{"id":"https://openalex.org/W4405491668","doi":"https://doi.org/10.1109/embc53108.2024.10782981","title":"Monotone Accelerated Proximal Gradient Network For Bioluminescence Tomography Reconstruction","display_name":"Monotone Accelerated Proximal Gradient Network For Bioluminescence Tomography Reconstruction","publication_year":2024,"publication_date":"2024-07-15","ids":{"openalex":"https://openalex.org/W4405491668","doi":"https://doi.org/10.1109/embc53108.2024.10782981","pmid":"https://pubmed.ncbi.nlm.nih.gov/40040028"},"language":"en","primary_location":{"id":"doi:10.1109/embc53108.2024.10782981","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc53108.2024.10782981","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034227844","display_name":"Heng Zhang","orcid":"https://orcid.org/0000-0002-1011-0137"},"institutions":[{"id":"https://openalex.org/I37802460","display_name":"Northwest University","ror":"https://ror.org/00z3td547","country_code":"CN","type":"education","lineage":["https://openalex.org/I37802460"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Heng Zhang","raw_affiliation_strings":["Northwest University,School of Information Sciences and Technology,Xian,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwest University,School of Information Sciences and Technology,Xian,China","institution_ids":["https://openalex.org/I37802460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060690411","display_name":"Xiaowei He","orcid":"https://orcid.org/0000-0003-2126-178X"},"institutions":[{"id":"https://openalex.org/I37802460","display_name":"Northwest University","ror":"https://ror.org/00z3td547","country_code":"CN","type":"education","lineage":["https://openalex.org/I37802460"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaowei He","raw_affiliation_strings":["Northwest University,School of Information Sciences and Technology,Xian,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwest University,School of Information Sciences and Technology,Xian,China","institution_ids":["https://openalex.org/I37802460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023803974","display_name":"Hongbo Guo","orcid":"https://orcid.org/0000-0003-2035-874X"},"institutions":[{"id":"https://openalex.org/I37802460","display_name":"Northwest University","ror":"https://ror.org/00z3td547","country_code":"CN","type":"education","lineage":["https://openalex.org/I37802460"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongbo Guo","raw_affiliation_strings":["Northwest University,School of Information Sciences and Technology,Xian,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwest University,School of Information Sciences and Technology,Xian,China","institution_ids":["https://openalex.org/I37802460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021027241","display_name":"Shuangchen Li","orcid":"https://orcid.org/0000-0002-0021-6907"},"institutions":[{"id":"https://openalex.org/I37802460","display_name":"Northwest University","ror":"https://ror.org/00z3td547","country_code":"CN","type":"education","lineage":["https://openalex.org/I37802460"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuangchen Li","raw_affiliation_strings":["Northwest University,School of Information Sciences and Technology,Xian,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwest University,School of Information Sciences and Technology,Xian,China","institution_ids":["https://openalex.org/I37802460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061458791","display_name":"Wei De","orcid":"https://orcid.org/0000-0002-9207-6461"},"institutions":[{"id":"https://openalex.org/I37802460","display_name":"Northwest University","ror":"https://ror.org/00z3td547","country_code":"CN","type":"education","lineage":["https://openalex.org/I37802460"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"De Wei","raw_affiliation_strings":["Northwest University,School of Information Sciences and Technology,Xian,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwest University,School of Information Sciences and Technology,Xian,China","institution_ids":["https://openalex.org/I37802460"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101152067","display_name":"Yuqing Hou","orcid":null},"institutions":[{"id":"https://openalex.org/I37802460","display_name":"Northwest University","ror":"https://ror.org/00z3td547","country_code":"CN","type":"education","lineage":["https://openalex.org/I37802460"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuqing Hou","raw_affiliation_strings":["Northwest University,School of Information Sciences and Technology,Xian,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwest University,School of Information Sciences and Technology,Xian,China","institution_ids":["https://openalex.org/I37802460"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5034227844"],"corresponding_institution_ids":["https://openalex.org/I37802460"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.40219868,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2024","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10977","display_name":"Optical Imaging and Spectroscopy Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10977","display_name":"Optical Imaging and Spectroscopy Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11324","display_name":"Spectroscopy Techniques in Biomedical and Chemical Research","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/bioluminescence","display_name":"Bioluminescence","score":0.7235119342803955},{"id":"https://openalex.org/keywords/tomography","display_name":"Tomography","score":0.5952437520027161},{"id":"https://openalex.org/keywords/monotone-polygon","display_name":"Monotone polygon","score":0.5076452493667603},{"id":"https://openalex.org/keywords/computed-tomography","display_name":"Computed tomography","score":0.42633140087127686},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4034002125263214},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23789441585540771},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.23534825444221497},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.23426192998886108},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.16473904252052307},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.15777435898780823},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.11670911312103271},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.10736176371574402},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.10037142038345337}],"concepts":[{"id":"https://openalex.org/C5176359","wikidata":"https://www.wikidata.org/wiki/Q179924","display_name":"Bioluminescence","level":2,"score":0.7235119342803955},{"id":"https://openalex.org/C163716698","wikidata":"https://www.wikidata.org/wiki/Q841267","display_name":"Tomography","level":2,"score":0.5952437520027161},{"id":"https://openalex.org/C2834757","wikidata":"https://www.wikidata.org/wiki/Q4925424","display_name":"Monotone polygon","level":2,"score":0.5076452493667603},{"id":"https://openalex.org/C544519230","wikidata":"https://www.wikidata.org/wiki/Q32566","display_name":"Computed tomography","level":2,"score":0.42633140087127686},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4034002125263214},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23789441585540771},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.23534825444221497},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.23426192998886108},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.16473904252052307},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.15777435898780823},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.11670911312103271},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.10736176371574402},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.10037142038345337}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008163","descriptor_name":"Luminescent Measurements","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008163","descriptor_name":"Luminescent Measurements","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008163","descriptor_name":"Luminescent Measurements","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D014054","descriptor_name":"Tomography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D014054","descriptor_name":"Tomography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D019047","descriptor_name":"Phantoms, Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019047","descriptor_name":"Phantoms, Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019047","descriptor_name":"Phantoms, Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D041622","descriptor_name":"Tomography, Optical","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D041622","descriptor_name":"Tomography, Optical","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D041622","descriptor_name":"Tomography, Optical","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc53108.2024.10782981","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc53108.2024.10782981","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:40040028","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40040028","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1989541248","https://openalex.org/W2017062848","https://openalex.org/W2018131897","https://openalex.org/W2022211302","https://openalex.org/W2179996545","https://openalex.org/W2184634347","https://openalex.org/W2742434802","https://openalex.org/W2900261310","https://openalex.org/W3014772244","https://openalex.org/W3119334398","https://openalex.org/W3133902371","https://openalex.org/W3213855384","https://openalex.org/W4226100336","https://openalex.org/W4297733535","https://openalex.org/W6686534882"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4242756351","https://openalex.org/W4255900465","https://openalex.org/W2317871912","https://openalex.org/W2056160820","https://openalex.org/W2750925568","https://openalex.org/W4230695690","https://openalex.org/W153992689"],"abstract_inverted_index":{"Bioluminescence":[0],"tomography":[1,72,144],"(BLT)":[2],"is":[3,34,116],"a":[4,117,134],"noninvasive":[5],"technique":[6],"designed":[7],"to":[8,95,122],"enable":[9],"three-dimensional":[10],"(3D)":[11],"visualization":[12],"and":[13,27,41,55,82,100,154,174],"quantification":[14],"of":[15,29,78,86,126,150,176],"viable":[16],"tumor":[17],"cells":[18],"in":[19,70,112,129],"living":[20],"organisms.":[21],"However,":[22,74],"despite":[23],"the":[24,37,75,79,83,92,97,106,113,124,148,151,162,166,172,177,184],"excellent":[25,188],"sensitivity":[26],"specificity":[28],"bioluminescence":[30,143],"imaging":[31],"(BLI),":[32],"BLT":[33,114],"limited":[35],"by":[36,146],"photon":[38],"scattering":[39],"effect":[40],"ill-posed":[42],"inverse":[43],"problem.":[44],"To":[45],"overcome":[46],"this":[47,127,130],"problem,":[48,128],"regularization":[49,80,152],"algorithms":[50],"have":[51,66,90],"been":[52],"widely":[53],"studied":[54],"achieved":[56],"impressive":[57],"results.":[58],"Recently,":[59],"reconstruction":[60,98,145],"approaches":[61],"based":[62],"on":[63],"deep":[64,87],"learning":[65,88],"shown":[67],"great":[68],"potential":[69],"optical":[71],"modalities.":[73],"parameter":[76],"selection":[77],"algorithm":[81],"poor":[84],"interpretability":[85,175],"methods":[89,168],"become":[91],"key":[93],"factors":[94],"affect":[96],"results":[99],"hinder":[101],"its":[102],"applicability.":[103],"In":[104],"addition,":[105],"spatial":[107],"relationship":[108],"between":[109],"adjacent":[110],"elements":[111],"data":[115],"classical":[118],"non-Euclidean":[119],"data.":[120],"Therefore,":[121],"mitigate":[123],"effects":[125],"paper,":[131],"we":[132],"proposed":[133,185],"novel":[135],"Monotone":[136],"accelerated":[137],"proximal":[138],"gradient":[139],"network":[140,186],"(MAPG-net)":[141],"for":[142],"combining":[147],"advantages":[149],"method":[153],"Graph":[155],"attention":[156],"(GAT).":[157],"The":[158,179],"MAPG-net":[159],"naturally":[160],"inherits":[161],"solution":[163],"constraints":[164],"from":[165],"regularization-based":[167],"framework,":[169],"thus":[170],"enhancing":[171],"stability":[173],"network.":[178],"numerical":[180],"experiments":[181],"confirmed":[182],"that":[183],"has":[187],"performance.":[189]},"counts_by_year":[],"updated_date":"2026-05-02T08:42:23.175194","created_date":"2025-10-10T00:00:00"}
