{"id":"https://openalex.org/W4403658414","doi":"https://doi.org/10.1007/978-3-031-73290-4_13","title":"StoDIP: Efficient 3D MRF Image Reconstruction with\u00a0Deep Image Priors and\u00a0Stochastic Iterations","display_name":"StoDIP: Efficient 3D MRF Image Reconstruction with\u00a0Deep Image Priors and\u00a0Stochastic Iterations","publication_year":2024,"publication_date":"2024-10-22","ids":{"openalex":"https://openalex.org/W4403658414","doi":"https://doi.org/10.1007/978-3-031-73290-4_13"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-73290-4_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-73290-4_13","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5037114688","display_name":"Perla Mayo","orcid":"https://orcid.org/0000-0002-5224-9014"},"institutions":[{"id":"https://openalex.org/I36234482","display_name":"University of Bristol","ror":"https://ror.org/0524sp257","country_code":"GB","type":"education","lineage":["https://openalex.org/I36234482"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Perla Mayo","raw_affiliation_strings":["University of Bristol, Bristol, UK"],"affiliations":[{"raw_affiliation_string":"University of Bristol, Bristol, UK","institution_ids":["https://openalex.org/I36234482"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038795028","display_name":"Matteo Cencini","orcid":"https://orcid.org/0000-0001-7060-6305"},"institutions":[{"id":"https://openalex.org/I4210160382","display_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Pisa","ror":"https://ror.org/05symbg58","country_code":"IT","type":"facility","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210160382"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Matteo Cencini","raw_affiliation_strings":["INFN Pisa Division, Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"INFN Pisa Division, Pisa, Italy","institution_ids":["https://openalex.org/I4210160382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004509039","display_name":"Carolin M. Pirkl","orcid":"https://orcid.org/0000-0002-5759-5290"},"institutions":[{"id":"https://openalex.org/I4210153902","display_name":"Siemens Healthcare (Germany)","ror":"https://ror.org/0449c4c15","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210153902"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Carolin M. Pirkl","raw_affiliation_strings":["GE HealthCare, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"GE HealthCare, Munich, Germany","institution_ids":["https://openalex.org/I4210153902"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018118817","display_name":"Marion I. Menzel","orcid":"https://orcid.org/0000-0003-0087-9134"},"institutions":[{"id":"https://openalex.org/I4210106192","display_name":"Technische Hochschule Ingolstadt","ror":"https://ror.org/02bxzcy64","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210106192"]},{"id":"https://openalex.org/I4210153902","display_name":"Siemens Healthcare (Germany)","ror":"https://ror.org/0449c4c15","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210153902"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marion I. Menzel","raw_affiliation_strings":["GE HealthCare, Munich, Germany","Technische Hochschule Ingolstadt, Ingolstadt, Germany"],"affiliations":[{"raw_affiliation_string":"GE HealthCare, Munich, Germany","institution_ids":["https://openalex.org/I4210153902"]},{"raw_affiliation_string":"Technische Hochschule Ingolstadt, Ingolstadt, Germany","institution_ids":["https://openalex.org/I4210106192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037111232","display_name":"Michela Tosetti","orcid":"https://orcid.org/0000-0002-2515-7560"},"institutions":[{"id":"https://openalex.org/I4210126460","display_name":"Fondazione Stella Maris","ror":"https://ror.org/02w8ez808","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210126460","https://openalex.org/I4210153126"]},{"id":"https://openalex.org/I4210153126","display_name":"Istituti di Ricovero e Cura a Carattere Scientifico","ror":"https://ror.org/04tfzc498","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Michela Tosetti","raw_affiliation_strings":["IRCCS Stella Maris, Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"IRCCS Stella Maris, Pisa, Italy","institution_ids":["https://openalex.org/I4210126460","https://openalex.org/I4210153126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002068604","display_name":"Bjoern Menze","orcid":"https://orcid.org/0000-0003-4136-5690"},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Bjoern H. Menze","raw_affiliation_strings":["University of Zurich, Z\u00fcrich, Switzerland"],"affiliations":[{"raw_affiliation_string":"University of Zurich, Z\u00fcrich, Switzerland","institution_ids":["https://openalex.org/I202697423"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056404513","display_name":"Mohammad Golbabaee","orcid":"https://orcid.org/0000-0001-5822-2990"},"institutions":[{"id":"https://openalex.org/I36234482","display_name":"University of Bristol","ror":"https://ror.org/0524sp257","country_code":"GB","type":"education","lineage":["https://openalex.org/I36234482"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mohammad Golbabaee","raw_affiliation_strings":["University of Bristol, Bristol, UK"],"affiliations":[{"raw_affiliation_string":"University of Bristol, Bristol, UK","institution_ids":["https://openalex.org/I36234482"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5037114688"],"corresponding_institution_ids":["https://openalex.org/I36234482"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.9799,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.91705375,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"128","last_page":"137"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":1.0,"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/T10378","display_name":"Advanced MRI Techniques and Applications","score":1.0,"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":0.9998999834060669,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9990000128746033,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7697613835334778},{"id":"https://openalex.org/keywords/prior-probability","display_name":"Prior probability","score":0.7349786758422852},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6056111454963684},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5968985557556152},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.4879976809024811},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.42203396558761597},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3998265266418457},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3971056640148163},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.09661227464675903}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7697613835334778},{"id":"https://openalex.org/C177769412","wikidata":"https://www.wikidata.org/wiki/Q278090","display_name":"Prior probability","level":3,"score":0.7349786758422852},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6056111454963684},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5968985557556152},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.4879976809024811},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.42203396558761597},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3998265266418457},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3971056640148163},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.09661227464675903}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-73290-4_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-73290-4_13","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8237994210","display_name":null,"funder_award_id":"EP/X001091/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2035808554","https://openalex.org/W2061708033","https://openalex.org/W2071881327","https://openalex.org/W2144288697","https://openalex.org/W2175306913","https://openalex.org/W2324009747","https://openalex.org/W2510165053","https://openalex.org/W2606182999","https://openalex.org/W2798456213","https://openalex.org/W2906587342","https://openalex.org/W2911608854","https://openalex.org/W2914314139","https://openalex.org/W2955959705","https://openalex.org/W2964013315","https://openalex.org/W2980111715","https://openalex.org/W2985900408","https://openalex.org/W3037928162","https://openalex.org/W3092052495","https://openalex.org/W3115858671","https://openalex.org/W3125800648","https://openalex.org/W3163954017","https://openalex.org/W3167568784","https://openalex.org/W3176102465","https://openalex.org/W4283311281","https://openalex.org/W4308610041"],"related_works":["https://openalex.org/W2580650124","https://openalex.org/W4386190339","https://openalex.org/W2968424575","https://openalex.org/W3142333283","https://openalex.org/W3122088529","https://openalex.org/W3041320102","https://openalex.org/W2111669074","https://openalex.org/W2085259108","https://openalex.org/W3123087812","https://openalex.org/W2063076820"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-28T08:17:26.163206","created_date":"2024-10-23T00:00:00"}
