Portable lensless wide-field microscopy imaging platform based on digital inline holography and multi-frame pixel super-resolution
In this paper, an irregular displacement-based lensless wide-field microscopy imaging platform is presented by combining digital in-line holography and computational pixel super-resolution using multi-frame processing. The samples are illuminated by a nearly coherent illumination system, where the h...
Gespeichert in:
Veröffentlicht in: | Light, science & applications science & applications, 2015, Vol.4 (10), p.e346-e346 |
---|---|
Hauptverfasser: | , , , , , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | e346 |
---|---|
container_issue | 10 |
container_start_page | e346 |
container_title | Light, science & applications |
container_volume | 4 |
creator | Sobieranski, Antonio C Inci, Fatih Tekin, H Cumhur Yuksekkaya, Mehmet Comunello, Eros Cobra, Daniel von Wangenheim, Aldo Demirci, Utkan |
description | In this paper, an irregular displacement-based lensless wide-field microscopy imaging platform is presented by combining digital in-line holography and computational pixel super-resolution using multi-frame processing. The samples are illuminated by a nearly coherent illumination system, where the hologram shadows are projected into a complementary metal-oxide semiconductor-based imaging sensor. To increase the resolution, a multi-frame pixel resolution approach is employed to produce a single holographic image from multiple frame observations of the scene, with small planar displacements. Displacements are resolved by a hybrid approach: (i) alignment of the LR images by a fast feature-based registration method, and (ii) fine adjustment of the sub-pixel information using a continuous optimization approach designed to find the global optimum solution. Numerical method for phase-retrieval is applied to decode the signal and reconstruct the morphological details of the analyzed sample. The presented approach was evaluated with various biological samples including sperm and platelets, whose dimensions are in the order of a few microns. The obtained results demonstrate a spatial resolution of 1.55 μm on a field-of-view of ≈30 mm
2
.
Diagnostic imaging: holograms on the go
A lensless microscope capable of generating holograms of biotargets with micrometre-scale detail can potentially improve point-of-care medical testing. Digital holography systems that employ ‘shadow imaging’ – projection of 2D spatial signature of a sample onto an electronic detector – instead of lenses are simpler, smaller, and cheaper than conventional holography systems. Dr. Utkan Demirci from Stanford University School of Medicine and colleagues have used this technology to develop a portable bioimaging device through innovations in instrument design, computational image processing and interpretation. The team built a compact setup that records numerous low-resolution shadow images, and then, applied a feature-based registration method to register data onto the same planar domain. Further adjustment of sub-pixel data with a continuous optimization algorithm yielded ultrasharp images of biological samples, including sperm and platelets, at very wide fields of view. |
doi_str_mv | 10.1038/lsa.2015.119 |
format | Article |
fullrecord | <record><control><sourceid>proquest_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_5898403</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>1825469735</sourcerecordid><originalsourceid>FETCH-LOGICAL-c549t-47d3bb4555bb5672b576b3f8f73f686c446d1ebdb902399bc51fa664b93ba24d3</originalsourceid><addsrcrecordid>eNptkU2L1TAUhosozjDOzrUE3Lgw16T5ajaCDH7BgC50HZL2tDdDmtSkVe_WX24udxxGMZsEzsObvHma5iklO0pY9yoUu2sJFTtK9YPmvCVcYSVY9_B41gILwcVZc1nKDalLc0o69bg5a7UUqpPyvPn1OeXVugAoQCwBSkE__AB49BAGNPs-p9Kn5YD8bCcfJ7QEu44pz8jZAgNKEQ1-8qsNyMfgI6B9CmnKdtkfkI01Ygurx2O2M6DF_4SAyrZAxhlKCtvqU3zSPBptKHB5u180X9-9_XL1AV9_ev_x6s017gXXK-ZqYM5xIYRzQqrWCSUdG7tRsVF2sudcDhTc4DRpmdauF3S0UnKnmbMtH9hF8_qUu2xuhqGHuGYbzJJrtXwwyXrz9yT6vZnSdyM63XHCasCL24Ccvm1QVjP70kMINkLaiqFdK7jUiomKPv8HvUlbjrWeoUozTiTjtFIvT9Txl0uG8e4xlJijX1P9mqNfU_1W_Nn9AnfwH5sVwCeg1FGcIN-79X-BvwH5-rNu</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1793406341</pqid></control><display><type>article</type><title>Portable lensless wide-field microscopy imaging platform based on digital inline holography and multi-frame pixel super-resolution</title><source>Nature Free</source><source>DOAJ Directory of Open Access Journals</source><source>Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals</source><source>Springer Nature OA Free Journals</source><creator>Sobieranski, Antonio C ; Inci, Fatih ; Tekin, H Cumhur ; Yuksekkaya, Mehmet ; Comunello, Eros ; Cobra, Daniel ; von Wangenheim, Aldo ; Demirci, Utkan</creator><creatorcontrib>Sobieranski, Antonio C ; Inci, Fatih ; Tekin, H Cumhur ; Yuksekkaya, Mehmet ; Comunello, Eros ; Cobra, Daniel ; von Wangenheim, Aldo ; Demirci, Utkan</creatorcontrib><description>In this paper, an irregular displacement-based lensless wide-field microscopy imaging platform is presented by combining digital in-line holography and computational pixel super-resolution using multi-frame processing. The samples are illuminated by a nearly coherent illumination system, where the hologram shadows are projected into a complementary metal-oxide semiconductor-based imaging sensor. To increase the resolution, a multi-frame pixel resolution approach is employed to produce a single holographic image from multiple frame observations of the scene, with small planar displacements. Displacements are resolved by a hybrid approach: (i) alignment of the LR images by a fast feature-based registration method, and (ii) fine adjustment of the sub-pixel information using a continuous optimization approach designed to find the global optimum solution. Numerical method for phase-retrieval is applied to decode the signal and reconstruct the morphological details of the analyzed sample. The presented approach was evaluated with various biological samples including sperm and platelets, whose dimensions are in the order of a few microns. The obtained results demonstrate a spatial resolution of 1.55 μm on a field-of-view of ≈30 mm
2
.
Diagnostic imaging: holograms on the go
A lensless microscope capable of generating holograms of biotargets with micrometre-scale detail can potentially improve point-of-care medical testing. Digital holography systems that employ ‘shadow imaging’ – projection of 2D spatial signature of a sample onto an electronic detector – instead of lenses are simpler, smaller, and cheaper than conventional holography systems. Dr. Utkan Demirci from Stanford University School of Medicine and colleagues have used this technology to develop a portable bioimaging device through innovations in instrument design, computational image processing and interpretation. The team built a compact setup that records numerous low-resolution shadow images, and then, applied a feature-based registration method to register data onto the same planar domain. Further adjustment of sub-pixel data with a continuous optimization algorithm yielded ultrasharp images of biological samples, including sperm and platelets, at very wide fields of view.</description><identifier>ISSN: 2095-5545</identifier><identifier>ISSN: 2047-7538</identifier><identifier>EISSN: 2047-7538</identifier><identifier>DOI: 10.1038/lsa.2015.119</identifier><identifier>PMID: 29657866</identifier><language>eng</language><publisher>London: Nature Publishing Group UK</publisher><subject>639/624/1107/328 ; 639/624/1107/510 ; Applied and Technical Physics ; Atomic ; Classical and Continuum Physics ; Digital imaging ; Holography ; Imaging ; Lasers ; Mathematical models ; Microscopy ; Molecular ; Optical and Plasma Physics ; Optical Devices ; Optics ; original-article ; Photonics ; Physics ; Physics and Astronomy ; Pixels ; Platforms</subject><ispartof>Light, science & applications, 2015, Vol.4 (10), p.e346-e346</ispartof><rights>The Author(s) 2015</rights><rights>Copyright Nature Publishing Group Oct 2015</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c549t-47d3bb4555bb5672b576b3f8f73f686c446d1ebdb902399bc51fa664b93ba24d3</citedby><cites>FETCH-LOGICAL-c549t-47d3bb4555bb5672b576b3f8f73f686c446d1ebdb902399bc51fa664b93ba24d3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1038/lsa.2015.119$$EPDF$$P50$$Gspringer$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://doi.org/10.1038/lsa.2015.119$$EHTML$$P50$$Gspringer$$Hfree_for_read</linktohtml><link.rule.ids>230,314,776,780,860,881,27901,27902,41096,42165,51551</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/29657866$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Sobieranski, Antonio C</creatorcontrib><creatorcontrib>Inci, Fatih</creatorcontrib><creatorcontrib>Tekin, H Cumhur</creatorcontrib><creatorcontrib>Yuksekkaya, Mehmet</creatorcontrib><creatorcontrib>Comunello, Eros</creatorcontrib><creatorcontrib>Cobra, Daniel</creatorcontrib><creatorcontrib>von Wangenheim, Aldo</creatorcontrib><creatorcontrib>Demirci, Utkan</creatorcontrib><title>Portable lensless wide-field microscopy imaging platform based on digital inline holography and multi-frame pixel super-resolution</title><title>Light, science & applications</title><addtitle>Light Sci Appl</addtitle><addtitle>Light Sci Appl</addtitle><description>In this paper, an irregular displacement-based lensless wide-field microscopy imaging platform is presented by combining digital in-line holography and computational pixel super-resolution using multi-frame processing. The samples are illuminated by a nearly coherent illumination system, where the hologram shadows are projected into a complementary metal-oxide semiconductor-based imaging sensor. To increase the resolution, a multi-frame pixel resolution approach is employed to produce a single holographic image from multiple frame observations of the scene, with small planar displacements. Displacements are resolved by a hybrid approach: (i) alignment of the LR images by a fast feature-based registration method, and (ii) fine adjustment of the sub-pixel information using a continuous optimization approach designed to find the global optimum solution. Numerical method for phase-retrieval is applied to decode the signal and reconstruct the morphological details of the analyzed sample. The presented approach was evaluated with various biological samples including sperm and platelets, whose dimensions are in the order of a few microns. The obtained results demonstrate a spatial resolution of 1.55 μm on a field-of-view of ≈30 mm
2
.
Diagnostic imaging: holograms on the go
A lensless microscope capable of generating holograms of biotargets with micrometre-scale detail can potentially improve point-of-care medical testing. Digital holography systems that employ ‘shadow imaging’ – projection of 2D spatial signature of a sample onto an electronic detector – instead of lenses are simpler, smaller, and cheaper than conventional holography systems. Dr. Utkan Demirci from Stanford University School of Medicine and colleagues have used this technology to develop a portable bioimaging device through innovations in instrument design, computational image processing and interpretation. The team built a compact setup that records numerous low-resolution shadow images, and then, applied a feature-based registration method to register data onto the same planar domain. Further adjustment of sub-pixel data with a continuous optimization algorithm yielded ultrasharp images of biological samples, including sperm and platelets, at very wide fields of view.</description><subject>639/624/1107/328</subject><subject>639/624/1107/510</subject><subject>Applied and Technical Physics</subject><subject>Atomic</subject><subject>Classical and Continuum Physics</subject><subject>Digital imaging</subject><subject>Holography</subject><subject>Imaging</subject><subject>Lasers</subject><subject>Mathematical models</subject><subject>Microscopy</subject><subject>Molecular</subject><subject>Optical and Plasma Physics</subject><subject>Optical Devices</subject><subject>Optics</subject><subject>original-article</subject><subject>Photonics</subject><subject>Physics</subject><subject>Physics and Astronomy</subject><subject>Pixels</subject><subject>Platforms</subject><issn>2095-5545</issn><issn>2047-7538</issn><issn>2047-7538</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2015</creationdate><recordtype>article</recordtype><sourceid>C6C</sourceid><sourceid>BENPR</sourceid><recordid>eNptkU2L1TAUhosozjDOzrUE3Lgw16T5ajaCDH7BgC50HZL2tDdDmtSkVe_WX24udxxGMZsEzsObvHma5iklO0pY9yoUu2sJFTtK9YPmvCVcYSVY9_B41gILwcVZc1nKDalLc0o69bg5a7UUqpPyvPn1OeXVugAoQCwBSkE__AB49BAGNPs-p9Kn5YD8bCcfJ7QEu44pz8jZAgNKEQ1-8qsNyMfgI6B9CmnKdtkfkI01Ygurx2O2M6DF_4SAyrZAxhlKCtvqU3zSPBptKHB5u180X9-9_XL1AV9_ev_x6s017gXXK-ZqYM5xIYRzQqrWCSUdG7tRsVF2sudcDhTc4DRpmdauF3S0UnKnmbMtH9hF8_qUu2xuhqGHuGYbzJJrtXwwyXrz9yT6vZnSdyM63XHCasCL24Ccvm1QVjP70kMINkLaiqFdK7jUiomKPv8HvUlbjrWeoUozTiTjtFIvT9Txl0uG8e4xlJijX1P9mqNfU_1W_Nn9AnfwH5sVwCeg1FGcIN-79X-BvwH5-rNu</recordid><startdate>2015</startdate><enddate>2015</enddate><creator>Sobieranski, Antonio C</creator><creator>Inci, Fatih</creator><creator>Tekin, H Cumhur</creator><creator>Yuksekkaya, Mehmet</creator><creator>Comunello, Eros</creator><creator>Cobra, Daniel</creator><creator>von Wangenheim, Aldo</creator><creator>Demirci, Utkan</creator><general>Nature Publishing Group UK</general><general>Springer Nature B.V</general><scope>C6C</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>88A</scope><scope>88I</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0S</scope><scope>M2P</scope><scope>M7P</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>Q9U</scope><scope>7SP</scope><scope>7U5</scope><scope>8FD</scope><scope>H8D</scope><scope>L7M</scope><scope>5PM</scope></search><sort><creationdate>2015</creationdate><title>Portable lensless wide-field microscopy imaging platform based on digital inline holography and multi-frame pixel super-resolution</title><author>Sobieranski, Antonio C ; Inci, Fatih ; Tekin, H Cumhur ; Yuksekkaya, Mehmet ; Comunello, Eros ; Cobra, Daniel ; von Wangenheim, Aldo ; Demirci, Utkan</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c549t-47d3bb4555bb5672b576b3f8f73f686c446d1ebdb902399bc51fa664b93ba24d3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2015</creationdate><topic>639/624/1107/328</topic><topic>639/624/1107/510</topic><topic>Applied and Technical Physics</topic><topic>Atomic</topic><topic>Classical and Continuum Physics</topic><topic>Digital imaging</topic><topic>Holography</topic><topic>Imaging</topic><topic>Lasers</topic><topic>Mathematical models</topic><topic>Microscopy</topic><topic>Molecular</topic><topic>Optical and Plasma Physics</topic><topic>Optical Devices</topic><topic>Optics</topic><topic>original-article</topic><topic>Photonics</topic><topic>Physics</topic><topic>Physics and Astronomy</topic><topic>Pixels</topic><topic>Platforms</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Sobieranski, Antonio C</creatorcontrib><creatorcontrib>Inci, Fatih</creatorcontrib><creatorcontrib>Tekin, H Cumhur</creatorcontrib><creatorcontrib>Yuksekkaya, Mehmet</creatorcontrib><creatorcontrib>Comunello, Eros</creatorcontrib><creatorcontrib>Cobra, Daniel</creatorcontrib><creatorcontrib>von Wangenheim, Aldo</creatorcontrib><creatorcontrib>Demirci, Utkan</creatorcontrib><collection>Springer Nature OA Free Journals</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Biology Database (Alumni Edition)</collection><collection>Science Database (Alumni Edition)</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>ProQuest Biological Science Collection</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Science Database</collection><collection>Biological Science Database</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>ProQuest Central Basic</collection><collection>Electronics & Communications Abstracts</collection><collection>Solid State and Superconductivity Abstracts</collection><collection>Technology Research Database</collection><collection>Aerospace Database</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Light, science & applications</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Sobieranski, Antonio C</au><au>Inci, Fatih</au><au>Tekin, H Cumhur</au><au>Yuksekkaya, Mehmet</au><au>Comunello, Eros</au><au>Cobra, Daniel</au><au>von Wangenheim, Aldo</au><au>Demirci, Utkan</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Portable lensless wide-field microscopy imaging platform based on digital inline holography and multi-frame pixel super-resolution</atitle><jtitle>Light, science & applications</jtitle><stitle>Light Sci Appl</stitle><addtitle>Light Sci Appl</addtitle><date>2015</date><risdate>2015</risdate><volume>4</volume><issue>10</issue><spage>e346</spage><epage>e346</epage><pages>e346-e346</pages><issn>2095-5545</issn><issn>2047-7538</issn><eissn>2047-7538</eissn><abstract>In this paper, an irregular displacement-based lensless wide-field microscopy imaging platform is presented by combining digital in-line holography and computational pixel super-resolution using multi-frame processing. The samples are illuminated by a nearly coherent illumination system, where the hologram shadows are projected into a complementary metal-oxide semiconductor-based imaging sensor. To increase the resolution, a multi-frame pixel resolution approach is employed to produce a single holographic image from multiple frame observations of the scene, with small planar displacements. Displacements are resolved by a hybrid approach: (i) alignment of the LR images by a fast feature-based registration method, and (ii) fine adjustment of the sub-pixel information using a continuous optimization approach designed to find the global optimum solution. Numerical method for phase-retrieval is applied to decode the signal and reconstruct the morphological details of the analyzed sample. The presented approach was evaluated with various biological samples including sperm and platelets, whose dimensions are in the order of a few microns. The obtained results demonstrate a spatial resolution of 1.55 μm on a field-of-view of ≈30 mm
2
.
Diagnostic imaging: holograms on the go
A lensless microscope capable of generating holograms of biotargets with micrometre-scale detail can potentially improve point-of-care medical testing. Digital holography systems that employ ‘shadow imaging’ – projection of 2D spatial signature of a sample onto an electronic detector – instead of lenses are simpler, smaller, and cheaper than conventional holography systems. Dr. Utkan Demirci from Stanford University School of Medicine and colleagues have used this technology to develop a portable bioimaging device through innovations in instrument design, computational image processing and interpretation. The team built a compact setup that records numerous low-resolution shadow images, and then, applied a feature-based registration method to register data onto the same planar domain. Further adjustment of sub-pixel data with a continuous optimization algorithm yielded ultrasharp images of biological samples, including sperm and platelets, at very wide fields of view.</abstract><cop>London</cop><pub>Nature Publishing Group UK</pub><pmid>29657866</pmid><doi>10.1038/lsa.2015.119</doi><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 2095-5545 |
ispartof | Light, science & applications, 2015, Vol.4 (10), p.e346-e346 |
issn | 2095-5545 2047-7538 2047-7538 |
language | eng |
recordid | cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_5898403 |
source | Nature Free; DOAJ Directory of Open Access Journals; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; Springer Nature OA Free Journals |
subjects | 639/624/1107/328 639/624/1107/510 Applied and Technical Physics Atomic Classical and Continuum Physics Digital imaging Holography Imaging Lasers Mathematical models Microscopy Molecular Optical and Plasma Physics Optical Devices Optics original-article Photonics Physics Physics and Astronomy Pixels Platforms |
title | Portable lensless wide-field microscopy imaging platform based on digital inline holography and multi-frame pixel super-resolution |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-12T23%3A43%3A46IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_pubme&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Portable%20lensless%20wide-field%20microscopy%20imaging%20platform%20based%20on%20digital%20inline%20holography%20and%20multi-frame%20pixel%20super-resolution&rft.jtitle=Light,%20science%20&%20applications&rft.au=Sobieranski,%20Antonio%20C&rft.date=2015&rft.volume=4&rft.issue=10&rft.spage=e346&rft.epage=e346&rft.pages=e346-e346&rft.issn=2095-5545&rft.eissn=2047-7538&rft_id=info:doi/10.1038/lsa.2015.119&rft_dat=%3Cproquest_pubme%3E1825469735%3C/proquest_pubme%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=1793406341&rft_id=info:pmid/29657866&rfr_iscdi=true |