{"id":"https://openalex.org/W3013729797","doi":"https://doi.org/10.1007/s11548-020-02123-0","title":"A case study: impact of target surface mesh size and mesh quality on volume-to-surface registration performance in hepatic soft tissue navigation","display_name":"A case study: impact of target surface mesh size and mesh quality on volume-to-surface registration performance in hepatic soft tissue navigation","publication_year":2020,"publication_date":"2020-03-27","ids":{"openalex":"https://openalex.org/W3013729797","doi":"https://doi.org/10.1007/s11548-020-02123-0","mag":"3013729797","pmid":"https://pubmed.ncbi.nlm.nih.gov/32221798"},"language":"en","primary_location":{"id":"doi:10.1007/s11548-020-02123-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11548-020-02123-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11548-020-02123-0.pdf","source":{"id":"https://openalex.org/S181408163","display_name":"International Journal of Computer Assisted Radiology and Surgery","issn_l":"1861-6410","issn":["1861-6410","1861-6429"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Assisted Radiology and Surgery","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11548-020-02123-0.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079991493","display_name":"Georges Hattab","orcid":"https://orcid.org/0000-0003-4168-8254"},"institutions":[{"id":"https://openalex.org/I4210111460","display_name":"National Center for Tumor Diseases","ror":"https://ror.org/01txwsw02","country_code":"DE","type":"funder","lineage":["https://openalex.org/I4210111460"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Georges Hattab","raw_affiliation_strings":["Division of Translational Surgical Oncology, National Center for Tumor Diseases (NCT), 01307, Dresden, Germany. georges.hattab@nct-dresden.de","Division of Translational Surgical Oncology, National Center for Tumor Diseases (NCT), 01307, Dresden, Germany"],"raw_orcid":"https://orcid.org/0000-0003-4168-8254","affiliations":[{"raw_affiliation_string":"Division of Translational Surgical Oncology, National Center for Tumor Diseases (NCT), 01307, Dresden, Germany. georges.hattab@nct-dresden.de","institution_ids":["https://openalex.org/I4210111460"]},{"raw_affiliation_string":"Division of Translational Surgical Oncology, National Center for Tumor Diseases (NCT), 01307, Dresden, Germany","institution_ids":["https://openalex.org/I4210111460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070745917","display_name":"Carina Riediger","orcid":"https://orcid.org/0000-0002-1759-4891"},"institutions":[{"id":"https://openalex.org/I4210162051","display_name":"University Hospital Carl Gustav Carus","ror":"https://ror.org/04za5zm41","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210162051"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Carina Riediger","raw_affiliation_strings":["Department of Visceral, Thoracic and Vascular Surgery, University Hospital Carl Gustav Carus, 01307, Dresden, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Visceral, Thoracic and Vascular Surgery, University Hospital Carl Gustav Carus, 01307, Dresden, Germany","institution_ids":["https://openalex.org/I4210162051"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109382925","display_name":"Juergen Weitz","orcid":null},"institutions":[{"id":"https://openalex.org/I4210162051","display_name":"University Hospital Carl Gustav Carus","ror":"https://ror.org/04za5zm41","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210162051"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Juergen Weitz","raw_affiliation_strings":["Department of Visceral, Thoracic and Vascular Surgery, University Hospital Carl Gustav Carus, 01307, Dresden, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Visceral, Thoracic and Vascular Surgery, University Hospital Carl Gustav Carus, 01307, Dresden, Germany","institution_ids":["https://openalex.org/I4210162051"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003648994","display_name":"Stefanie Speidel","orcid":"https://orcid.org/0000-0002-4590-1908"},"institutions":[{"id":"https://openalex.org/I4210111460","display_name":"National Center for Tumor Diseases","ror":"https://ror.org/01txwsw02","country_code":"DE","type":"funder","lineage":["https://openalex.org/I4210111460"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefanie Speidel","raw_affiliation_strings":["Division of Translational Surgical Oncology, National Center for Tumor Diseases (NCT), 01307, Dresden, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Translational Surgical Oncology, National Center for Tumor Diseases (NCT), 01307, Dresden, Germany","institution_ids":["https://openalex.org/I4210111460"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5079991493"],"corresponding_institution_ids":["https://openalex.org/I4210111460"],"apc_list":{"value":3390,"currency":"EUR","value_usd":4390},"apc_paid":{"value":3390,"currency":"EUR","value_usd":4390},"fwci":0.0958,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.35949151,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"15","issue":"8","first_page":"1235","last_page":"1245"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9096999764442444,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9096999764442444,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10916","display_name":"Surgical Simulation and Training","score":0.01080000028014183,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T10719","display_name":"3D Shape Modeling and Analysis","score":0.007699999958276749,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/hausdorff-distance","display_name":"Hausdorff distance","score":0.7574989199638367},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6490834951400757},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.545124888420105},{"id":"https://openalex.org/keywords/orientation","display_name":"Orientation (vector space)","score":0.5244308114051819},{"id":"https://openalex.org/keywords/surface","display_name":"Surface (topology)","score":0.5145239233970642},{"id":"https://openalex.org/keywords/image-registration","display_name":"Image registration","score":0.5114477872848511},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.49962425231933594},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.494568794965744},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.47690773010253906},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4733037054538727},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.46417877078056335},{"id":"https://openalex.org/keywords/mutual-information","display_name":"Mutual information","score":0.44543060660362244},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.43123120069503784},{"id":"https://openalex.org/keywords/voxel","display_name":"Voxel","score":0.41351187229156494},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.40564143657684326},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22621122002601624},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.1908295750617981},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.19043639302253723},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.15407869219779968}],"concepts":[{"id":"https://openalex.org/C141898687","wikidata":"https://www.wikidata.org/wiki/Q1501997","display_name":"Hausdorff distance","level":2,"score":0.7574989199638367},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6490834951400757},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.545124888420105},{"id":"https://openalex.org/C16345878","wikidata":"https://www.wikidata.org/wiki/Q107472979","display_name":"Orientation (vector space)","level":2,"score":0.5244308114051819},{"id":"https://openalex.org/C2776799497","wikidata":"https://www.wikidata.org/wiki/Q484298","display_name":"Surface (topology)","level":2,"score":0.5145239233970642},{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.5114477872848511},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.49962425231933594},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.494568794965744},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.47690773010253906},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4733037054538727},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.46417877078056335},{"id":"https://openalex.org/C152139883","wikidata":"https://www.wikidata.org/wiki/Q252973","display_name":"Mutual information","level":2,"score":0.44543060660362244},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.43123120069503784},{"id":"https://openalex.org/C54170458","wikidata":"https://www.wikidata.org/wiki/Q663554","display_name":"Voxel","level":2,"score":0.41351187229156494},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40564143657684326},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22621122002601624},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.1908295750617981},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.19043639302253723},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.15407869219779968},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008099","descriptor_name":"Liver","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D008099","descriptor_name":"Liver","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D008099","descriptor_name":"Liver","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1007/s11548-020-02123-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11548-020-02123-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11548-020-02123-0.pdf","source":{"id":"https://openalex.org/S181408163","display_name":"International Journal of Computer Assisted Radiology and Surgery","issn_l":"1861-6410","issn":["1861-6410","1861-6429"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Assisted Radiology and Surgery","raw_type":"journal-article"},{"id":"pmid:32221798","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32221798","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":"International journal of computer assisted radiology and surgery","raw_type":null},{"id":"pmh:oai:frl.publisso.de:frl:6468804","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7351822","pdf_url":null,"source":{"id":"https://openalex.org/S4377196269","display_name":"PUBLISSO (German National Library of Medicine)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210112663","host_organization_name":"ZB MED - Information Centre for Life Sciences","host_organization_lineage":["https://openalex.org/I4210112663"],"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":"http://lobid.org/resources/99370675073906441#!, 15(8):1235-1245","raw_type":"Zeitschriftenartikel"}],"best_oa_location":{"id":"doi:10.1007/s11548-020-02123-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11548-020-02123-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11548-020-02123-0.pdf","source":{"id":"https://openalex.org/S181408163","display_name":"International Journal of Computer Assisted Radiology and Surgery","issn_l":"1861-6410","issn":["1861-6410","1861-6429"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Assisted Radiology and Surgery","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G39215055","display_name":null,"funder_award_id":"OP4.1 Initiative","funder_id":"https://openalex.org/F4320323803","funder_display_name":"Bundesministerium f\u00fcr Wirtschaft und Energie"},{"id":"https://openalex.org/G4957186864","display_name":null,"funder_award_id":"OP4.1","funder_id":"https://openalex.org/F4320321469","funder_display_name":"Bundesministerium f\u00fcr Wirtschaft und Technologie"}],"funders":[{"id":"https://openalex.org/F4320321469","display_name":"Bundesministerium f\u00fcr Wirtschaft und Technologie","ror":"https://ror.org/02vgg2808"},{"id":"https://openalex.org/F4320323803","display_name":"Bundesministerium f\u00fcr Wirtschaft und Energie","ror":"https://ror.org/02vgg2808"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3013729797.pdf","grobid_xml":"https://content.openalex.org/works/W3013729797.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W1678451179","https://openalex.org/W1817690242","https://openalex.org/W1909740415","https://openalex.org/W1970404908","https://openalex.org/W1981349497","https://openalex.org/W1985470840","https://openalex.org/W2017240868","https://openalex.org/W2018106286","https://openalex.org/W2033804675","https://openalex.org/W2047167129","https://openalex.org/W2067888057","https://openalex.org/W2068812100","https://openalex.org/W2069237643","https://openalex.org/W2092467060","https://openalex.org/W2134236847","https://openalex.org/W2148687996","https://openalex.org/W2243521877","https://openalex.org/W2342556089","https://openalex.org/W2597912328","https://openalex.org/W2619222403","https://openalex.org/W2694521682","https://openalex.org/W2753858305","https://openalex.org/W2766909277","https://openalex.org/W2776074204","https://openalex.org/W2926629410"],"related_works":["https://openalex.org/W2426195296","https://openalex.org/W1970834875","https://openalex.org/W2367847708","https://openalex.org/W2135643201","https://openalex.org/W2370810807","https://openalex.org/W2368895820","https://openalex.org/W2156531368","https://openalex.org/W2548524143","https://openalex.org/W1837349379","https://openalex.org/W2387425358"],"abstract_inverted_index":{"PURPOSE:":[0],"Soft":[1],"tissue":[2],"deformation":[3],"severely":[4],"impacts":[5],"the":[6,23,74,84,117,126],"registration":[7,36,52,72,139,159],"of":[8,25,83,97,146],"pre-":[9],"and":[10,31,94,106,136,141,157,167,181],"intra-operative":[11],"image":[12],"data":[13],"during":[14],"computer-assisted":[15],"navigation":[16],"in":[17],"laparoscopic":[18],"liver":[19],"surgery.":[20],"However,":[21],"quantifying":[22],"impact":[24],"target":[26,143],"surface":[27,29,86,144],"size,":[28],"orientation,":[30],"mesh":[32],"quality":[33],"on":[34],"non-rigid":[35],"performance":[37],"remains":[38],"an":[39],"open":[40],"research":[41],"question.":[42],"This":[43],"paper":[44],"aims":[45],"to":[46,87],"uncover":[47],"how":[48],"these":[49],"affect":[50],"volume-to-surface":[51,71],"performance.":[53],"METHODS:":[54],"To":[55],"find":[56],"such":[57],"evidence,":[58],"we":[59,120,161],"design":[60],"three":[61,154],"experiments":[62],"that":[63,132,171],"are":[64,184],"evaluated":[65],"using":[66,73],"a":[67,88,122,142,163],"three-step":[68],"pipeline:":[69],"(1)":[70],"physics-based":[75],"shape":[76],"matching":[77],"method":[78],"or":[79,113],"PBSM,":[80],"(2)":[81],"voxelization":[82],"deformed":[85],"[Formula:":[89],"see":[90],"text]":[91],"voxel":[92],"grid,":[93],"(3)":[95],"computation":[96],"similarity":[98],"(e.g.,":[99],"mutual":[100],"information),":[101],"distance":[102],"(i.e.,":[103,109],"Hausdorff":[104,118],"distance),":[105],"classical":[107],"metrics":[108],"mean":[110],"squared":[111],"error":[112],"MSE).":[114],"RESULTS:":[115],"Using":[116],"distance,":[119],"report":[121],"statistical":[123],"significance":[124],"for":[125,187],"different":[127,155],"partial":[128],"surfaces.":[129],"We":[130],"found":[131],"removing":[133],"non-manifold":[134],"geometry":[135],"noise":[137],"improved":[138],"performance,":[140],"size":[145],"only":[147],"16.5%":[148],"was":[149],"necessary.":[150],"CONCLUSION:":[151],"By":[152],"investigating":[153],"factors":[156],"improving":[158],"results,":[160],"defined":[162],"generalizable":[164],"evaluation":[165,182],"pipeline":[166],"automatic":[168],"post-processing":[169],"strategies":[170],"were":[172],"deemed":[173],"helpful.":[174],"All":[175],"source":[176],"code,":[177],"reference":[178],"data,":[179],"models,":[180],"results":[183],"openly":[185],"available":[186],"download:":[188],"https://github.com/ghattab/EvalPBSM/":[189],".":[190]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2025-10-10T00:00:00"}