{"id":"https://openalex.org/W4417284291","doi":"https://doi.org/10.1109/tci.2025.3643726","title":"High Temporal-Lateral Resolution Photoacoustic Microscopy Imaging With Dual Branch Graph Induced Fusion Network","display_name":"High Temporal-Lateral Resolution Photoacoustic Microscopy Imaging With Dual Branch Graph Induced Fusion Network","publication_year":2025,"publication_date":"2025-12-12","ids":{"openalex":"https://openalex.org/W4417284291","doi":"https://doi.org/10.1109/tci.2025.3643726"},"language":null,"primary_location":{"id":"doi:10.1109/tci.2025.3643726","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tci.2025.3643726","pdf_url":null,"source":{"id":"https://openalex.org/S4210233665","display_name":"IEEE Transactions on Computational Imaging","issn_l":"2333-9403","issn":["2333-9403","2334-0118","2573-0436"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"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/A5025525806","display_name":"Zhengyuan Zhang","orcid":"https://orcid.org/0000-0001-9178-9243"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Zhengyuan Zhang","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0001-9178-9243","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112423508","display_name":"Xiangjun Yin","orcid":null},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Xiangjun Yin","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-4829-9019","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010951535","display_name":"Zhuoyi Lin","orcid":"https://orcid.org/0000-0003-4942-160X"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Zhuoyi Lin","raw_affiliation_strings":["Institute for Infocomm Research, Agency for Science, Technology and Research (A*STAR), Singapore","Agency for Science, Technology and Research (A&#x002A;STAR), Institute for Infocomm Research, Singapore"],"raw_orcid":"https://orcid.org/0000-0003-4942-160X","affiliations":[{"raw_affiliation_string":"Institute for Infocomm Research, Agency for Science, Technology and Research (A*STAR), Singapore","institution_ids":["https://openalex.org/I115228651","https://openalex.org/I3005327000"]},{"raw_affiliation_string":"Agency for Science, Technology and Research (A&#x002A;STAR), Institute for Infocomm Research, Singapore","institution_ids":["https://openalex.org/I115228651","https://openalex.org/I3005327000"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103107425","display_name":"Wenwen Zhang","orcid":"https://orcid.org/0000-0002-2288-1246"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Wenwen Zhang","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-2288-1246","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042433299","display_name":"Ze Feng","orcid":null},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Ze Feng","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081828689","display_name":"Arunima Sharma","orcid":"https://orcid.org/0000-0001-7219-7509"},"institutions":[{"id":"https://openalex.org/I2799503643","display_name":"Columbia University Irving Medical Center","ror":"https://ror.org/01esghr10","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2799503643"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arunima Sharma","raw_affiliation_strings":["Department of Radiology, Columbia University Irving Medical Center, New York, NY, USA","Department of Radiology, Columbia University Irving Medical Center, New York, USA"],"raw_orcid":"https://orcid.org/0000-0001-7219-7509","affiliations":[{"raw_affiliation_string":"Department of Radiology, Columbia University Irving Medical Center, New York, NY, USA","institution_ids":["https://openalex.org/I2799503643"]},{"raw_affiliation_string":"Department of Radiology, Columbia University Irving Medical Center, New York, USA","institution_ids":["https://openalex.org/I2799503643"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050886287","display_name":"Manojit Pramanik","orcid":"https://orcid.org/0000-0003-2865-5714"},"institutions":[{"id":"https://openalex.org/I173911158","display_name":"Iowa State University","ror":"https://ror.org/04rswrd78","country_code":"US","type":"education","lineage":["https://openalex.org/I173911158"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Manojit Pramanik","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Iowa State University, Ames, IA, USA","Department of Electrical and Computer Engineering, Iowa State University, Ames, Iowa, USA"],"raw_orcid":"https://orcid.org/0000-0003-2865-5714","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Iowa State University, Ames, IA, USA","institution_ids":["https://openalex.org/I173911158"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Iowa State University, Ames, Iowa, USA","institution_ids":["https://openalex.org/I173911158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051264473","display_name":"Chia\u2010Wen Lin","orcid":"https://orcid.org/0000-0002-9097-2318"},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chia-Wen Lin","raw_affiliation_strings":["Department of Electrical Engineering, National Tsing Hua University, Hsinchu, Taiwan"],"raw_orcid":"https://orcid.org/0000-0002-9097-2318","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Tsing Hua University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"last","author":{"id":null,"display_name":"Yuanjin Zheng","orcid":"https://orcid.org/0000-0002-5768-367X"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yuanjin Zheng","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-5768-367X","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3419,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.59663872,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"12","issue":null,"first_page":"73","last_page":"85"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":0.9959999918937683,"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":0.9959999918937683,"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":0.0017000000225380063,"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/T10782","display_name":"Nanoplatforms for cancer theranostics","score":0.0003000000142492354,"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/image-resolution","display_name":"Image resolution","score":0.5212000012397766},{"id":"https://openalex.org/keywords/image-fusion","display_name":"Image fusion","score":0.47600001096725464},{"id":"https://openalex.org/keywords/frame-rate","display_name":"Frame rate","score":0.454800009727478},{"id":"https://openalex.org/keywords/penetration-depth","display_name":"Penetration depth","score":0.4339999854564667},{"id":"https://openalex.org/keywords/fuse","display_name":"Fuse (electrical)","score":0.414900004863739},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.3903000056743622},{"id":"https://openalex.org/keywords/raster-scan","display_name":"Raster scan","score":0.38600000739097595},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.366100013256073},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.3621000051498413}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.595300018787384},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.5212000012397766},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5091999769210815},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4837000072002411},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.47600001096725464},{"id":"https://openalex.org/C3261483","wikidata":"https://www.wikidata.org/wiki/Q119565","display_name":"Frame rate","level":2,"score":0.454800009727478},{"id":"https://openalex.org/C193493375","wikidata":"https://www.wikidata.org/wiki/Q1306232","display_name":"Penetration depth","level":2,"score":0.4339999854564667},{"id":"https://openalex.org/C141353440","wikidata":"https://www.wikidata.org/wiki/Q182221","display_name":"Fuse (electrical)","level":2,"score":0.414900004863739},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.40220001339912415},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.3903000056743622},{"id":"https://openalex.org/C145406643","wikidata":"https://www.wikidata.org/wiki/Q2641959","display_name":"Raster scan","level":2,"score":0.38600000739097595},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.366100013256073},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.3621000051498413},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.3562000095844269},{"id":"https://openalex.org/C54932901","wikidata":"https://www.wikidata.org/wiki/Q7187705","display_name":"Photoacoustic imaging in biomedicine","level":2,"score":0.35589998960494995},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.32260000705718994},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.3109000027179718},{"id":"https://openalex.org/C181844469","wikidata":"https://www.wikidata.org/wiki/Q182270","display_name":"Raster graphics","level":2,"score":0.3059000074863434},{"id":"https://openalex.org/C76935873","wikidata":"https://www.wikidata.org/wiki/Q209121","display_name":"Image sensor","level":2,"score":0.30570000410079956},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.29679998755455017},{"id":"https://openalex.org/C3020199158","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"High resolution","level":2,"score":0.29089999198913574},{"id":"https://openalex.org/C80107235","wikidata":"https://www.wikidata.org/wiki/Q7162625","display_name":"Penetration (warfare)","level":2,"score":0.29010000824928284},{"id":"https://openalex.org/C163716698","wikidata":"https://www.wikidata.org/wiki/Q841267","display_name":"Tomography","level":2,"score":0.28619998693466187},{"id":"https://openalex.org/C147080431","wikidata":"https://www.wikidata.org/wiki/Q1074953","display_name":"Microscopy","level":2,"score":0.2847000062465668},{"id":"https://openalex.org/C10929652","wikidata":"https://www.wikidata.org/wiki/Q7279985","display_name":"Radar imaging","level":3,"score":0.2808000147342682},{"id":"https://openalex.org/C130277099","wikidata":"https://www.wikidata.org/wiki/Q3676605","display_name":"Figure of merit","level":2,"score":0.27250000834465027},{"id":"https://openalex.org/C119666444","wikidata":"https://www.wikidata.org/wiki/Q5977280","display_name":"Temporal resolution","level":2,"score":0.2718000113964081},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.26190000772476196},{"id":"https://openalex.org/C165998758","wikidata":"https://www.wikidata.org/wiki/Q1038886","display_name":"Imaging technology","level":2,"score":0.2583000063896179},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.257099986076355},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.2506999969482422}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tci.2025.3643726","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tci.2025.3643726","pdf_url":null,"source":{"id":"https://openalex.org/S4210233665","display_name":"IEEE Transactions on Computational Imaging","issn_l":"2333-9403","issn":["2333-9403","2334-0118","2573-0436"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Imaging","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8130580793","display_name":null,"funder_award_id":"MOE-T2EP30123-0019","funder_id":"https://openalex.org/F4320312071","funder_display_name":"Ministry of Education, Libya"}],"funders":[{"id":"https://openalex.org/F4320312071","display_name":"Ministry of Education, Libya","ror":"https://ror.org/02w030k33"},{"id":"https://openalex.org/F4320320751","display_name":"Ministry of Education - Singapore","ror":"https://ror.org/01kcva023"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W2030964111","https://openalex.org/W2038522815","https://openalex.org/W2051884756","https://openalex.org/W2068926508","https://openalex.org/W2333144807","https://openalex.org/W2500522403","https://openalex.org/W2587821164","https://openalex.org/W2751563926","https://openalex.org/W2788992407","https://openalex.org/W2953129827","https://openalex.org/W2974799347","https://openalex.org/W2999501504","https://openalex.org/W3017805480","https://openalex.org/W3025806813","https://openalex.org/W3085814690","https://openalex.org/W3093434218","https://openalex.org/W3097635969","https://openalex.org/W3122128900","https://openalex.org/W3130430231","https://openalex.org/W3144906631","https://openalex.org/W3157555184","https://openalex.org/W3188034350","https://openalex.org/W3195433969","https://openalex.org/W3207918547","https://openalex.org/W3208997990","https://openalex.org/W3216710352","https://openalex.org/W4205986750","https://openalex.org/W4224439969","https://openalex.org/W4283828691","https://openalex.org/W4285820332","https://openalex.org/W4309270023","https://openalex.org/W4310506357","https://openalex.org/W4312990878","https://openalex.org/W4362454500","https://openalex.org/W4379108700","https://openalex.org/W4382877880","https://openalex.org/W4386797345","https://openalex.org/W4400686432","https://openalex.org/W4406258386","https://openalex.org/W4407638262","https://openalex.org/W4409019016","https://openalex.org/W4410583273"],"related_works":[],"abstract_inverted_index":{"Photoacoustic":[0],"microscopy":[1],"(PAM)":[2],"is":[3,17,144,192,224,233,245],"a":[4,139,148,153,184,219],"novel":[5,185],"implementation":[6],"of":[7,22,48,55,64,242],"photoacoustic":[8],"imaging":[9,37,92,202,211,222,230],"(PAI)":[10],"for":[11,122],"visualizing":[12],"the":[13,23,44,53,61,65,102,107,123,170,206,221,229,238],"3D":[14],"bio-structure,":[15],"which":[16,59,93,146],"realized":[18],"by":[19,77,215],"raster":[20],"scanning":[21],"tissue.":[24],"However,":[25],"temporal":[26,112],"resolution,":[27,29,87,118],"lateral":[28,86,103,117,231],"and":[30,79,105,119,136,152,175,187,204,228],"penetration":[31,96,121,240],"depth,":[32],"as":[33,213],"three":[34],"involved":[35],"critical":[36],"parameters,":[38,58],"have":[39],"mutual":[40],"effect":[41,199],"to":[42,73,100,157,167,200,209],"one":[43,49],"other.":[45],"The":[46],"improvement":[47],"parameter":[50],"results":[51],"in":[52],"degradation":[54],"other":[56],"two":[57,182],"constrains":[60],"overall":[62],"performance":[63],"PAM":[66,124],"system.":[67],"In":[68],"this":[69],"work,":[70],"we":[71,98],"propose":[72],"break":[74],"these":[75,181],"limitations":[76],"hardware":[78],"software":[80],"co":[81],"design.":[82],"Starting":[83],"with":[84],"low":[85,88,176],"sampling":[89],"rate":[90],"AR-PAM":[91,243],"possesses":[94],"deep":[95,120,239],"capability,":[97],"aim":[99],"enhance":[101,201],"resolution":[104,113,150,203,232],"upscale":[106],"images,":[108],"so":[109],"that":[110],"high":[111,116,149,154,171],"(scanning":[114],"speed),":[115],"system":[125],"can":[126],"be":[127],"achieved.":[128],"Considering":[129],"huge":[130],"information":[131,161,174],"gap":[132],"between":[133],"input":[134],"image":[135],"target":[137],"image,":[138],"dedicated":[140],"dual":[141],"branch":[142,151,156],"network":[143],"proposed,":[145],"includes":[147],"speed":[155,223],"fully":[158],"extract":[159],"embedded":[160],"from":[162,180],"training":[163],"data.":[164],"What's":[165],"more,":[166],"effectively":[168],"fuse":[169],"level":[172,177],"semantic":[173],"spatial":[178],"details":[179],"branches,":[183],"self-attention":[186],"graph":[188],"induced":[189],"fusion":[190],"module":[191,195],"designed.":[193],"This":[194],"significantly":[196],"eliminates":[197],"blurring":[198],"amplifies":[205],"true":[207],"signal":[208],"increase":[210],"contrast,":[212],"proved":[214],"comparison":[216],"algorithms.":[217],"As":[218],"result,":[220],"increased":[225],"16\u00d7":[226],"times":[227],"improved":[234],"5\u00d7":[235],"times,":[236],"while":[237],"merit":[241],"modality":[244],"still":[246],"reserved.":[247]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-12-12T00:00:00"}
