{"id":"https://openalex.org/W3199821908","doi":"https://doi.org/10.1109/access.2021.3139854","title":"Learning the Regularization in DCE-MR Image Reconstruction for Functional Imaging of Kidneys","display_name":"Learning the Regularization in DCE-MR Image Reconstruction for Functional Imaging of Kidneys","publication_year":2021,"publication_date":"2021-12-30","ids":{"openalex":"https://openalex.org/W3199821908","doi":"https://doi.org/10.1109/access.2021.3139854","mag":"3199821908","pmid":"https://pubmed.ncbi.nlm.nih.gov/35929000"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3139854","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3139854","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09666904.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09666904.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005242585","display_name":"Aziz Ko\u00e7anao\u011fullar\u0131","orcid":"https://orcid.org/0000-0002-4776-4206"},"institutions":[{"id":"https://openalex.org/I1288882113","display_name":"Boston Children's Hospital","ror":"https://ror.org/00dvg7y05","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1288882113"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aziz Kocanaogullari","raw_affiliation_strings":["Quantitative Intelligent Imaging Research Group (QUIN), Department of Radiology, Boston Children's Hospital and Harvard Medical School, Boston, MA 02115, USA","Department of Radiology, Quantitative Intelligent Imaging Research Group (QUIN), Boston Children's Hospital and Harvard Medical School, Boston, MA, USA"],"raw_orcid":"https://orcid.org/0000-0002-4776-4206","affiliations":[{"raw_affiliation_string":"Quantitative Intelligent Imaging Research Group (QUIN), Department of Radiology, Boston Children's Hospital and Harvard Medical School, Boston, MA 02115, USA","institution_ids":["https://openalex.org/I1288882113"]},{"raw_affiliation_string":"Department of Radiology, Quantitative Intelligent Imaging Research Group (QUIN), Boston Children's Hospital and Harvard Medical School, Boston, MA, USA","institution_ids":["https://openalex.org/I1288882113","https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059560918","display_name":"Cemre Ar\u0131y\u00fcrek","orcid":"https://orcid.org/0000-0002-1691-7097"},"institutions":[{"id":"https://openalex.org/I1288882113","display_name":"Boston Children's Hospital","ror":"https://ror.org/00dvg7y05","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1288882113"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cemre Ariyurek","raw_affiliation_strings":["Quantitative Intelligent Imaging Research Group (QUIN), Department of Radiology, Boston Children's Hospital and Harvard Medical School, Boston, MA 02115, USA","Department of Radiology, Quantitative Intelligent Imaging Research Group (QUIN), Boston Children's Hospital and Harvard Medical School, Boston, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Quantitative Intelligent Imaging Research Group (QUIN), Department of Radiology, Boston Children's Hospital and Harvard Medical School, Boston, MA 02115, USA","institution_ids":["https://openalex.org/I1288882113"]},{"raw_affiliation_string":"Department of Radiology, Quantitative Intelligent Imaging Research Group (QUIN), Boston Children's Hospital and Harvard Medical School, Boston, MA, USA","institution_ids":["https://openalex.org/I1288882113","https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071639216","display_name":"Onur Afacan","orcid":"https://orcid.org/0000-0003-2112-3205"},"institutions":[{"id":"https://openalex.org/I1288882113","display_name":"Boston Children's Hospital","ror":"https://ror.org/00dvg7y05","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1288882113"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Onur Afacan","raw_affiliation_strings":["Quantitative Intelligent Imaging Research Group (QUIN), Department of Radiology, Boston Children's Hospital and Harvard Medical School, Boston, MA 02115, USA","Department of Radiology, Quantitative Intelligent Imaging Research Group (QUIN), Boston Children's Hospital and Harvard Medical School, Boston, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Quantitative Intelligent Imaging Research Group (QUIN), Department of Radiology, Boston Children's Hospital and Harvard Medical School, Boston, MA 02115, USA","institution_ids":["https://openalex.org/I1288882113"]},{"raw_affiliation_string":"Department of Radiology, Quantitative Intelligent Imaging Research Group (QUIN), Boston Children's Hospital and Harvard Medical School, Boston, MA, USA","institution_ids":["https://openalex.org/I1288882113","https://openalex.org/I136199984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078857532","display_name":"Sila Kurugol","orcid":"https://orcid.org/0000-0002-5081-4569"},"institutions":[{"id":"https://openalex.org/I1288882113","display_name":"Boston Children's Hospital","ror":"https://ror.org/00dvg7y05","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1288882113"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sila Kurugol","raw_affiliation_strings":["Quantitative Intelligent Imaging Research Group (QUIN), Department of Radiology, Boston Children's Hospital and Harvard Medical School, Boston, MA 02115, USA","Department of Radiology, Quantitative Intelligent Imaging Research Group (QUIN), Boston Children's Hospital and Harvard Medical School, Boston, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Quantitative Intelligent Imaging Research Group (QUIN), Department of Radiology, Boston Children's Hospital and Harvard Medical School, Boston, MA 02115, USA","institution_ids":["https://openalex.org/I1288882113"]},{"raw_affiliation_string":"Department of Radiology, Quantitative Intelligent Imaging Research Group (QUIN), Boston Children's Hospital and Harvard Medical School, Boston, MA, USA","institution_ids":["https://openalex.org/I1288882113","https://openalex.org/I136199984"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.6339,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.67509716,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"10","issue":null,"first_page":"4102","last_page":"4111"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9998000264167786,"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":0.9998000264167786,"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/T11885","display_name":"MRI in cancer diagnosis","score":0.9986000061035156,"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/T11778","display_name":"Electrical and Bioimpedance Tomography","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/regularization","display_name":"Regularization (linguistics)","score":0.7788761854171753},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7226135730743408},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6825481057167053},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.6501510739326477},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.6459072828292847},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.5548344254493713},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.506658136844635},{"id":"https://openalex.org/keywords/real-time-mri","display_name":"Real-time MRI","score":0.5017848014831543},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.47639408707618713},{"id":"https://openalex.org/keywords/temporal-resolution","display_name":"Temporal resolution","score":0.47186654806137085},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.45863234996795654},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.4418882131576538},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.3091088533401489},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08009195327758789},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.07836398482322693}],"concepts":[{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.7788761854171753},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7226135730743408},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6825481057167053},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.6501510739326477},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.6459072828292847},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.5548344254493713},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.506658136844635},{"id":"https://openalex.org/C157787499","wikidata":"https://www.wikidata.org/wiki/Q13479657","display_name":"Real-time MRI","level":3,"score":0.5017848014831543},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.47639408707618713},{"id":"https://openalex.org/C119666444","wikidata":"https://www.wikidata.org/wiki/Q5977280","display_name":"Temporal resolution","level":2,"score":0.47186654806137085},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.45863234996795654},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.4418882131576538},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.3091088533401489},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08009195327758789},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.07836398482322693},{"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/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/access.2021.3139854","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3139854","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09666904.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmid:35929000","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35929000","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":"IEEE access : practical innovations, open solutions","raw_type":null},{"id":"pmh:oai:arXiv.org:2109.07548","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2109.07548","pdf_url":"https://arxiv.org/pdf/2109.07548","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"id":"pmh:oai:doaj.org/article:5e0639d703d34086bf26b0fa7f9c0b51","is_oa":true,"landing_page_url":"https://doaj.org/article/5e0639d703d34086bf26b0fa7f9c0b51","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":"IEEE Access, Vol 10, Pp 4102-4111 (2022)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9348606","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9348606","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3139854","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3139854","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09666904.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1135368410","display_name":null,"funder_award_id":"R01NS121657","funder_id":"https://openalex.org/F4320337359","funder_display_name":"National Institute of Neurological Disorders and Stroke"},{"id":"https://openalex.org/G1488965178","display_name":null,"funder_award_id":"R01LM013608","funder_id":"https://openalex.org/F4320337372","funder_display_name":"U.S. National Library of Medicine"},{"id":"https://openalex.org/G1716662322","display_name":null,"funder_award_id":"R01 DK125561","funder_id":"https://openalex.org/F4320337357","funder_display_name":"National Institute of Diabetes and Digestive and Kidney Diseases"},{"id":"https://openalex.org/G2264610964","display_name":null,"funder_award_id":"R01NS121657","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G2918484649","display_name":null,"funder_award_id":"R01 NS121657","funder_id":"https://openalex.org/F4320337359","funder_display_name":"National Institute of Neurological Disorders and Stroke"},{"id":"https://openalex.org/G3233158282","display_name":null,"funder_award_id":"R21 DK123569","funder_id":"https://openalex.org/F4320337357","funder_display_name":"National Institute of Diabetes and Digestive and Kidney Diseases"},{"id":"https://openalex.org/G3480171961","display_name":null,"funder_award_id":"R01DK125561","funder_id":"https://openalex.org/F4320337357","funder_display_name":"National Institute of Diabetes and Digestive and Kidney Diseases"},{"id":"https://openalex.org/G3888059660","display_name":null,"funder_award_id":"R01 LM013608","funder_id":"https://openalex.org/F4320337372","funder_display_name":"U.S. National Library of Medicine"},{"id":"https://openalex.org/G3925237147","display_name":null,"funder_award_id":"2019056","funder_id":"https://openalex.org/F4320320950","funder_display_name":"United States-Israel Binational Science Foundation"},{"id":"https://openalex.org/G4313504031","display_name":null,"funder_award_id":"R21DK123569","funder_id":"https://openalex.org/F4320337357","funder_display_name":"National Institute of Diabetes and Digestive and Kidney Diseases"},{"id":"https://openalex.org/G4858593327","display_name":null,"funder_award_id":"2019056","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G5598540366","display_name":null,"funder_award_id":"PP-1905-34002","funder_id":"https://openalex.org/F4320306161","funder_display_name":"National Multiple Sclerosis Society"},{"id":"https://openalex.org/G6012614208","display_name":null,"funder_award_id":"R01LM013608","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G667249789","display_name":null,"funder_award_id":"R21DK123569","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G7289331781","display_name":null,"funder_award_id":"R21 EB029627","funder_id":"https://openalex.org/F4320337363","funder_display_name":"National Institute of Biomedical Imaging and Bioengineering"},{"id":"https://openalex.org/G7751687233","display_name":null,"funder_award_id":"R21EB029627","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G7826994685","display_name":null,"funder_award_id":"R21EB029627","funder_id":"https://openalex.org/F4320337357","funder_display_name":"National Institute of Diabetes and Digestive and Kidney Diseases"},{"id":"https://openalex.org/G8463093704","display_name":null,"funder_award_id":"R21EB029627","funder_id":"https://openalex.org/F4320337363","funder_display_name":"National Institute of Biomedical Imaging and Bioengineering"},{"id":"https://openalex.org/G8615663538","display_name":null,"funder_award_id":"R21EB029627","funder_id":"https://openalex.org/F4320337359","funder_display_name":"National Institute of Neurological Disorders and Stroke"},{"id":"https://openalex.org/G8748029262","display_name":null,"funder_award_id":"R21DK123569","funder_id":"https://openalex.org/F4320337359","funder_display_name":"National Institute of Neurological Disorders and Stroke"},{"id":"https://openalex.org/G8852479881","display_name":null,"funder_award_id":"R01DK125561","funder_id":"https://openalex.org/F4320337359","funder_display_name":"National Institute of Neurological Disorders and Stroke"}],"funders":[{"id":"https://openalex.org/F4320306161","display_name":"National Multiple Sclerosis Society","ror":"https://ror.org/03019wv17"},{"id":"https://openalex.org/F4320320084","display_name":"Multiple Sclerosis Society","ror":"https://ror.org/043fwdk81"},{"id":"https://openalex.org/F4320320950","display_name":"United States-Israel Binational Science Foundation","ror":"https://ror.org/00j8z2m73"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337357","display_name":"National Institute of Diabetes and Digestive and Kidney Diseases","ror":"https://ror.org/00adh9b73"},{"id":"https://openalex.org/F4320337359","display_name":"National Institute of Neurological Disorders and Stroke","ror":"https://ror.org/01s5ya894"},{"id":"https://openalex.org/F4320337363","display_name":"National Institute of Biomedical Imaging and Bioengineering","ror":"https://ror.org/00372qc85"},{"id":"https://openalex.org/F4320337372","display_name":"U.S. National Library of Medicine","ror":"https://ror.org/0060t0j89"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3199821908.pdf","grobid_xml":"https://content.openalex.org/works/W3199821908.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W1482297123","https://openalex.org/W1878263927","https://openalex.org/W2003271614","https://openalex.org/W2093461708","https://openalex.org/W2094568618","https://openalex.org/W2134051605","https://openalex.org/W2145020729","https://openalex.org/W2146481498","https://openalex.org/W2168668658","https://openalex.org/W2168903001","https://openalex.org/W2262653947","https://openalex.org/W2594014149","https://openalex.org/W2906587342","https://openalex.org/W2964013315","https://openalex.org/W2964308363","https://openalex.org/W2964319666","https://openalex.org/W2979844603","https://openalex.org/W2983469908","https://openalex.org/W2994868024","https://openalex.org/W3003792417","https://openalex.org/W3015944514","https://openalex.org/W3035863145","https://openalex.org/W3092888419","https://openalex.org/W3123383680","https://openalex.org/W3163954017","https://openalex.org/W4205266898","https://openalex.org/W4226179979","https://openalex.org/W4235916052","https://openalex.org/W6780320568"],"related_works":["https://openalex.org/W2896778670","https://openalex.org/W2339684922","https://openalex.org/W1979782214","https://openalex.org/W36742526","https://openalex.org/W2030107647","https://openalex.org/W2944761405","https://openalex.org/W2468779126","https://openalex.org/W2039372341","https://openalex.org/W2187562763","https://openalex.org/W1964707821"],"abstract_inverted_index":{"Kidney":[0],"DCE-MRI":[1],"aims":[2],"at":[3],"both":[4],"qualitative":[5],"assessment":[6,12],"of":[7,13,26,34,68,74,126,131],"kidney":[8,14,177],"anatomy":[9],"and":[10,155],"quantitative":[11],"function":[15,38],"by":[16,142],"estimating":[17],"the":[18,35,58,90,96,101,124,157,184,190,200,203,207,210],"tracer":[19],"kinetic":[20],"(TK)":[21],"model":[22,28],"parameters.":[23],"Accurate":[24],"estimation":[25,103],"TK":[27],"parameters":[29],"requires":[30],"an":[31],"accurate":[32],"measurement":[33],"arterial":[36],"input":[37,160],"(AIF)":[39],"with":[40,133,169,183],"high":[41,50],"temporal":[42,51,75],"resolution.":[43],"Accelerated":[44],"imaging":[45,128],"is":[46,77],"used":[47],"to":[48,81,117,166],"achieve":[49],"resolution,":[52],"which":[53,99,193],"yields":[54],"under-sampling":[55,120],"artifacts":[56,92,121,208],"in":[57,86,137,176,209],"reconstructed":[59,211],"images.":[60,212],"Compressed":[61],"sensing":[62],"(CS)":[63],"methods":[64,88],"offer":[65],"a":[66,110,134,146],"variety":[67],"reconstruction":[69,192],"options.":[70],"Most":[71],"commonly,":[72],"sparsity":[73],"differences":[76],"encouraged":[78],"for":[79,196],"regularization":[80,85,141,171],"reduce":[82,118],"artifacts.":[83],"Increasing":[84],"CS":[87,167,191],"removes":[89],"ambient":[91],"but":[93],"also":[94],"over-smooths":[95],"signal":[97],"temporally":[98],"reduces":[100,206],"parameter":[102],"accuracy.":[104],"In":[105,150],"this":[106,151],"work,":[107],"we":[108,139,153],"propose":[109],"single":[111],"image":[112],"trained":[113],"deep":[114],"neural":[115],"network":[116],"MRI":[119],"without":[122],"reducing":[123],"accuracy":[125],"functional":[127,197],"markers.":[129],"Instead":[130],"regularizing":[132],"penalty":[135],"term":[136],"optimization,":[138],"promote":[140],"generating":[143],"images":[144],"from":[145],"lower":[147,158],"dimensional":[148,159],"representation.":[149],"manuscript":[152],"motivate":[154],"explain":[156],"design.":[161],"We":[162],"compare":[163],"our":[164],"approach":[165,174,205],"reconstructions":[168],"multiple":[170],"weights.":[172],"Proposed":[173],"results":[175],"biomarkers":[178],"that":[179],"are":[180],"highly":[181],"correlated":[182],"ground":[185],"truth":[186],"markers":[187],"estimated":[188],"using":[189],"was":[194],"optimized":[195],"analysis.":[198],"At":[199],"same":[201],"time,":[202],"proposed":[204]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}