{"id":"https://openalex.org/W4410631547","doi":"https://doi.org/10.1371/journal.pcbi.1013060","title":"M-band wavelet-based multi-view clustering of cells","display_name":"M-band wavelet-based multi-view clustering of cells","publication_year":2025,"publication_date":"2025-05-23","ids":{"openalex":"https://openalex.org/W4410631547","doi":"https://doi.org/10.1371/journal.pcbi.1013060","pmid":"https://pubmed.ncbi.nlm.nih.gov/40408513"},"language":"en","primary_location":{"id":"doi:10.1371/journal.pcbi.1013060","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1013060","pdf_url":null,"source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1371/journal.pcbi.1013060","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100392605","display_name":"Tong Liu","orcid":"https://orcid.org/0000-0001-5497-8117"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tong Liu","raw_affiliation_strings":["Department of Mathematical Sciences, Tsinghua University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematical Sciences, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010045097","display_name":"Zihuan Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I2948539688","display_name":"AbbVie (United States)","ror":"https://ror.org/02g5p4n58","country_code":"US","type":"company","lineage":["https://openalex.org/I2948539688"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zihuan Liu","raw_affiliation_strings":["Data and Statistical Science, AbbVie, Chicago, Illinois, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Data and Statistical Science, AbbVie, Chicago, Illinois, United States of America","institution_ids":["https://openalex.org/I2948539688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101108919","display_name":"Wenke Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenke Sun","raw_affiliation_strings":["School of Economics and Management, Dalian University of Technology, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067920802","display_name":"Adeethyia Shankar","orcid":"https://orcid.org/0000-0003-4298-2797"},"institutions":[{"id":"https://openalex.org/I27804330","display_name":"Brown University","ror":"https://ror.org/05gq02987","country_code":"US","type":"education","lineage":["https://openalex.org/I27804330"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Adeethyia Shankar","raw_affiliation_strings":["Brown University, Providence, Rhode Island, United States of America"],"raw_orcid":"https://orcid.org/0000-0003-4298-2797","affiliations":[{"raw_affiliation_string":"Brown University, Providence, Rhode Island, United States of America","institution_ids":["https://openalex.org/I27804330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100980280","display_name":"Yongzhong Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I11944219","display_name":"Universidad de La Frontera","ror":"https://ror.org/04v0snf24","country_code":"CL","type":"education","lineage":["https://openalex.org/I11944219"]}],"countries":["CL"],"is_corresponding":true,"raw_author_name":"Yongzhong Zhao","raw_affiliation_strings":["Frontage Labs, Exton, Pennsylvania, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Frontage Labs, Exton, Pennsylvania, United States of America","institution_ids":["https://openalex.org/I11944219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083928205","display_name":"Xiaodi Wang","orcid":"https://orcid.org/0000-0003-3150-9574"},"institutions":[{"id":"https://openalex.org/I204366597","display_name":"Western Connecticut State University","ror":"https://ror.org/01565p617","country_code":"US","type":"education","lineage":["https://openalex.org/I204366597","https://openalex.org/I4210132746"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Xiaodi Wang","raw_affiliation_strings":["Department of Mathematics, Western Connecticut State University, Danbury, Connecticut, United States of America"],"raw_orcid":"https://orcid.org/0000-0003-3150-9574","affiliations":[{"raw_affiliation_string":"Department of Mathematics, Western Connecticut State University, Danbury, Connecticut, United States of America","institution_ids":["https://openalex.org/I204366597"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5010045097","https://openalex.org/A5067920802","https://openalex.org/A5083928205","https://openalex.org/A5100392605","https://openalex.org/A5100980280","https://openalex.org/A5101108919"],"corresponding_institution_ids":["https://openalex.org/I11944219","https://openalex.org/I204366597","https://openalex.org/I27357992","https://openalex.org/I27804330","https://openalex.org/I2948539688","https://openalex.org/I99065089"],"apc_list":{"value":2655,"currency":"USD","value_usd":2655},"apc_paid":{"value":2655,"currency":"USD","value_usd":2655},"fwci":0.4868,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.62778579,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"21","issue":"5","first_page":"e1013060","last_page":"e1013060"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11289","display_name":"Single-cell and spatial transcriptomics","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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"}},"topics":[{"id":"https://openalex.org/T11289","display_name":"Single-cell and spatial transcriptomics","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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"}},{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9962000250816345,"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"}},{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9922999739646912,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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/wavelet","display_name":"Wavelet","score":0.8698148131370544},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6805189847946167},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6321885585784912},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5824084281921387},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5044761896133423},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.4837639331817627},{"id":"https://openalex.org/keywords/projection","display_name":"Projection (relational algebra)","score":0.4737723171710968},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4655381441116333},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.46490347385406494},{"id":"https://openalex.org/keywords/biclustering","display_name":"Biclustering","score":0.41534411907196045},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.22442024946212769},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.18879863619804382},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.10359549522399902}],"concepts":[{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.8698148131370544},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6805189847946167},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6321885585784912},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5824084281921387},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5044761896133423},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.4837639331817627},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.4737723171710968},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4655381441116333},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.46490347385406494},{"id":"https://openalex.org/C144817290","wikidata":"https://www.wikidata.org/wiki/Q2976575","display_name":"Biclustering","level":5,"score":0.41534411907196045},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.22442024946212769},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.18879863619804382},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.10359549522399902}],"mesh":[{"descriptor_ui":"D000081246","descriptor_name":"RNA-Seq","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D000081246","descriptor_name":"RNA-Seq","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D000081246","descriptor_name":"RNA-Seq","qualifier_ui":"Q000379","qualifier_name":"methods","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":"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":"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":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017423","descriptor_name":"Sequence Analysis, RNA","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D017423","descriptor_name":"Sequence Analysis, RNA","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D017423","descriptor_name":"Sequence Analysis, RNA","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D058067","descriptor_name":"Wavelet Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D058067","descriptor_name":"Wavelet Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D058067","descriptor_name":"Wavelet Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D059010","descriptor_name":"Single-Cell Analysis","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D059010","descriptor_name":"Single-Cell Analysis","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D059010","descriptor_name":"Single-Cell Analysis","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D059010","descriptor_name":"Single-Cell Analysis","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D059010","descriptor_name":"Single-Cell Analysis","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D059010","descriptor_name":"Single-Cell Analysis","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.1371/journal.pcbi.1013060","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1013060","pdf_url":null,"source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},{"id":"pmid:40408513","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40408513","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":"PLoS computational biology","raw_type":null},{"id":"pmh:oai:RePEc:plo:pcbi00:1013060","is_oa":false,"landing_page_url":"https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1013060","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:488af92e280d4362a08faed3375bb52e","is_oa":true,"landing_page_url":"https://doaj.org/article/488af92e280d4362a08faed3375bb52e","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS Computational Biology, Vol 21, Iss 5, p e1013060 (2025)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:12143518","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12143518","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS Comput Biol","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1371/journal.pcbi.1013060","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1013060","pdf_url":null,"source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1966119405","https://openalex.org/W1970993738","https://openalex.org/W1980973068","https://openalex.org/W1984984201","https://openalex.org/W2039494011","https://openalex.org/W2120013509","https://openalex.org/W2137440839","https://openalex.org/W2139838862","https://openalex.org/W2149573463","https://openalex.org/W2178888844","https://openalex.org/W2598326928","https://openalex.org/W2794480084","https://openalex.org/W2801443765","https://openalex.org/W2900387735","https://openalex.org/W2950640959","https://openalex.org/W2971705679","https://openalex.org/W2979167769","https://openalex.org/W3004512212","https://openalex.org/W3024992482","https://openalex.org/W3035705215","https://openalex.org/W3086909323","https://openalex.org/W3092982430","https://openalex.org/W3163661434","https://openalex.org/W3204262514","https://openalex.org/W4401662060"],"related_works":["https://openalex.org/W1974340769","https://openalex.org/W2900595096","https://openalex.org/W4289277241","https://openalex.org/W2979322793","https://openalex.org/W2765801824","https://openalex.org/W2188068678","https://openalex.org/W2157302779","https://openalex.org/W4236723217","https://openalex.org/W4280506488","https://openalex.org/W2077021924"],"abstract_inverted_index":{"Wavelet":[0],"analysis":[1,54],"has":[2],"been":[3],"recognized":[4],"as":[5],"a":[6,63,123,132],"widely":[7],"used":[8],"and":[9,18,55,59,83,101,109],"promising":[10],"tool":[11],"in":[12,27],"the":[13,22,73],"fields":[14],"of":[15,24,44,51,65,97],"signal":[16],"processing":[17],"data":[19,32,74],"analysis.":[20],"However,":[21],"application":[23],"wavelet-based":[25,40,120],"method":[26,91],"single-cell":[28],"RNA":[29],"sequencing":[30,68],"(scRNA-seq)":[31],"is":[33,92,122],"little":[34],"known.":[35],"Here,":[36],"we":[37],"present":[38],"M-band":[39,52],"scRNA-seq":[41,117],"multi-view":[42,95],"clustering":[43,96],"cells":[45],"(WMC).":[46],"We":[47],"applied":[48],"for":[49],"integration":[50],"wavelet":[53],"uniform":[56],"manifold":[57],"approximation":[58,78],"projection":[60],"(UMAP)":[61],"to":[62,115,126],"panel":[64],"single":[66],"cell":[67,98,106,111,129],"datasets":[69],"by":[70],"breaking":[71],"up":[72],"matrix":[75],"into":[76],"an":[77],"or":[79,86],"low":[80],"resolution":[81,88],"component":[82],"M-1":[84],"detail":[85],"high":[87],"components.":[89],"Our":[90],"armed":[93],"with":[94,131],"types,":[99],"identity,":[100],"functional":[102],"states,":[103],"enabling":[104],"missing":[105],"types":[107,112,130],"visualization":[108],"new":[110,124],"discovery.":[113],"Distinct":[114],"standard":[116],"workflow,":[118],"our":[119],"approach":[121],"addition":[125],"uncover":[127],"rare":[128],"fine":[133],"resolution.":[134]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
