{"id":"https://openalex.org/W2982362131","doi":"https://doi.org/10.1007/978-3-030-33843-5_6","title":"Deep Learning for Low-Field to High-Field MR: Image Quality Transfer with Probabilistic Decimation Simulator","display_name":"Deep Learning for Low-Field to High-Field MR: Image Quality Transfer with Probabilistic Decimation Simulator","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2982362131","doi":"https://doi.org/10.1007/978-3-030-33843-5_6","mag":"2982362131"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-33843-5_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-33843-5_6","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/A5025866366","display_name":"Hongxiang Lin","orcid":"https://orcid.org/0000-0001-6643-327X"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Hongxiang Lin","raw_affiliation_strings":["Centre for Medical Image Computing and Department of Computer Science, University College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Centre for Medical Image Computing and Department of Computer Science, University College London, London, UK","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061466213","display_name":"Matteo Figini","orcid":"https://orcid.org/0000-0002-8238-2262"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Matteo Figini","raw_affiliation_strings":["Centre for Medical Image Computing and Department of Computer Science, University College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Centre for Medical Image Computing and Department of Computer Science, University College London, London, UK","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064157732","display_name":"Ryutaro Tanno","orcid":"https://orcid.org/0000-0002-8107-6730"},"institutions":[{"id":"https://openalex.org/I4210164937","display_name":"Microsoft Research (United Kingdom)","ror":"https://ror.org/05k87vq12","country_code":"GB","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210164937"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ryutaro Tanno","raw_affiliation_strings":["Centre for Medical Image Computing and Department of Computer Science, University College London, London, UK","Machine Intelligence and Perception Group, Microsoft Research Cambridge, Cambridge, UK"],"affiliations":[{"raw_affiliation_string":"Centre for Medical Image Computing and Department of Computer Science, University College London, London, UK","institution_ids":["https://openalex.org/I45129253"]},{"raw_affiliation_string":"Machine Intelligence and Perception Group, Microsoft Research Cambridge, Cambridge, UK","institution_ids":["https://openalex.org/I4210164937"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010770082","display_name":"Stefano B. Blumberg","orcid":"https://orcid.org/0000-0002-7150-9918"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Stefano B. Blumberg","raw_affiliation_strings":["Centre for Medical Image Computing and Department of Computer Science, University College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Centre for Medical Image Computing and Department of Computer Science, University College London, London, UK","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045397338","display_name":"Enrico Kaden","orcid":"https://orcid.org/0000-0001-6558-3663"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Enrico Kaden","raw_affiliation_strings":["Centre for Medical Image Computing and Department of Computer Science, University College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Centre for Medical Image Computing and Department of Computer Science, University College London, London, UK","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079646301","display_name":"Godwin Ogbole","orcid":"https://orcid.org/0000-0003-0431-7198"},"institutions":[{"id":"https://openalex.org/I181631907","display_name":"University of Ibadan","ror":"https://ror.org/03wx2rr30","country_code":"NG","type":"education","lineage":["https://openalex.org/I181631907"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Godwin Ogbole","raw_affiliation_strings":["Department of Radiology, College of Medicine, University of Ibadan, Ibadan, Nigeria"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, College of Medicine, University of Ibadan, Ibadan, Nigeria","institution_ids":["https://openalex.org/I181631907"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066203015","display_name":"Biobele J. Brown","orcid":"https://orcid.org/0000-0001-6981-9872"},"institutions":[{"id":"https://openalex.org/I181631907","display_name":"University of Ibadan","ror":"https://ror.org/03wx2rr30","country_code":"NG","type":"education","lineage":["https://openalex.org/I181631907"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Biobele J. Brown","raw_affiliation_strings":["Department of Paediatrics, College of Medicine, University of Ibadan, Ibadan, Nigeria"],"affiliations":[{"raw_affiliation_string":"Department of Paediatrics, College of Medicine, University of Ibadan, Ibadan, Nigeria","institution_ids":["https://openalex.org/I181631907"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060688952","display_name":"Felice D\u2019Arco","orcid":"https://orcid.org/0000-0001-7396-591X"},"institutions":[{"id":"https://openalex.org/I2800129641","display_name":"Great Ormond Street Hospital","ror":"https://ror.org/00zn2c847","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2800129641","https://openalex.org/I2800349819"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Felice D\u2019Arco","raw_affiliation_strings":["Great Ormond Street Hospital for Children, London, UK"],"affiliations":[{"raw_affiliation_string":"Great Ormond Street Hospital for Children, London, UK","institution_ids":["https://openalex.org/I2800129641","https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088336306","display_name":"David W. Carmichael","orcid":"https://orcid.org/0000-0001-9972-0718"},"institutions":[{"id":"https://openalex.org/I2800129641","display_name":"Great Ormond Street Hospital","ror":"https://ror.org/00zn2c847","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2800129641","https://openalex.org/I2800349819"]},{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"David W. Carmichael","raw_affiliation_strings":["Department of Biomedical Engineering, King\u2019s College London, London, UK","UCL Great Ormond Street Institute of Child Health, London, UK"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, King\u2019s College London, London, UK","institution_ids":["https://openalex.org/I183935753"]},{"raw_affiliation_string":"UCL Great Ormond Street Institute of Child Health, London, UK","institution_ids":["https://openalex.org/I2800129641","https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038321047","display_name":"Ikeoluwa Lagunju","orcid":"https://orcid.org/0000-0001-9814-1028"},"institutions":[{"id":"https://openalex.org/I181631907","display_name":"University of Ibadan","ror":"https://ror.org/03wx2rr30","country_code":"NG","type":"education","lineage":["https://openalex.org/I181631907"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Ikeoluwa Lagunju","raw_affiliation_strings":["Department of Paediatrics, College of Medicine, University of Ibadan, Ibadan, Nigeria"],"affiliations":[{"raw_affiliation_string":"Department of Paediatrics, College of Medicine, University of Ibadan, Ibadan, Nigeria","institution_ids":["https://openalex.org/I181631907"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000013257","display_name":"J. Helen Cross","orcid":"https://orcid.org/0000-0001-7345-4829"},"institutions":[{"id":"https://openalex.org/I2800129641","display_name":"Great Ormond Street Hospital","ror":"https://ror.org/00zn2c847","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2800129641","https://openalex.org/I2800349819"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Helen J. Cross","raw_affiliation_strings":["Great Ormond Street Hospital for Children, London, UK","UCL Great Ormond Street Institute of Child Health, London, UK"],"affiliations":[{"raw_affiliation_string":"Great Ormond Street Hospital for Children, London, UK","institution_ids":["https://openalex.org/I2800129641","https://openalex.org/I45129253"]},{"raw_affiliation_string":"UCL Great Ormond Street Institute of Child Health, London, UK","institution_ids":["https://openalex.org/I2800129641","https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028040869","display_name":"Delmiro Fern\u00e1ndez-Reyes","orcid":"https://orcid.org/0000-0001-5070-9198"},"institutions":[{"id":"https://openalex.org/I181631907","display_name":"University of Ibadan","ror":"https://ror.org/03wx2rr30","country_code":"NG","type":"education","lineage":["https://openalex.org/I181631907"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB","NG"],"is_corresponding":false,"raw_author_name":"Delmiro Fernandez-Reyes","raw_affiliation_strings":["Centre for Medical Image Computing and Department of Computer Science, University College London, London, UK","Department of Paediatrics, College of Medicine, University of Ibadan, Ibadan, Nigeria"],"affiliations":[{"raw_affiliation_string":"Centre for Medical Image Computing and Department of Computer Science, University College London, London, UK","institution_ids":["https://openalex.org/I45129253"]},{"raw_affiliation_string":"Department of Paediatrics, College of Medicine, University of Ibadan, Ibadan, Nigeria","institution_ids":["https://openalex.org/I181631907"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033449704","display_name":"Daniel C. Alexander","orcid":"https://orcid.org/0000-0003-2439-350X"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Daniel C. Alexander","raw_affiliation_strings":["Centre for Medical Image Computing and Department of Computer Science, University College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Centre for Medical Image Computing and Department of Computer Science, University College London, London, UK","institution_ids":["https://openalex.org/I45129253"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":13,"corresponding_author_ids":["https://openalex.org/A5025866366"],"corresponding_institution_ids":["https://openalex.org/I45129253"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.8177,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.93098438,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"58","last_page":"70"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9995999932289124,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9995999932289124,"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/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9991999864578247,"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9986000061035156,"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/decimation","display_name":"Decimation","score":0.8691785335540771},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8114389181137085},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.630524754524231},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6184332370758057},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5582298636436462},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5471134185791016},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5196096301078796},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.4824441075325012},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.45656144618988037},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.28465795516967773},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10578581690788269}],"concepts":[{"id":"https://openalex.org/C173642442","wikidata":"https://www.wikidata.org/wiki/Q1253346","display_name":"Decimation","level":3,"score":0.8691785335540771},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8114389181137085},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.630524754524231},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6184332370758057},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5582298636436462},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5471134185791016},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5196096301078796},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.4824441075325012},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.45656144618988037},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.28465795516967773},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10578581690788269},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-030-33843-5_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-33843-5_6","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"},{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:10090367","is_oa":false,"landing_page_url":"https://discovery.ucl.ac.uk/id/eprint/10090367/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"     In:  Machine Learning for Medical Image Reconstruction.  (pp. pp. 58-70).  Springer Nature: Cham, Switzerland. (2019)     ","raw_type":"Proceedings paper"},{"id":"pmh:oai:kclpure.kcl.ac.uk:publications/a927cec1-53d1-4747-a0ac-f3eb01c49255","is_oa":false,"landing_page_url":"https://kclpure.kcl.ac.uk/portal/en/publications/a927cec1-53d1-4747-a0ac-f3eb01c49255","pdf_url":null,"source":{"id":"https://openalex.org/S4306400216","display_name":"Research Portal (King's College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I183935753","host_organization_name":"King's College London","host_organization_lineage":["https://openalex.org/I183935753"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Lin, H, Figini, M, Tanno, R, Blumberg, S B, Kaden, E, Ogbole, G, Brown, B J, D\u2019Arco, F, Carmichael, D W, Lagunju, I, Cross, H J, Fernandez-Reyes, D & Alexander, D C 2019, Deep Learning for Low-Field to High-Field MR : Image Quality Transfer with Probabilistic Decimation Simulator. in F Knoll, A Maier, D Rueckert & J C Ye (eds), Machine Learning for Medical Image Reconstruction - 2nd International Workshop, MLMIR 2019, held in Conjunction with MICCAI 2019, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 11905 LNCS, pp. 58-70, 2nd International Workshop on Machine Learning for Medical Image Reconstruction, MLMIR 2019 held in Conjunction with 22nd International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2019, Shenzhen, China, 17/10/2019. https://doi.org/10.1007/978-3-030-33843-5_6","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2810537366","display_name":null,"funder_award_id":"EP/M020533/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G3953918217","display_name":null,"funder_award_id":"EP/R006032/1","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":19,"referenced_works":["https://openalex.org/W1533861849","https://openalex.org/W1983240340","https://openalex.org/W2067214598","https://openalex.org/W2133665775","https://openalex.org/W2194775991","https://openalex.org/W2331918145","https://openalex.org/W2341948006","https://openalex.org/W2464708700","https://openalex.org/W2503339013","https://openalex.org/W2523944554","https://openalex.org/W2591999117","https://openalex.org/W2610571781","https://openalex.org/W2625354324","https://openalex.org/W2745006834","https://openalex.org/W2885097243","https://openalex.org/W2911060328","https://openalex.org/W2963076262","https://openalex.org/W2963869863","https://openalex.org/W4230920194"],"related_works":["https://openalex.org/W2340678901","https://openalex.org/W3029686646","https://openalex.org/W1526941731","https://openalex.org/W1513711368","https://openalex.org/W1508038409","https://openalex.org/W3106295919","https://openalex.org/W1524890377","https://openalex.org/W2355495591","https://openalex.org/W1551613892","https://openalex.org/W2005223122"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
