index.Preprocessing | 0 |
| abstract_inverted_index.normalization | 25 |
| abstract_inverted_index.classification | 37 |
| abstract_inverted_index.classification. | 41 |
| cited_by_percentile_year.max | 100 |
| cited_by_percentile_year.min | 97 |
| corresponding_author_ids | https://openalex.org/A5080557748 |
| countries_distinct_count | 1 |
| institutions_distinct_count | 6 |
| corresponding_institution_ids | https://openalex.org/I2898336195 |
| citation_normalized_percentile.value | 0.96381336 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | True |