{"id":"https://openalex.org/W7135180613","doi":"https://doi.org/10.1016/j.compmedimag.2026.102745","title":"Prob-BBDM: A Probabilistic Brownian Bridge Diffusion Model for MRI sequence image-to-image translation","display_name":"Prob-BBDM: A Probabilistic Brownian Bridge Diffusion Model for MRI sequence image-to-image translation","publication_year":2026,"publication_date":"2026-03-13","ids":{"openalex":"https://openalex.org/W7135180613","doi":"https://doi.org/10.1016/j.compmedimag.2026.102745","pmid":"https://pubmed.ncbi.nlm.nih.gov/41833575"},"language":"en","primary_location":{"id":"doi:10.1016/j.compmedimag.2026.102745","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.compmedimag.2026.102745","pdf_url":null,"source":{"id":"https://openalex.org/S198823948","display_name":"Computerized Medical Imaging and Graphics","issn_l":"0895-6111","issn":["0895-6111","1879-0771"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computerized Medical Imaging and Graphics","raw_type":"journal-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/A5115943580","display_name":"Martin Valls","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I32881790","display_name":"Universit\u00e9 de Poitiers","ror":"https://ror.org/04xhy8q59","country_code":"FR","type":"education","lineage":["https://openalex.org/I32881790"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Martin Valls","raw_affiliation_strings":["I3M common laboratory CNRS-Siemens Healthinners, University Hospital and University of Poitiers, Poitiers, 86000, France; XLIM Laboratory, CNRS UMR 7252, University of Poitiers, Poitiers, 86000, France. Electronic address: martin.valls@univ-poitiers.fr"],"raw_orcid":"https://orcid.org/0009-0007-3009-1870","affiliations":[{"raw_affiliation_string":"I3M common laboratory CNRS-Siemens Healthinners, University Hospital and University of Poitiers, Poitiers, 86000, France; XLIM Laboratory, CNRS UMR 7252, University of Poitiers, Poitiers, 86000, France. Electronic address: martin.valls@univ-poitiers.fr","institution_ids":["https://openalex.org/I32881790","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107305692","display_name":"Pascal Bourdon","orcid":"https://orcid.org/0000-0003-0218-4029"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I32881790","display_name":"Universit\u00e9 de Poitiers","ror":"https://ror.org/04xhy8q59","country_code":"FR","type":"education","lineage":["https://openalex.org/I32881790"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pascal Bourdon","raw_affiliation_strings":["I3M common laboratory CNRS-Siemens Healthinners, University Hospital and University of Poitiers, Poitiers, 86000, France; XLIM Laboratory, CNRS UMR 7252, University of Poitiers, Poitiers, 86000, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"I3M common laboratory CNRS-Siemens Healthinners, University Hospital and University of Poitiers, Poitiers, 86000, France; XLIM Laboratory, CNRS UMR 7252, University of Poitiers, Poitiers, 86000, France","institution_ids":["https://openalex.org/I32881790","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011505669","display_name":"Camino Fern\u00e1ndez","orcid":"https://orcid.org/0000-0002-8705-4786"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I32881790","display_name":"Universit\u00e9 de Poitiers","ror":"https://ror.org/04xhy8q59","country_code":"FR","type":"education","lineage":["https://openalex.org/I32881790"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Christine Fernandez-Maloigne","raw_affiliation_strings":["I3M common laboratory CNRS-Siemens Healthinners, University Hospital and University of Poitiers, Poitiers, 86000, France; XLIM Laboratory, CNRS UMR 7252, University of Poitiers, Poitiers, 86000, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"I3M common laboratory CNRS-Siemens Healthinners, University Hospital and University of Poitiers, Poitiers, 86000, France; XLIM Laboratory, CNRS UMR 7252, University of Poitiers, Poitiers, 86000, France","institution_ids":["https://openalex.org/I32881790","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047262991","display_name":"Guillaume Herpe","orcid":"https://orcid.org/0000-0002-4775-4120"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I32881790","display_name":"Universit\u00e9 de Poitiers","ror":"https://ror.org/04xhy8q59","country_code":"FR","type":"education","lineage":["https://openalex.org/I32881790"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Guillaume Herpe","raw_affiliation_strings":["I3M common laboratory CNRS-Siemens Healthinners, University Hospital and University of Poitiers, Poitiers, 86000, France; Laboratory of Applied Mathematics, DACTIM-MIS, CNRS UMR 7348, University of Poitiers, Poitiers, 86000, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"I3M common laboratory CNRS-Siemens Healthinners, University Hospital and University of Poitiers, Poitiers, 86000, France; Laboratory of Applied Mathematics, DACTIM-MIS, CNRS UMR 7348, University of Poitiers, Poitiers, 86000, France","institution_ids":["https://openalex.org/I32881790","https://openalex.org/I1294671590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024490909","display_name":"David Helbert","orcid":"https://orcid.org/0000-0001-6518-1509"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I32881790","display_name":"Universit\u00e9 de Poitiers","ror":"https://ror.org/04xhy8q59","country_code":"FR","type":"education","lineage":["https://openalex.org/I32881790"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"David Helbert","raw_affiliation_strings":["I3M common laboratory CNRS-Siemens Healthinners, University Hospital and University of Poitiers, Poitiers, 86000, France; XLIM Laboratory, CNRS UMR 7252, University of Poitiers, Poitiers, 86000, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"I3M common laboratory CNRS-Siemens Healthinners, University Hospital and University of Poitiers, Poitiers, 86000, France; XLIM Laboratory, CNRS UMR 7252, University of Poitiers, Poitiers, 86000, France","institution_ids":["https://openalex.org/I32881790","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5115943580"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I32881790"],"apc_list":{"value":2760,"currency":"USD","value_usd":2760},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.33544202,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"130","issue":null,"first_page":"102745","last_page":"102745"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9128999710083008,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9128999710083008,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.006300000008195639,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.00559999980032444,"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/probabilistic-logic","display_name":"Probabilistic logic","score":0.7372000217437744},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6241000294685364},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.6096000075340271},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.5713000297546387},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.49939998984336853},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4993000030517578},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.4945000112056732},{"id":"https://openalex.org/keywords/diffusion-mri","display_name":"Diffusion MRI","score":0.487199991941452},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4690000116825104}],"concepts":[{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.7372000217437744},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6675000190734863},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6241000294685364},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.6096000075340271},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.571399986743927},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.5713000297546387},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.49939998984336853},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4993000030517578},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.4945000112056732},{"id":"https://openalex.org/C149550507","wikidata":"https://www.wikidata.org/wiki/Q899360","display_name":"Diffusion MRI","level":3,"score":0.487199991941452},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4690000116825104},{"id":"https://openalex.org/C78651780","wikidata":"https://www.wikidata.org/wiki/Q628309","display_name":"Brownian bridge","level":3,"score":0.4675999879837036},{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.4675999879837036},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.45719999074935913},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.44609999656677246},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.41600000858306885},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.3944000005722046},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3921999931335449},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.35690000653266907},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3553999960422516},{"id":"https://openalex.org/C112401455","wikidata":"https://www.wikidata.org/wiki/Q178036","display_name":"Brownian motion","level":2,"score":0.34150001406669617},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.3345000147819519},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32019999623298645},{"id":"https://openalex.org/C68710425","wikidata":"https://www.wikidata.org/wiki/Q5275442","display_name":"Diffusion process","level":3,"score":0.31279999017715454},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.30320000648498535},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.2906999886035919},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.27570000290870667},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.2581000030040741}],"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":"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":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1016/j.compmedimag.2026.102745","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.compmedimag.2026.102745","pdf_url":null,"source":{"id":"https://openalex.org/S198823948","display_name":"Computerized Medical Imaging and Graphics","issn_l":"0895-6111","issn":["0895-6111","1879-0771"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computerized Medical Imaging and Graphics","raw_type":"journal-article"},{"id":"pmid:41833575","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41833575","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":"Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society","raw_type":null},{"id":"pmh:oai:HAL:hal-05537678v1","is_oa":false,"landing_page_url":"https://hal.science/hal-05537678","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computerized Medical Imaging and Graphics, 2026, 130, pp.102745. &#x27E8;10.1016/j.compmedimag.2026.102745&#x27E9;","raw_type":"Journal articles"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2807888536","https://openalex.org/W3176466780","https://openalex.org/W4360899433","https://openalex.org/W4362594575","https://openalex.org/W4362603432","https://openalex.org/W4372336638","https://openalex.org/W4377695098","https://openalex.org/W4382372079","https://openalex.org/W4386076617","https://openalex.org/W4389221690","https://openalex.org/W4391468387","https://openalex.org/W4394625794","https://openalex.org/W4402253648","https://openalex.org/W4408738470","https://openalex.org/W4409122480","https://openalex.org/W4412828116","https://openalex.org/W4412978908","https://openalex.org/W4413883630"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-10T14:10:52.464848","created_date":"2026-03-14T00:00:00"}
