{"id":"https://openalex.org/W2980101931","doi":"https://doi.org/10.1109/embc.2019.8856290","title":"Accelerated Photoacoustic Tomography Reconstruction via Recurrent Inference Machines","display_name":"Accelerated Photoacoustic Tomography Reconstruction via Recurrent Inference Machines","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2980101931","doi":"https://doi.org/10.1109/embc.2019.8856290","mag":"2980101931","pmid":"https://pubmed.ncbi.nlm.nih.gov/31947300"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2019.8856290","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2019.8856290","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 41st 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/A5102214330","display_name":"Changchun Yang","orcid":"https://orcid.org/0000-0002-7932-1952"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Changchun Yang","raw_affiliation_strings":["Hybrid Imaging System Laboratory, ShanghaiTech University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Hybrid Imaging System Laboratory, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076490648","display_name":"Hengrong Lan","orcid":"https://orcid.org/0000-0002-3532-5740"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hengrong Lan","raw_affiliation_strings":["Hybrid Imaging System Laboratory, ShanghaiTech University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Hybrid Imaging System Laboratory, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065734652","display_name":"Fei Gao","orcid":"https://orcid.org/0000-0001-7524-1499"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Gao","raw_affiliation_strings":["Hybrid Imaging System Laboratory, ShanghaiTech University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Hybrid Imaging System Laboratory, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5102214330"],"corresponding_institution_ids":["https://openalex.org/I30809798"],"apc_list":null,"apc_paid":null,"fwci":1.0759,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.75525886,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"2019","issue":null,"first_page":"6371","last_page":"6374"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":1.0,"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/T11856","display_name":"Thermography and Photoacoustic Techniques","score":0.98089998960495,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9660000205039978,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.7319155335426331},{"id":"https://openalex.org/keywords/inverse-problem","display_name":"Inverse problem","score":0.7064157724380493},{"id":"https://openalex.org/keywords/photoacoustic-imaging-in-biomedicine","display_name":"Photoacoustic imaging in biomedicine","score":0.6917499303817749},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6709688305854797},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.635915994644165},{"id":"https://openalex.org/keywords/photoacoustic-tomography","display_name":"Photoacoustic tomography","score":0.5984320640563965},{"id":"https://openalex.org/keywords/tomography","display_name":"Tomography","score":0.5222076773643494},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.48799505829811096},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4439050257205963},{"id":"https://openalex.org/keywords/iterative-method","display_name":"Iterative method","score":0.4176446497440338},{"id":"https://openalex.org/keywords/reconstruction-algorithm","display_name":"Reconstruction algorithm","score":0.41676419973373413},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3844943046569824},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21020355820655823},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.13462328910827637},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07187432050704956}],"concepts":[{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.7319155335426331},{"id":"https://openalex.org/C135252773","wikidata":"https://www.wikidata.org/wiki/Q1567213","display_name":"Inverse problem","level":2,"score":0.7064157724380493},{"id":"https://openalex.org/C54932901","wikidata":"https://www.wikidata.org/wiki/Q7187705","display_name":"Photoacoustic imaging in biomedicine","level":2,"score":0.6917499303817749},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6709688305854797},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.635915994644165},{"id":"https://openalex.org/C109592283","wikidata":"https://www.wikidata.org/wiki/Q7187705","display_name":"Photoacoustic tomography","level":3,"score":0.5984320640563965},{"id":"https://openalex.org/C163716698","wikidata":"https://www.wikidata.org/wiki/Q841267","display_name":"Tomography","level":2,"score":0.5222076773643494},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.48799505829811096},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4439050257205963},{"id":"https://openalex.org/C159694833","wikidata":"https://www.wikidata.org/wiki/Q2321565","display_name":"Iterative method","level":2,"score":0.4176446497440338},{"id":"https://openalex.org/C2779898584","wikidata":"https://www.wikidata.org/wiki/Q7820109","display_name":"Reconstruction algorithm","level":3,"score":0.41676419973373413},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3844943046569824},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21020355820655823},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.13462328910827637},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07187432050704956},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[{"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":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014054","descriptor_name":"Tomography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014054","descriptor_name":"Tomography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014054","descriptor_name":"Tomography","qualifier_ui":null,"qualifier_name":null,"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":"D061088","descriptor_name":"Photoacoustic Techniques","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D061088","descriptor_name":"Photoacoustic Techniques","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D061088","descriptor_name":"Photoacoustic Techniques","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc.2019.8856290","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2019.8856290","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:31947300","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31947300","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":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1665214252","https://openalex.org/W1901129140","https://openalex.org/W2046277770","https://openalex.org/W2075353800","https://openalex.org/W2150769593","https://openalex.org/W2157048271","https://openalex.org/W2157331557","https://openalex.org/W2162473564","https://openalex.org/W2254593679","https://openalex.org/W2254810932","https://openalex.org/W2271840356","https://openalex.org/W2521774270","https://openalex.org/W2600720824","https://openalex.org/W2607406448","https://openalex.org/W2626454479","https://openalex.org/W2751563926","https://openalex.org/W2793419304","https://openalex.org/W2795489733","https://openalex.org/W2803224943","https://openalex.org/W2804364574","https://openalex.org/W2962772482","https://openalex.org/W2963755523","https://openalex.org/W3100262255","https://openalex.org/W3101765447","https://openalex.org/W3105608734","https://openalex.org/W6637242042","https://openalex.org/W6752307458","https://openalex.org/W7015054489"],"related_works":["https://openalex.org/W185212687","https://openalex.org/W2385606564","https://openalex.org/W4254983495","https://openalex.org/W2143469673","https://openalex.org/W2979918394","https://openalex.org/W2906414965","https://openalex.org/W4240471746","https://openalex.org/W2613560565","https://openalex.org/W4386447625","https://openalex.org/W1964555484"],"abstract_inverted_index":{"Accelerated":[0],"photoacoustic":[1,9,22],"tomography":[2],"(PAT)":[3],"reconstruction":[4,16],"is":[5,35,99],"important":[6],"for":[7,45,71],"real-time":[8],"imaging":[10],"(PAI)":[11],"applications.":[12],"PAT":[13,72,90,113],"requires":[14],"a":[15,52,69,95],"algorithm":[17],"to":[18,26,61,84],"reconstruct":[19],"the":[20,28,32,42,47,63,86,92],"detected":[21,29],"signal":[23],"in":[24,89,106,124],"order":[25],"obtain":[27],"image":[30],"of":[31],"tissue,":[33],"which":[34],"usually":[36],"an":[37,56,77],"inverse":[38,48,87],"problem.":[39],"Different":[40],"from":[41,94],"typical":[43],"method":[44,109,118],"solving":[46],"problems":[49],"that":[50,98],"defines":[51],"model":[53,75,97],"and":[54,81,115],"chooses":[55],"inference":[57],"procedure,":[58],"we":[59],"propose":[60],"use":[62],"Recurrent":[64],"Inference":[65],"Machines":[66],"(RIM)":[67],"as":[68],"framework":[70],"reconstruction.":[73],"Our":[74],"performs":[76],"accelerated":[78],"iterative":[79],"reconstruction,":[80,114],"directly":[82],"learns":[83],"solve":[85],"problem":[88],"using":[91],"information":[93],"forward":[96],"based":[100,119],"on":[101,120],"k-space":[102],"methods.":[103],"As":[104],"shown":[105],"experiments,":[107],"our":[108],"achieves":[110],"faster":[111],"high-resolution":[112],"outperforms":[116],"another":[117],"deep":[121],"neural":[122],"network":[123],"some":[125],"respects.":[126]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
