3005-1959

npj Health Systems

Springer Science and Business Media LLC

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Your prioritized action plan

Ordered by how many DOIs each fix touches — start here, not with every error at once.

1

Attach ORCID iDs across 110 articles

ORCID iDs strengthen author disambiguation and institutional reporting.

High impact110 DOIs
2

Add abstracts to 42 articles

Abstracts are what surface your work in Google Scholar, Dimensions, and OpenAlex.

Medium impact42 DOIs
3

Deposit reference lists for 2 records

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Low impact2 DOIs

DOIs for this ISSN

Showing the top 5 of 118 DOIs, ordered by correction priority.

# Title Missing Priority Citations
1 Retrieval-augmented generation for generative artificial int… (10.1038/s44401-024-00004-1)
ORCID
50.00 99
2 Current and future state of evaluation of large language mod… (10.1038/s44401-024-00011-2)
ORCID
44.27 58
3 Human evaluation of large language models in healthcare: gap… (10.1038/s44401-025-00043-2)
Abstract ORCID
42.25 6
4 Achieving a rapid and continuous learning health system requ… (10.1038/s44401-025-00031-6)
Abstract ORCID
38.91 5
5 Transdisciplinary perspectives for health systems science (10.1038/s44401-024-00002-3)
Abstract ORCID
34.95 4
6 Operationalizing a research-oriented learning healthcare sys… (10.1038/s44401-025-00051-2)
Abstract ORCID
34.95 4
7 Leveraging AI to reduce operational healthcare costs: lesson… (10.1038/s44401-026-00070-7)
Abstract ORCID
34.95 4
8 AI solutions to the radiology workforce shortage (10.1038/s44401-025-00023-6)
ORCID
34.04 22
9 Enhancing medical coding efficiency through domain-specific… (10.1038/s44401-025-00018-3)
ORCID
33.56 21
10 A systematic review of early evidence on generative AI for d… (10.1038/s44401-025-00032-5)
ORCID
32.53 19
11 Explainable differential diagnosis with dual-inference large… (10.1038/s44401-025-00015-6)
ORCID
31.97 18
12 Preparing healthcare education for an AI-augmented future (10.1038/s44401-024-00006-z)
ORCID
31.38 17
13 Learning health system strategies in the AI era (10.1038/s44401-025-00029-0)
ORCID
30.10 15
14 Reimagining clinical AI: from clickstreams to clinical insig… (10.1038/s44401-025-00040-5)
Abstract ORCID
30.10 3
15 Surgical video workflow analysis via visual-language learnin… (10.1038/s44401-024-00010-3)
ORCID
29.40 14
16 Travel-time accessibility and adaptive spatial planning solu… (10.1038/s44401-025-00028-1)
ORCID
29.40 14
17 Network analysis of cross-income-level collaboration on mult… (10.1038/s44401-024-00003-2)
ORCID
26.03 10
18 Technology-supported self-triage decision making (10.1038/s44401-024-00008-x)
ORCID
26.03 10
19 Environment scan of generative AI infrastructure for clinica… (10.1038/s44401-024-00009-w)
ORCID
23.86 8
20 Synoptic reporting by summarizing cancer pathology reports u… (10.1038/s44401-025-00013-8)
ORCID
23.86 8
21 Aligning incentives: the importance of behavioral economic p… (10.1038/s44401-025-00026-3)
Abstract ORCID
23.86 2
22 FairFML: fair federated machine learning with a case study o… (10.1038/s44401-025-00035-2)
Abstract ORCID
23.86 2
23 Analytical approaches for medication management for patient… (10.1038/s44401-025-00052-1)
Abstract ORCID
23.86 2
24 Navigating promise and perils: applying artificial intellige… (10.1038/s44401-025-00030-7)
ORCID
22.58 7
25 Implementing a prediction driven framework for emergency dep… (10.1038/s44401-025-00019-2)
ORCID
21.13 6
26 Stakeholder-centric participation in large language models e… (10.1038/s44401-025-00024-5)
ORCID
19.45 5
27 Feasibility of large language models for assessing and coach… (10.1038/s44401-025-00027-2)
ORCID
17.47 4
28 A large sensor foundation model pretrained on continuous glu… (10.1038/s44401-025-00039-y)
Abstract
17.47 4
29 The doctor will polygraph you now (10.1038/s44401-024-00001-4)
ORCID
15.05 3
30 Making shiny objects illuminating: the promise and challenge… (10.1038/s44401-025-00014-7)
Abstract ORCID
15.05 1
31 Financial risk protection and Nigeria’s journey towards univ… (10.1038/s44401-025-00021-8)
ORCID
15.05 3
32 Generative AI and unstructured audio data for precision publ… (10.1038/s44401-025-00022-7)
ORCID
15.05 3
33 Extracting post-acute sequelae of SARS-CoV-2 infection sympt… (10.1038/s44401-025-00033-4)
Abstract ORCID
15.05 1
34 Competitive value of acquiring novel FDA product codes for m… (10.1038/s44401-025-00037-0)
Abstract ORCID
15.05 1
35 Bridging the gap: nurse leaders driving digital transformati… (10.1038/s44401-025-00045-0)
Abstract ORCID
15.05 1
36 Allocation of the National Institutes of Health funding and… (10.1038/s44401-025-00048-x)
Abstract ORCID
15.05 1
37 Modernizing data and data science infrastructure as a strate… (10.1038/s44401-025-00058-9)
Abstract ORCID
15.05 1
38 Enhancing the prediction of hospital discharge disposition w… (10.1038/s44401-025-00059-8)
Abstract ORCID
15.05 1
39 Accelerating AI innovation in healthcare: real-world clinica… (10.1038/s44401-026-00068-1)
ORCID
15.05 3
40 A scoping review of Chinese national policies to promote the… (10.1038/s44401-025-00012-9)
ORCID
11.93 2
41 Conceptualising the impact of telehealth on rural workforce… (10.1038/s44401-025-00044-1)
ORCID
11.93 2
42 Artificial intelligence, intellectual property, and human ri… (10.1038/s44401-025-00050-3)
ORCID
11.93 2
43 Design for a digital twin in clinical patient care (10.1038/s44401-025-00060-1)
ORCID
11.93 2
44 Detecting stigmatizing language in clinical notes with large… (10.1038/s44401-026-00069-0)
ORCID
11.93 2
45 Orchestrated multi agents sustain accuracy under clinical-sc… (10.1038/s44401-026-00077-0)
ORCID
11.93 2
46 Implementing epic fast pass for echocardiogram and endoscopy… (10.1038/s44401-024-00005-0)
ORCID
7.53 1
47 Enabling doctor-centric medical AI with LLMs through workflo… (10.1038/s44401-025-00038-z)
ORCID
7.53 1
48 Comparing high-flow nasal cannula and non-invasive ventilati… (10.1038/s44401-025-00049-w)
ORCID
7.53 1
49 Prospective comparison of econometric, machine learning, and… (10.1038/s44401-025-00054-z)
ORCID
7.53 1
50 Application of a machine learning model to predict the estim… (10.1038/s44401-025-00061-0)
ORCID
7.53 1