An observational multi‐clinic implementation science study to evaluate barriers and enablers of real‐world use of confirmatory blood‐based biomarkers for the diagnosis of early Alzheimer’s disease Article Swipe
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.1002/alz.088784
Background New innovations take a long time to be utilized into routine healthcare due to intrinsic and practical barriers. Implementation science can identify such barriers and offer potential solutions to speed up this process. Blood‐based biomarkers (BBBMs) may enable scalable confirmation of amyloid pathology in the Alzheimer’s disease (AD) care pathway with test performance similar to cerebrospinal fluid (CSF) testing and positron emission tomography (PET), so‐called confirmatory biomarkers as they can corroborate amyloid pathology with high certainty. However, establishing effectiveness does not guarantee translation into the care pathway. The objective of this study is to evaluate the feasibility of implementing BBBMs as confirmatory diagnostic tools for early AD in real‐world clinical practice. Method This prospective, multi‐clinic study will use the updated Consolidated Framework for Implementation Research to guide the implementation strategy. Consenting participants with first referral for evaluation of progressive cognitive decline will be assigned to: Arm 1 (standard‐of‐care [SOC]) or Arm 2 (confirmatory BBBM). Laboratory, cognitive and magnetic resonance imaging assessments will be performed in both arms as per the SOC in a memory clinic where BBBMs are accessible. Amyloid biomarkers will be confirmed by PET or CSF assessment in Arm 1 and confirmatory BBBMs in Arm 2. Implementation science questionnaires (clinicians) and qualitative interviews (clinicians and patients) will be conducted at baseline and at end of study in both arms. The following implementation science outcomes will be evaluated: feasibility, acceptability and appropriateness of BBBMs using validated questionnaires; proportion of patients and reach (diversity representativeness [e.g., sex/race/age]) with a biomarker‐confirmed diagnosis; barriers and facilitators of BBBM implementation; time, number of visits and costs for a biomarker‐confirmed diagnosis. An estimated 60 subjects will participate in qualitative interviews based on information saturation guiding principle. Result The study will generate real‐world data on implementation of confirmatory BBBMs into clinical practice, specifically into a memory clinic set‐up. Interim results will be presented as available. Conclusion This study will provide a rationally and systematically tested and studied blueprint and recommendations for implementing confirmatory BBBMs into healthcare systems by identifying facilitators and barriers. The outcomes are intended to be used in educational programs for accelerated uptake of BBBMs.
Related Topics
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1002/alz.088784
- OA Status
- hybrid
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4406209218
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W4406209218Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.1002/alz.088784Digital Object Identifier
- Title
-
An observational multi‐clinic implementation science study to evaluate barriers and enablers of real‐world use of confirmatory blood‐based biomarkers for the diagnosis of early Alzheimer’s diseaseWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2024Year of publication
- Publication date
-
2024-12-01Full publication date if available
- Authors
-
Leah L. Zullig, Soeren Mattke, Jo Vandercappellen, Daryl Jones, Harald Hampel, Richard BatrlaList of authors in order
- Landing page
-
https://doi.org/10.1002/alz.088784Publisher landing page
- Open access
-
YesWhether a free full text is available
- OA status
-
hybridOpen access status per OpenAlex
- OA URL
-
https://doi.org/10.1002/alz.088784Direct OA link when available
- Concepts
-
Observational study, Disease, Medicine, Confirmatory factor analysis, Alzheimer's disease, Intensive care medicine, Internal medicine, Computer science, Machine learning, Structural equation modelingTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
0Total citation count in OpenAlex
- Related works (count)
-
10Other works algorithmically related by OpenAlex
Full payload
| id | https://openalex.org/W4406209218 |
|---|---|
| doi | https://doi.org/10.1002/alz.088784 |
| ids.doi | https://doi.org/10.1002/alz.088784 |
| ids.openalex | https://openalex.org/W4406209218 |
| fwci | 0.0 |
| type | article |
| title | An observational multi‐clinic implementation science study to evaluate barriers and enablers of real‐world use of confirmatory blood‐based biomarkers for the diagnosis of early Alzheimer’s disease |
| biblio.issue | S2 |
| biblio.volume | 20 |
| biblio.last_page | |
| biblio.first_page | |
| topics[0].id | https://openalex.org/T10804 |
| topics[0].field.id | https://openalex.org/fields/20 |
| topics[0].field.display_name | Economics, Econometrics and Finance |
| topics[0].score | 0.9678999781608582 |
| topics[0].domain.id | https://openalex.org/domains/2 |
| topics[0].domain.display_name | Social Sciences |
| topics[0].subfield.id | https://openalex.org/subfields/2002 |
| topics[0].subfield.display_name | Economics and Econometrics |
| topics[0].display_name | Health Systems, Economic Evaluations, Quality of Life |
| topics[1].id | https://openalex.org/T10629 |
| topics[1].field.id | https://openalex.org/fields/36 |
| topics[1].field.display_name | Health Professions |
| topics[1].score | 0.9671000242233276 |
| topics[1].domain.id | https://openalex.org/domains/4 |
| topics[1].domain.display_name | Health Sciences |
| topics[1].subfield.id | https://openalex.org/subfields/3600 |
| topics[1].subfield.display_name | General Health Professions |
| topics[1].display_name | Health Policy Implementation Science |
| is_xpac | False |
| apc_list.value | 4000 |
| apc_list.currency | USD |
| apc_list.value_usd | 4000 |
| apc_paid.value | 4000 |
| apc_paid.currency | USD |
| apc_paid.value_usd | 4000 |
| concepts[0].id | https://openalex.org/C23131810 |
| concepts[0].level | 2 |
| concepts[0].score | 0.7973909378051758 |
| concepts[0].wikidata | https://www.wikidata.org/wiki/Q818574 |
| concepts[0].display_name | Observational study |
| concepts[1].id | https://openalex.org/C2779134260 |
| concepts[1].level | 2 |
| concepts[1].score | 0.5493190884590149 |
| concepts[1].wikidata | https://www.wikidata.org/wiki/Q12136 |
| concepts[1].display_name | Disease |
| concepts[2].id | https://openalex.org/C71924100 |
| concepts[2].level | 0 |
| concepts[2].score | 0.5038883090019226 |
| concepts[2].wikidata | https://www.wikidata.org/wiki/Q11190 |
| concepts[2].display_name | Medicine |
| concepts[3].id | https://openalex.org/C40722632 |
| concepts[3].level | 3 |
| concepts[3].score | 0.46927204728126526 |
| concepts[3].wikidata | https://www.wikidata.org/wiki/Q5160137 |
| concepts[3].display_name | Confirmatory factor analysis |
| concepts[4].id | https://openalex.org/C502032728 |
| concepts[4].level | 3 |
| concepts[4].score | 0.43326032161712646 |
| concepts[4].wikidata | https://www.wikidata.org/wiki/Q11081 |
| concepts[4].display_name | Alzheimer's disease |
| concepts[5].id | https://openalex.org/C177713679 |
| concepts[5].level | 1 |
| concepts[5].score | 0.3870030343532562 |
| concepts[5].wikidata | https://www.wikidata.org/wiki/Q679690 |
| concepts[5].display_name | Intensive care medicine |
| concepts[6].id | https://openalex.org/C126322002 |
| concepts[6].level | 1 |
| concepts[6].score | 0.23037973046302795 |
| concepts[6].wikidata | https://www.wikidata.org/wiki/Q11180 |
| concepts[6].display_name | Internal medicine |
| concepts[7].id | https://openalex.org/C41008148 |
| concepts[7].level | 0 |
| concepts[7].score | 0.198304682970047 |
| concepts[7].wikidata | https://www.wikidata.org/wiki/Q21198 |
| concepts[7].display_name | Computer science |
| concepts[8].id | https://openalex.org/C119857082 |
| concepts[8].level | 1 |
| concepts[8].score | 0.09371054172515869 |
| concepts[8].wikidata | https://www.wikidata.org/wiki/Q2539 |
| concepts[8].display_name | Machine learning |
| concepts[9].id | https://openalex.org/C71104824 |
| concepts[9].level | 2 |
| concepts[9].score | 0.06056028604507446 |
| concepts[9].wikidata | https://www.wikidata.org/wiki/Q1476639 |
| concepts[9].display_name | Structural equation modeling |
| keywords[0].id | https://openalex.org/keywords/observational-study |
| keywords[0].score | 0.7973909378051758 |
| keywords[0].display_name | Observational study |
| keywords[1].id | https://openalex.org/keywords/disease |
| keywords[1].score | 0.5493190884590149 |
| keywords[1].display_name | Disease |
| keywords[2].id | https://openalex.org/keywords/medicine |
| keywords[2].score | 0.5038883090019226 |
| keywords[2].display_name | Medicine |
| keywords[3].id | https://openalex.org/keywords/confirmatory-factor-analysis |
| keywords[3].score | 0.46927204728126526 |
| keywords[3].display_name | Confirmatory factor analysis |
| keywords[4].id | https://openalex.org/keywords/alzheimers-disease |
| keywords[4].score | 0.43326032161712646 |
| keywords[4].display_name | Alzheimer's disease |
| keywords[5].id | https://openalex.org/keywords/intensive-care-medicine |
| keywords[5].score | 0.3870030343532562 |
| keywords[5].display_name | Intensive care medicine |
| keywords[6].id | https://openalex.org/keywords/internal-medicine |
| keywords[6].score | 0.23037973046302795 |
| keywords[6].display_name | Internal medicine |
| keywords[7].id | https://openalex.org/keywords/computer-science |
| keywords[7].score | 0.198304682970047 |
| keywords[7].display_name | Computer science |
| keywords[8].id | https://openalex.org/keywords/machine-learning |
| keywords[8].score | 0.09371054172515869 |
| keywords[8].display_name | Machine learning |
| keywords[9].id | https://openalex.org/keywords/structural-equation-modeling |
| keywords[9].score | 0.06056028604507446 |
| keywords[9].display_name | Structural equation modeling |
| language | en |
| locations[0].id | doi:10.1002/alz.088784 |
| locations[0].is_oa | True |
| locations[0].source.id | https://openalex.org/S108427512 |
| locations[0].source.issn | 1552-5260, 1552-5279 |
| locations[0].source.type | journal |
| locations[0].source.is_oa | False |
| locations[0].source.issn_l | 1552-5260 |
| locations[0].source.is_core | True |
| locations[0].source.is_in_doaj | False |
| locations[0].source.display_name | Alzheimer s & Dementia |
| locations[0].source.host_organization | https://openalex.org/P4310320595 |
| locations[0].source.host_organization_name | Wiley |
| locations[0].source.host_organization_lineage | https://openalex.org/P4310320595 |
| locations[0].source.host_organization_lineage_names | Wiley |
| locations[0].license | cc-by |
| locations[0].pdf_url | |
| locations[0].version | publishedVersion |
| locations[0].raw_type | journal-article |
| locations[0].license_id | https://openalex.org/licenses/cc-by |
| locations[0].is_accepted | True |
| locations[0].is_published | True |
| locations[0].raw_source_name | Alzheimer's & Dementia |
| locations[0].landing_page_url | https://doi.org/10.1002/alz.088784 |
| locations[1].id | pmh:oai:pubmedcentral.nih.gov:11716053 |
| locations[1].is_oa | True |
| locations[1].source.id | https://openalex.org/S2764455111 |
| locations[1].source.issn | |
| locations[1].source.type | repository |
| locations[1].source.is_oa | False |
| locations[1].source.issn_l | |
| locations[1].source.is_core | False |
| locations[1].source.is_in_doaj | False |
| locations[1].source.display_name | PubMed Central |
| locations[1].source.host_organization | https://openalex.org/I1299303238 |
| locations[1].source.host_organization_name | National Institutes of Health |
| locations[1].source.host_organization_lineage | https://openalex.org/I1299303238 |
| locations[1].license | other-oa |
| locations[1].pdf_url | |
| locations[1].version | submittedVersion |
| locations[1].raw_type | Text |
| locations[1].license_id | https://openalex.org/licenses/other-oa |
| locations[1].is_accepted | False |
| locations[1].is_published | False |
| locations[1].raw_source_name | Alzheimers Dement |
| locations[1].landing_page_url | https://www.ncbi.nlm.nih.gov/pmc/articles/11716053 |
| indexed_in | crossref |
| authorships[0].author.id | https://openalex.org/A5054551879 |
| authorships[0].author.orcid | https://orcid.org/0000-0002-6638-409X |
| authorships[0].author.display_name | Leah L. Zullig |
| authorships[0].countries | US |
| authorships[0].affiliations[0].institution_ids | https://openalex.org/I170897317 |
| authorships[0].affiliations[0].raw_affiliation_string | Duke University School of Medicine, Durham, NC USA |
| authorships[0].institutions[0].id | https://openalex.org/I170897317 |
| authorships[0].institutions[0].ror | https://ror.org/00py81415 |
| authorships[0].institutions[0].type | education |
| authorships[0].institutions[0].lineage | https://openalex.org/I170897317 |
| authorships[0].institutions[0].country_code | US |
| authorships[0].institutions[0].display_name | Duke University |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | Leah Zullig |
| authorships[0].is_corresponding | False |
| authorships[0].raw_affiliation_strings | Duke University School of Medicine, Durham, NC USA |
| authorships[1].author.id | https://openalex.org/A5022581727 |
| authorships[1].author.orcid | https://orcid.org/0000-0003-4666-9132 |
| authorships[1].author.display_name | Soeren Mattke |
| authorships[1].countries | US |
| authorships[1].affiliations[0].institution_ids | https://openalex.org/I1174212 |
| authorships[1].affiliations[0].raw_affiliation_string | University of Southern California, Los Angeles, CA USA |
| authorships[1].institutions[0].id | https://openalex.org/I1174212 |
| authorships[1].institutions[0].ror | https://ror.org/03taz7m60 |
| authorships[1].institutions[0].type | education |
| authorships[1].institutions[0].lineage | https://openalex.org/I1174212 |
| authorships[1].institutions[0].country_code | US |
| authorships[1].institutions[0].display_name | University of Southern California |
| authorships[1].author_position | middle |
| authorships[1].raw_author_name | Soeren Mattke |
| authorships[1].is_corresponding | False |
| authorships[1].raw_affiliation_strings | University of Southern California, Los Angeles, CA USA |
| authorships[2].author.id | https://openalex.org/A5081421996 |
| authorships[2].author.orcid | https://orcid.org/0000-0001-8073-5493 |
| authorships[2].author.display_name | Jo Vandercappellen |
| authorships[2].countries | US |
| authorships[2].affiliations[0].institution_ids | https://openalex.org/I4210151718 |
| authorships[2].affiliations[0].raw_affiliation_string | Eisai Inc., Nutley, NJ USA |
| authorships[2].institutions[0].id | https://openalex.org/I4210151718 |
| authorships[2].institutions[0].ror | https://ror.org/0469x1750 |
| authorships[2].institutions[0].type | company |
| authorships[2].institutions[0].lineage | https://openalex.org/I4210151718, https://openalex.org/I55881946 |
| authorships[2].institutions[0].country_code | US |
| authorships[2].institutions[0].display_name | Eisai (United States) |
| authorships[2].author_position | middle |
| authorships[2].raw_author_name | Jo Vandercappellen |
| authorships[2].is_corresponding | False |
| authorships[2].raw_affiliation_strings | Eisai Inc., Nutley, NJ USA |
| authorships[3].author.id | https://openalex.org/A5072437089 |
| authorships[3].author.orcid | |
| authorships[3].author.display_name | Daryl Jones |
| authorships[3].countries | US |
| authorships[3].affiliations[0].institution_ids | https://openalex.org/I4210151718 |
| authorships[3].affiliations[0].raw_affiliation_string | Eisai Inc, Nutley, NJ USA |
| authorships[3].institutions[0].id | https://openalex.org/I4210151718 |
| authorships[3].institutions[0].ror | https://ror.org/0469x1750 |
| authorships[3].institutions[0].type | company |
| authorships[3].institutions[0].lineage | https://openalex.org/I4210151718, https://openalex.org/I55881946 |
| authorships[3].institutions[0].country_code | US |
| authorships[3].institutions[0].display_name | Eisai (United States) |
| authorships[3].author_position | middle |
| authorships[3].raw_author_name | Daryl Jones |
| authorships[3].is_corresponding | False |
| authorships[3].raw_affiliation_strings | Eisai Inc, Nutley, NJ USA |
| authorships[4].author.id | https://openalex.org/A5037109052 |
| authorships[4].author.orcid | https://orcid.org/0000-0003-0894-8982 |
| authorships[4].author.display_name | Harald Hampel |
| authorships[4].countries | US |
| authorships[4].affiliations[0].institution_ids | https://openalex.org/I4210151718 |
| authorships[4].affiliations[0].raw_affiliation_string | Eisai Inc., Nutley, NJ USA |
| authorships[4].institutions[0].id | https://openalex.org/I4210151718 |
| authorships[4].institutions[0].ror | https://ror.org/0469x1750 |
| authorships[4].institutions[0].type | company |
| authorships[4].institutions[0].lineage | https://openalex.org/I4210151718, https://openalex.org/I55881946 |
| authorships[4].institutions[0].country_code | US |
| authorships[4].institutions[0].display_name | Eisai (United States) |
| authorships[4].author_position | middle |
| authorships[4].raw_author_name | Harald Hampel |
| authorships[4].is_corresponding | False |
| authorships[4].raw_affiliation_strings | Eisai Inc., Nutley, NJ USA |
| authorships[5].author.id | https://openalex.org/A5016041755 |
| authorships[5].author.orcid | |
| authorships[5].author.display_name | Richard Batrla |
| authorships[5].countries | US |
| authorships[5].affiliations[0].institution_ids | https://openalex.org/I4210151718 |
| authorships[5].affiliations[0].raw_affiliation_string | Eisai Inc., Nutley, NJ USA |
| authorships[5].institutions[0].id | https://openalex.org/I4210151718 |
| authorships[5].institutions[0].ror | https://ror.org/0469x1750 |
| authorships[5].institutions[0].type | company |
| authorships[5].institutions[0].lineage | https://openalex.org/I4210151718, https://openalex.org/I55881946 |
| authorships[5].institutions[0].country_code | US |
| authorships[5].institutions[0].display_name | Eisai (United States) |
| authorships[5].author_position | last |
| authorships[5].raw_author_name | Richard Batrla |
| authorships[5].is_corresponding | False |
| authorships[5].raw_affiliation_strings | Eisai Inc., Nutley, NJ USA |
| has_content.pdf | False |
| has_content.grobid_xml | False |
| is_paratext | False |
| open_access.is_oa | True |
| open_access.oa_url | https://doi.org/10.1002/alz.088784 |
| open_access.oa_status | hybrid |
| open_access.any_repository_has_fulltext | False |
| created_date | 2025-10-10T00:00:00 |
| display_name | An observational multi‐clinic implementation science study to evaluate barriers and enablers of real‐world use of confirmatory blood‐based biomarkers for the diagnosis of early Alzheimer’s disease |
| has_fulltext | False |
| is_retracted | False |
| updated_date | 2025-11-06T03:46:38.306776 |
| primary_topic.id | https://openalex.org/T10804 |
| primary_topic.field.id | https://openalex.org/fields/20 |
| primary_topic.field.display_name | Economics, Econometrics and Finance |
| primary_topic.score | 0.9678999781608582 |
| primary_topic.domain.id | https://openalex.org/domains/2 |
| primary_topic.domain.display_name | Social Sciences |
| primary_topic.subfield.id | https://openalex.org/subfields/2002 |
| primary_topic.subfield.display_name | Economics and Econometrics |
| primary_topic.display_name | Health Systems, Economic Evaluations, Quality of Life |
| related_works | https://openalex.org/W4381328000, https://openalex.org/W2109147503, https://openalex.org/W2103779230, https://openalex.org/W2911339178, https://openalex.org/W334096847, https://openalex.org/W2322581019, https://openalex.org/W3141050733, https://openalex.org/W2030936866, https://openalex.org/W1533309927, https://openalex.org/W3141550469 |
| cited_by_count | 0 |
| locations_count | 2 |
| best_oa_location.id | doi:10.1002/alz.088784 |
| best_oa_location.is_oa | True |
| best_oa_location.source.id | https://openalex.org/S108427512 |
| best_oa_location.source.issn | 1552-5260, 1552-5279 |
| best_oa_location.source.type | journal |
| best_oa_location.source.is_oa | False |
| best_oa_location.source.issn_l | 1552-5260 |
| best_oa_location.source.is_core | True |
| best_oa_location.source.is_in_doaj | False |
| best_oa_location.source.display_name | Alzheimer s & Dementia |
| best_oa_location.source.host_organization | https://openalex.org/P4310320595 |
| best_oa_location.source.host_organization_name | Wiley |
| best_oa_location.source.host_organization_lineage | https://openalex.org/P4310320595 |
| best_oa_location.source.host_organization_lineage_names | Wiley |
| best_oa_location.license | cc-by |
| best_oa_location.pdf_url | |
| best_oa_location.version | publishedVersion |
| best_oa_location.raw_type | journal-article |
| best_oa_location.license_id | https://openalex.org/licenses/cc-by |
| best_oa_location.is_accepted | True |
| best_oa_location.is_published | True |
| best_oa_location.raw_source_name | Alzheimer's & Dementia |
| best_oa_location.landing_page_url | https://doi.org/10.1002/alz.088784 |
| primary_location.id | doi:10.1002/alz.088784 |
| primary_location.is_oa | True |
| primary_location.source.id | https://openalex.org/S108427512 |
| primary_location.source.issn | 1552-5260, 1552-5279 |
| primary_location.source.type | journal |
| primary_location.source.is_oa | False |
| primary_location.source.issn_l | 1552-5260 |
| primary_location.source.is_core | True |
| primary_location.source.is_in_doaj | False |
| primary_location.source.display_name | Alzheimer s & Dementia |
| primary_location.source.host_organization | https://openalex.org/P4310320595 |
| primary_location.source.host_organization_name | Wiley |
| primary_location.source.host_organization_lineage | https://openalex.org/P4310320595 |
| primary_location.source.host_organization_lineage_names | Wiley |
| primary_location.license | cc-by |
| primary_location.pdf_url | |
| primary_location.version | publishedVersion |
| primary_location.raw_type | journal-article |
| primary_location.license_id | https://openalex.org/licenses/cc-by |
| primary_location.is_accepted | True |
| primary_location.is_published | True |
| primary_location.raw_source_name | Alzheimer's & Dementia |
| primary_location.landing_page_url | https://doi.org/10.1002/alz.088784 |
| publication_date | 2024-12-01 |
| publication_year | 2024 |
| referenced_works_count | 0 |
| abstract_inverted_index.1 | 148, 193 |
| abstract_inverted_index.2 | 153 |
| abstract_inverted_index.a | 5, 174, 250, 266, 301, 317 |
| abstract_inverted_index.2. | 199 |
| abstract_inverted_index.60 | 271 |
| abstract_inverted_index.AD | 108 |
| abstract_inverted_index.An | 269 |
| abstract_inverted_index.as | 69, 102, 169, 310 |
| abstract_inverted_index.at | 213, 216 |
| abstract_inverted_index.be | 9, 144, 164, 184, 211, 229, 308, 344 |
| abstract_inverted_index.by | 186, 334 |
| abstract_inverted_index.in | 45, 109, 166, 173, 191, 197, 220, 275, 346 |
| abstract_inverted_index.is | 94 |
| abstract_inverted_index.of | 42, 91, 99, 139, 218, 235, 241, 256, 261, 293, 352 |
| abstract_inverted_index.on | 279, 291 |
| abstract_inverted_index.or | 151, 188 |
| abstract_inverted_index.to | 8, 15, 30, 56, 95, 127, 343 |
| abstract_inverted_index.up | 32 |
| abstract_inverted_index.Arm | 147, 152, 192, 198 |
| abstract_inverted_index.CSF | 189 |
| abstract_inverted_index.New | 2 |
| abstract_inverted_index.PET | 187 |
| abstract_inverted_index.SOC | 172 |
| abstract_inverted_index.The | 89, 223, 285, 339 |
| abstract_inverted_index.and | 17, 26, 61, 158, 194, 204, 208, 215, 233, 243, 254, 263, 319, 322, 325, 337 |
| abstract_inverted_index.are | 179, 341 |
| abstract_inverted_index.can | 22, 71 |
| abstract_inverted_index.due | 14 |
| abstract_inverted_index.end | 217 |
| abstract_inverted_index.for | 106, 124, 137, 265, 327, 349 |
| abstract_inverted_index.may | 38 |
| abstract_inverted_index.not | 82 |
| abstract_inverted_index.per | 170 |
| abstract_inverted_index.the | 46, 86, 97, 120, 129, 171 |
| abstract_inverted_index.to: | 146 |
| abstract_inverted_index.use | 119 |
| abstract_inverted_index.(AD) | 49 |
| abstract_inverted_index.BBBM | 257 |
| abstract_inverted_index.This | 114, 313 |
| abstract_inverted_index.arms | 168 |
| abstract_inverted_index.both | 167, 221 |
| abstract_inverted_index.care | 50, 87 |
| abstract_inverted_index.data | 290 |
| abstract_inverted_index.does | 81 |
| abstract_inverted_index.high | 76 |
| abstract_inverted_index.into | 11, 85, 296, 300, 331 |
| abstract_inverted_index.long | 6 |
| abstract_inverted_index.such | 24 |
| abstract_inverted_index.take | 4 |
| abstract_inverted_index.test | 53 |
| abstract_inverted_index.they | 70 |
| abstract_inverted_index.this | 33, 92 |
| abstract_inverted_index.time | 7 |
| abstract_inverted_index.used | 345 |
| abstract_inverted_index.will | 118, 143, 163, 183, 210, 228, 273, 287, 307, 315 |
| abstract_inverted_index.with | 52, 75, 134, 249 |
| abstract_inverted_index.(CSF) | 59 |
| abstract_inverted_index.BBBMs | 101, 178, 196, 236, 295, 330 |
| abstract_inverted_index.arms. | 222 |
| abstract_inverted_index.based | 278 |
| abstract_inverted_index.costs | 264 |
| abstract_inverted_index.early | 107 |
| abstract_inverted_index.first | 135 |
| abstract_inverted_index.fluid | 58 |
| abstract_inverted_index.guide | 128 |
| abstract_inverted_index.offer | 27 |
| abstract_inverted_index.reach | 244 |
| abstract_inverted_index.speed | 31 |
| abstract_inverted_index.study | 93, 117, 219, 286, 314 |
| abstract_inverted_index.time, | 259 |
| abstract_inverted_index.tools | 105 |
| abstract_inverted_index.using | 237 |
| abstract_inverted_index.where | 177 |
| abstract_inverted_index.(PET), | 65 |
| abstract_inverted_index.BBBM). | 155 |
| abstract_inverted_index.BBBMs. | 353 |
| abstract_inverted_index.Method | 113 |
| abstract_inverted_index.Result | 284 |
| abstract_inverted_index.[SOC]) | 150 |
| abstract_inverted_index.[e.g., | 247 |
| abstract_inverted_index.clinic | 176, 303 |
| abstract_inverted_index.enable | 39 |
| abstract_inverted_index.memory | 175, 302 |
| abstract_inverted_index.number | 260 |
| abstract_inverted_index.tested | 321 |
| abstract_inverted_index.uptake | 351 |
| abstract_inverted_index.visits | 262 |
| abstract_inverted_index.(BBBMs) | 37 |
| abstract_inverted_index.Amyloid | 181 |
| abstract_inverted_index.Interim | 305 |
| abstract_inverted_index.amyloid | 43, 73 |
| abstract_inverted_index.decline | 142 |
| abstract_inverted_index.disease | 48 |
| abstract_inverted_index.guiding | 282 |
| abstract_inverted_index.imaging | 161 |
| abstract_inverted_index.pathway | 51 |
| abstract_inverted_index.provide | 316 |
| abstract_inverted_index.results | 306 |
| abstract_inverted_index.routine | 12 |
| abstract_inverted_index.science | 21, 201, 226 |
| abstract_inverted_index.similar | 55 |
| abstract_inverted_index.studied | 323 |
| abstract_inverted_index.systems | 333 |
| abstract_inverted_index.testing | 60 |
| abstract_inverted_index.updated | 121 |
| abstract_inverted_index.Abstract | 0 |
| abstract_inverted_index.However, | 78 |
| abstract_inverted_index.Research | 126 |
| abstract_inverted_index.assigned | 145 |
| abstract_inverted_index.barriers | 25, 253 |
| abstract_inverted_index.baseline | 214 |
| abstract_inverted_index.clinical | 111, 297 |
| abstract_inverted_index.emission | 63 |
| abstract_inverted_index.evaluate | 96 |
| abstract_inverted_index.generate | 288 |
| abstract_inverted_index.identify | 23 |
| abstract_inverted_index.intended | 342 |
| abstract_inverted_index.magnetic | 159 |
| abstract_inverted_index.outcomes | 227, 340 |
| abstract_inverted_index.pathway. | 88 |
| abstract_inverted_index.patients | 242 |
| abstract_inverted_index.positron | 62 |
| abstract_inverted_index.process. | 34 |
| abstract_inverted_index.programs | 348 |
| abstract_inverted_index.referral | 136 |
| abstract_inverted_index.scalable | 40 |
| abstract_inverted_index.subjects | 272 |
| abstract_inverted_index.utilized | 10 |
| abstract_inverted_index.Framework | 123 |
| abstract_inverted_index.barriers. | 19, 338 |
| abstract_inverted_index.blueprint | 324 |
| abstract_inverted_index.cognitive | 141, 157 |
| abstract_inverted_index.conducted | 212 |
| abstract_inverted_index.confirmed | 185 |
| abstract_inverted_index.estimated | 270 |
| abstract_inverted_index.following | 224 |
| abstract_inverted_index.guarantee | 83 |
| abstract_inverted_index.intrinsic | 16 |
| abstract_inverted_index.objective | 90 |
| abstract_inverted_index.pathology | 44, 74 |
| abstract_inverted_index.patients) | 209 |
| abstract_inverted_index.performed | 165 |
| abstract_inverted_index.potential | 28 |
| abstract_inverted_index.practical | 18 |
| abstract_inverted_index.practice, | 298 |
| abstract_inverted_index.practice. | 112 |
| abstract_inverted_index.presented | 309 |
| abstract_inverted_index.resonance | 160 |
| abstract_inverted_index.set‐up. | 304 |
| abstract_inverted_index.solutions | 29 |
| abstract_inverted_index.strategy. | 131 |
| abstract_inverted_index.validated | 238 |
| abstract_inverted_index.(diversity | 245 |
| abstract_inverted_index.Background | 1 |
| abstract_inverted_index.Conclusion | 312 |
| abstract_inverted_index.Consenting | 132 |
| abstract_inverted_index.assessment | 190 |
| abstract_inverted_index.available. | 311 |
| abstract_inverted_index.biomarkers | 36, 68, 182 |
| abstract_inverted_index.certainty. | 77 |
| abstract_inverted_index.diagnosis. | 268 |
| abstract_inverted_index.diagnosis; | 252 |
| abstract_inverted_index.diagnostic | 104 |
| abstract_inverted_index.evaluated: | 230 |
| abstract_inverted_index.evaluation | 138 |
| abstract_inverted_index.healthcare | 13, 332 |
| abstract_inverted_index.interviews | 206, 277 |
| abstract_inverted_index.principle. | 283 |
| abstract_inverted_index.proportion | 240 |
| abstract_inverted_index.rationally | 318 |
| abstract_inverted_index.saturation | 281 |
| abstract_inverted_index.tomography | 64 |
| abstract_inverted_index.(clinicians | 207 |
| abstract_inverted_index.Laboratory, | 156 |
| abstract_inverted_index.accelerated | 350 |
| abstract_inverted_index.accessible. | 180 |
| abstract_inverted_index.assessments | 162 |
| abstract_inverted_index.corroborate | 72 |
| abstract_inverted_index.educational | 347 |
| abstract_inverted_index.feasibility | 98 |
| abstract_inverted_index.identifying | 335 |
| abstract_inverted_index.information | 280 |
| abstract_inverted_index.innovations | 3 |
| abstract_inverted_index.participate | 274 |
| abstract_inverted_index.performance | 54 |
| abstract_inverted_index.progressive | 140 |
| abstract_inverted_index.qualitative | 205, 276 |
| abstract_inverted_index.so‐called | 66 |
| abstract_inverted_index.translation | 84 |
| abstract_inverted_index.(clinicians) | 203 |
| abstract_inverted_index.Consolidated | 122 |
| abstract_inverted_index.confirmation | 41 |
| abstract_inverted_index.confirmatory | 67, 103, 195, 294, 329 |
| abstract_inverted_index.establishing | 79 |
| abstract_inverted_index.facilitators | 255, 336 |
| abstract_inverted_index.feasibility, | 231 |
| abstract_inverted_index.implementing | 100, 328 |
| abstract_inverted_index.participants | 133 |
| abstract_inverted_index.prospective, | 115 |
| abstract_inverted_index.real‐world | 110, 289 |
| abstract_inverted_index.specifically | 299 |
| abstract_inverted_index.(confirmatory | 154 |
| abstract_inverted_index.Alzheimer’s | 47 |
| abstract_inverted_index.Blood‐based | 35 |
| abstract_inverted_index.acceptability | 232 |
| abstract_inverted_index.cerebrospinal | 57 |
| abstract_inverted_index.effectiveness | 80 |
| abstract_inverted_index.Implementation | 20, 125, 200 |
| abstract_inverted_index.implementation | 130, 225, 292 |
| abstract_inverted_index.multi‐clinic | 116 |
| abstract_inverted_index.questionnaires | 202 |
| abstract_inverted_index.sex/race/age]) | 248 |
| abstract_inverted_index.systematically | 320 |
| abstract_inverted_index.appropriateness | 234 |
| abstract_inverted_index.implementation; | 258 |
| abstract_inverted_index.questionnaires; | 239 |
| abstract_inverted_index.recommendations | 326 |
| abstract_inverted_index.representativeness | 246 |
| abstract_inverted_index.(standard‐of‐care | 149 |
| abstract_inverted_index.biomarker‐confirmed | 251, 267 |
| cited_by_percentile_year | |
| countries_distinct_count | 1 |
| institutions_distinct_count | 6 |
| citation_normalized_percentile.value | 0.27735281 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | False |