{"id":"https://openalex.org/W4401751667","doi":"https://doi.org/10.1109/isbi56570.2024.10635842","title":"SMNET: A Spherical Mean Network for Probing Tissue Microarchitecture from Single-Shell DMRI","display_name":"SMNET: A Spherical Mean Network for Probing Tissue Microarchitecture from Single-Shell DMRI","publication_year":2024,"publication_date":"2024-05-27","ids":{"openalex":"https://openalex.org/W4401751667","doi":"https://doi.org/10.1109/isbi56570.2024.10635842"},"language":"en","primary_location":{"id":"doi:10.1109/isbi56570.2024.10635842","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/isbi56570.2024.10635842","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-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/A5100694810","display_name":"Ye Wu","orcid":"https://orcid.org/0009-0002-5129-8487"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ye Wu","raw_affiliation_strings":["Nanjing University of Science and Technology,School of Computer Science and Engineering,Nanjing,China"],"affiliations":[{"raw_affiliation_string":"Nanjing University of Science and Technology,School of Computer Science and Engineering,Nanjing,China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102909459","display_name":"Yue Ding","orcid":"https://orcid.org/0009-0008-0640-3560"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Ding","raw_affiliation_strings":["Nanjing University of Science and Technology,School of Computer Science and Engineering,Nanjing,China"],"affiliations":[{"raw_affiliation_string":"Nanjing University of Science and Technology,School of Computer Science and Engineering,Nanjing,China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030552469","display_name":"Xiaoming Liu","orcid":"https://orcid.org/0000-0003-3414-6844"},"institutions":[{"id":"https://openalex.org/I4210129222","display_name":"Wuhan Union Hospital","ror":"https://ror.org/0371fqr87","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210129222"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoming Liu","raw_affiliation_strings":["Huazhong University of Science and Technology,Union Hospital, Tongji Medical College,Wuhan,China"],"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology,Union Hospital, Tongji Medical College,Wuhan,China","institution_ids":["https://openalex.org/I4210129222"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102436368","display_name":"Jiaolong Qin","orcid":"https://orcid.org/0000-0003-1324-6053"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaolong Qin","raw_affiliation_strings":["Nanjing University of Science and Technology,School of Computer Science and Engineering,Nanjing,China"],"affiliations":[{"raw_affiliation_string":"Nanjing University of Science and Technology,School of Computer Science and Engineering,Nanjing,China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101959000","display_name":"Yizhe Zhang","orcid":"https://orcid.org/0000-0002-9599-7995"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yizhe Zhang","raw_affiliation_strings":["Nanjing University of Science and Technology,School of Computer Science and Engineering,Nanjing,China"],"affiliations":[{"raw_affiliation_string":"Nanjing University of Science and Technology,School of Computer Science and Engineering,Nanjing,China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003629260","display_name":"Yoonmi Hong","orcid":"https://orcid.org/0000-0003-2416-8249"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yoonmi Hong","raw_affiliation_strings":["University of North Carolina at Chapel Hill,Department of Psychiatry,Chapel Hill,USA"],"affiliations":[{"raw_affiliation_string":"University of North Carolina at Chapel Hill,Department of Psychiatry,Chapel Hill,USA","institution_ids":["https://openalex.org/I114027177"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061274720","display_name":"Tao Zhou","orcid":"https://orcid.org/0000-0002-2592-1688"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Zhou","raw_affiliation_strings":["Nanjing University of Science and Technology,School of Computer Science and Engineering,Nanjing,China"],"affiliations":[{"raw_affiliation_string":"Nanjing University of Science and Technology,School of Computer Science and Engineering,Nanjing,China","institution_ids":["https://openalex.org/I36399199"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100694810"],"corresponding_institution_ids":["https://openalex.org/I36399199"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22780133,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9973999857902527,"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/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9973999857902527,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9955000281333923,"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/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9940000176429749,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/microarchitecture","display_name":"Microarchitecture","score":0.6775560975074768},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.653631865978241},{"id":"https://openalex.org/keywords/shell","display_name":"Shell (structure)","score":0.4891522228717804},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.16100144386291504},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.12202391028404236},{"id":"https://openalex.org/keywords/composite-material","display_name":"Composite material","score":0.07120436429977417}],"concepts":[{"id":"https://openalex.org/C107598950","wikidata":"https://www.wikidata.org/wiki/Q259864","display_name":"Microarchitecture","level":2,"score":0.6775560975074768},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.653631865978241},{"id":"https://openalex.org/C2781052500","wikidata":"https://www.wikidata.org/wiki/Q2230313","display_name":"Shell (structure)","level":2,"score":0.4891522228717804},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.16100144386291504},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.12202391028404236},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.07120436429977417}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi56570.2024.10635842","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/isbi56570.2024.10635842","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"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":16,"referenced_works":["https://openalex.org/W2024729467","https://openalex.org/W2413955537","https://openalex.org/W2938120698","https://openalex.org/W2951189597","https://openalex.org/W2964012060","https://openalex.org/W2969035569","https://openalex.org/W3012118953","https://openalex.org/W3096831136","https://openalex.org/W3104227586","https://openalex.org/W3139066578","https://openalex.org/W3204423167","https://openalex.org/W4316591846","https://openalex.org/W4317474375","https://openalex.org/W4322723714","https://openalex.org/W4362582291","https://openalex.org/W4366773367"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2005635288","https://openalex.org/W1592982659","https://openalex.org/W2138574009","https://openalex.org/W2390279801","https://openalex.org/W2534461193","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109"],"abstract_inverted_index":{"Multi-shell":[0],"diffusion":[1,44,67],"MRI":[2,45,95],"(ms-dMRI)":[3],"allows":[4],"for":[5,126],"the":[6,71,102,124],"examination":[7],"of":[8,104],"complex":[9],"microstructure":[10,139],"profiles":[11],"and":[12,29,63,96,135],"tissue":[13,49,72],"changes.":[14],"However,":[15],"ms-dMRI":[16],"is":[17],"often":[18],"limited":[19],"in":[20,109,112],"clinical":[21,119,131],"applications":[22],"due":[23],"to":[24,47,69,88,98,138],"its":[25],"long":[26],"acquisition":[27,133],"time":[28],"dense":[30],"q-space":[31],"sampling":[32],"requirements.":[33],"In":[34],"this":[35,75],"study,":[36],"we":[37,77],"present":[38],"a":[39,79,83,118],"method":[40,106],"that":[41,129],"utilizes":[42],"single-shell":[43],"(ss-dMRI)":[46],"characterize":[48],"microstructure.":[50,73],"Our":[51],"approach":[52,87],"involves":[53],"predicting":[54],"multi-shell":[55],"spherical":[56],"mean":[57],"images":[58],"(ms-SMI)":[59],"from":[60],"ss-dMRI":[61,97],"data":[62,132],"then":[64],"employing":[65],"advanced":[66],"modeling":[68],"estimate":[70],"To":[74],"end,":[76],"combine":[78],"biological":[80],"model":[81],"with":[82],"data-driven":[84],"deep":[85],"learning":[86],"learn":[89],"mappings":[90],"between":[91],"commonly":[92],"co-acquired":[93],"structural":[94],"ms-dMRI.":[99],"We":[100],"validate":[101],"effectiveness":[103],"our":[105],"using":[107],"an":[108],"vivo":[110],"dataset":[111],"different":[113],"health":[114],"conditions":[115],"collected":[116],"by":[117],"scanner.":[120],"This":[121],"work":[122],"sets":[123],"foundation":[125],"future":[127],"techniques":[128],"integrate":[130],"protocols":[134],"enhance":[136],"sensitivity":[137],"measures.":[140]},"counts_by_year":[],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}