{"id":"https://openalex.org/W4389537647","doi":"https://doi.org/10.1109/embc40787.2023.10340096","title":"Artificial Intelligence Assisted Multi-modal Photoacoustic-Ultrasound Imaging for Studying Renal Tissue Function and Hemodynamics","display_name":"Artificial Intelligence Assisted Multi-modal Photoacoustic-Ultrasound Imaging for Studying Renal Tissue Function and Hemodynamics","publication_year":2023,"publication_date":"2023-07-24","ids":{"openalex":"https://openalex.org/W4389537647","doi":"https://doi.org/10.1109/embc40787.2023.10340096","pmid":"https://pubmed.ncbi.nlm.nih.gov/38083231"},"language":"en","primary_location":{"id":"doi:10.1109/embc40787.2023.10340096","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/embc40787.2023.10340096","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 45th Annual International Conference of the IEEE Engineering in Medicine & 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/A5102333620","display_name":"Sumana Halder","orcid":"https://orcid.org/0009-0009-7223-0853"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Sumana Halder","raw_affiliation_strings":["Indian Institute of Technology Kharagpur,School of Medical Science and Technology,Kharagpur,India,PIN-721302"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Kharagpur,School of Medical Science and Technology,Kharagpur,India,PIN-721302","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020909311","display_name":"Sankalp Patidar","orcid":null},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sankalp Patidar","raw_affiliation_strings":["IIT Kharagpur,Department of Biotechnology,Kharagpur,India","Department of Biotechnology, IIT Kharagpur, Kharagpur, India"],"affiliations":[{"raw_affiliation_string":"IIT Kharagpur,Department of Biotechnology,Kharagpur,India","institution_ids":["https://openalex.org/I145894827"]},{"raw_affiliation_string":"Department of Biotechnology, IIT Kharagpur, Kharagpur, India","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011775680","display_name":"Koel Chaudhury","orcid":"https://orcid.org/0000-0001-8739-5110"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Koel Chaudhury","raw_affiliation_strings":["Indian Institute of Technology Kharagpur,School of Medical Science and Technology,Kharagpur,India,PIN-721302"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Kharagpur,School of Medical Science and Technology,Kharagpur,India,PIN-721302","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030249756","display_name":"Subhamoy Mandal","orcid":"https://orcid.org/0000-0002-6032-554X"},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"id":"https://openalex.org/I17937529","display_name":"German Cancer Research Center","ror":"https://ror.org/04cdgtt98","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529"]},{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["DE","IN"],"is_corresponding":false,"raw_author_name":"Subhamoy Mandal","raw_affiliation_strings":["IIT Kharagpur,School of Medical Science and Technology,Kharagpur,India","School of Medical Science and Technology, IIT Kharagpur, Kharagpur, India","Division of Medical Physics, German Cancer Research Center (DKFZ), Heidelberg, Germany"],"affiliations":[{"raw_affiliation_string":"IIT Kharagpur,School of Medical Science and Technology,Kharagpur,India","institution_ids":["https://openalex.org/I145894827"]},{"raw_affiliation_string":"School of Medical Science and Technology, IIT Kharagpur, Kharagpur, India","institution_ids":["https://openalex.org/I145894827"]},{"raw_affiliation_string":"Division of Medical Physics, German Cancer Research Center (DKFZ), Heidelberg, Germany","institution_ids":["https://openalex.org/I17937529","https://openalex.org/I223822909"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5102333620"],"corresponding_institution_ids":["https://openalex.org/I145894827"],"apc_list":null,"apc_paid":null,"fwci":0.1124,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.42846081,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"2023","issue":null,"first_page":"1","last_page":"4"},"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/T10977","display_name":"Optical Imaging and Spectroscopy Techniques","score":0.9865999817848206,"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/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9699000120162964,"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/modality","display_name":"Modality (human\u2013computer interaction)","score":0.7059426307678223},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.5743420720100403},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5393981337547302},{"id":"https://openalex.org/keywords/ultrasound","display_name":"Ultrasound","score":0.5158552527427673},{"id":"https://openalex.org/keywords/positron-emission-tomography","display_name":"Positron emission tomography","score":0.4972861111164093},{"id":"https://openalex.org/keywords/functional-imaging","display_name":"Functional imaging","score":0.4929618835449219},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48694145679473877},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.4765511155128479},{"id":"https://openalex.org/keywords/contrast-enhanced-ultrasound","display_name":"Contrast-enhanced ultrasound","score":0.4106214940547943},{"id":"https://openalex.org/keywords/biomedical-engineering","display_name":"Biomedical engineering","score":0.40727493166923523},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.3837057948112488},{"id":"https://openalex.org/keywords/medical-physics","display_name":"Medical physics","score":0.3644596338272095},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.31154775619506836}],"concepts":[{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.7059426307678223},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.5743420720100403},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5393981337547302},{"id":"https://openalex.org/C143753070","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Ultrasound","level":2,"score":0.5158552527427673},{"id":"https://openalex.org/C2775842073","wikidata":"https://www.wikidata.org/wiki/Q208376","display_name":"Positron emission tomography","level":2,"score":0.4972861111164093},{"id":"https://openalex.org/C182752723","wikidata":"https://www.wikidata.org/wiki/Q1474590","display_name":"Functional imaging","level":2,"score":0.4929618835449219},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48694145679473877},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.4765511155128479},{"id":"https://openalex.org/C2779585989","wikidata":"https://www.wikidata.org/wiki/Q500458","display_name":"Contrast-enhanced ultrasound","level":3,"score":0.4106214940547943},{"id":"https://openalex.org/C136229726","wikidata":"https://www.wikidata.org/wiki/Q327092","display_name":"Biomedical engineering","level":1,"score":0.40727493166923523},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.3837057948112488},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.3644596338272095},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.31154775619506836},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000072078","descriptor_name":"Positron Emission Tomography Computed Tomography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D000072078","descriptor_name":"Positron Emission Tomography Computed Tomography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D000072078","descriptor_name":"Positron Emission Tomography Computed Tomography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D000072078","descriptor_name":"Positron Emission Tomography Computed Tomography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D000072078","descriptor_name":"Positron Emission Tomography Computed Tomography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"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":"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":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006439","descriptor_name":"Hemodynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006439","descriptor_name":"Hemodynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006439","descriptor_name":"Hemodynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006439","descriptor_name":"Hemodynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006439","descriptor_name":"Hemodynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D064847","descriptor_name":"Multimodal Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D064847","descriptor_name":"Multimodal Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D064847","descriptor_name":"Multimodal Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D064847","descriptor_name":"Multimodal Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D064847","descriptor_name":"Multimodal Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc40787.2023.10340096","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/embc40787.2023.10340096","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:38083231","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38083231","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W869866783","https://openalex.org/W1751143965","https://openalex.org/W2040640019","https://openalex.org/W2092794148","https://openalex.org/W2129906459","https://openalex.org/W2173217658","https://openalex.org/W2277579687","https://openalex.org/W2339398025","https://openalex.org/W2487024307","https://openalex.org/W2615683994","https://openalex.org/W2802232587","https://openalex.org/W2971141870","https://openalex.org/W3047822139","https://openalex.org/W3103029346","https://openalex.org/W4280572082","https://openalex.org/W4285008703"],"related_works":["https://openalex.org/W73545470","https://openalex.org/W4224266612","https://openalex.org/W2383394264","https://openalex.org/W4320153225","https://openalex.org/W4293261942","https://openalex.org/W3125968744","https://openalex.org/W2004831463","https://openalex.org/W2167701463","https://openalex.org/W2110287964","https://openalex.org/W4307407935"],"abstract_inverted_index":{"Combined":[0],"functional-anatomic":[1],"imaging":[2,31,62,133,150,176],"modalities,":[3],"which":[4,155],"integrate":[5],"the":[6,14,23,52,72,76,116,127,143,146,163,171,185],"benefits":[7],"of":[8,19,25,129,142,145,170],"visualizing":[9],"gross":[10],"anatomy":[11],"along":[12],"with":[13,96,105],"functional":[15,160],"or":[16],"metabolic":[17],"information":[18,114,161],"tissue":[20,112],"has":[21,88,152],"revolutionized":[22],"world":[24],"medical":[26],"imaging.":[27,50],"However,":[28],"such":[29],"existing":[30,175],"modalities":[32,177],"are":[33],"very":[34],"costly.":[35],"An":[36],"alternative":[37],"option":[38],"could":[39],"be":[40],"a":[41,97],"hybrid":[42],"modality":[43,134,187],"combining":[44],"contrast-enhanced":[45],"ultrasound,":[46],"doppler":[47,106],"and":[48,111,159,168,192],"photoacoustic":[49],"In":[51],"current":[53],"study,":[54],"we":[55,65],"propose":[56],"an":[57,81],"artificial":[58,137],"intelligence":[59,138],"assisted":[60],"multi-modal":[61,149],"platform":[63],"where":[64],"have":[66],"used":[67],"U-net":[68],"model":[69,83,102],"for":[70,91,139,165],"segmenting":[71],"anatomical":[73,118,158],"features":[74],"from":[75,80,115],"ultrasound":[77],"images":[78],"obtained":[79],"animal":[82],"study.":[84],"The":[85,101,123],"neural":[86],"network":[87],"performed":[89],"accurately":[90],"three":[92],"different":[93],"cases,":[94],"each":[95],"high":[98],"dice":[99],"score.":[100],"was":[103],"co-validated":[104],"images.":[107],"Further,":[108],"blood":[109],"perfusion":[110],"oxygenation":[113],"predicted":[117],"structures":[119],"were":[120],"also":[121],"studied.":[122],"present":[124],"findings":[125],"confirm":[126],"feasibility":[128],"using":[130],"this":[131],"multimodal":[132],"facilitated":[135],"by":[136],"better":[140],"understanding":[141],"hemodynamics":[144],"kidney.Clinical":[147],"Relevance-A":[148],"technique":[151],"been":[153],"proposed":[154,186],"would":[156],"provide":[157],"to":[162],"clinicians":[164],"early":[166],"detection":[167],"tracking":[169],"disease":[172],"prognosis.":[173],"Unlike":[174],"like":[178],"PET-CT":[179],"(Positron":[180],"Emission":[181],"Tomography-":[182],"Computed":[183],"Tomography),":[184],"is":[188],"much":[189],"more":[190],"costeffective":[191],"radiation":[193],"free":[194],"(non-ionizing":[195],"nature).":[196]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}