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npj Digital Medicine

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 1440 articles

ORCID iDs strengthen author disambiguation and institutional reporting.

Medium impact1440 DOIs
2

Add abstracts to 1323 articles

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Medium impact1323 DOIs
3

Deposit reference lists for 323 records

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Low impact323 DOIs

DOIs for this ISSN

Showing the top 5 of 2938 DOIs, ordered by correction priority.

# Title Missing Priority Citations
1 A framework to assess clinical safety and hallucination rate… (10.1038/s41746-025-01670-7)
Abstract ORCID
121.65 270
2 With an eye to AI and autonomous diagnosis (10.1038/s41746-018-0048-y)
Abstract ORCID
120.50 256
3 Retrieval augmented generation for 10 large language models… (10.1038/s41746-025-01519-z)
Abstract ORCID
103.41 116
4 WHO Digital Health Guidelines: a milestone for global health (10.1038/s41746-020-00330-2)
Abstract ORCID
97.95 90
5 Survey and perspective on verification, validation, and unce… (10.1038/s41746-025-01447-y)
Abstract ORCID
94.32 76
6 Privacy preserving strategies for electronic health records… (10.1038/s41746-025-01429-0)
Abstract ORCID
93.75 74
7 Digital medicine, on its way to being just plain medicine (10.1038/s41746-017-0005-1)
Abstract ORCID
92.25 69
8 Medical foundation large language models for comprehensive t… (10.1038/s41746-025-01533-1)
Abstract ORCID
90.65 64
9 Medical domain knowledge in domain-agnostic generative AI (10.1038/s41746-022-00634-5)
Abstract ORCID
89.97 62
10 The path forward for large language models in medicine is op… (10.1038/s41746-024-01344-w)
Abstract ORCID
89.27 60
11 Alzheimer’s disease digital biomarkers multidimensional land… (10.1038/s41746-025-01640-z)
Abstract ORCID
88.54 58
12 Leveraging long context in retrieval augmented language mode… (10.1038/s41746-025-01651-w)
Abstract ORCID
88.54 58
13 Machine learning identifies TIME subtypes linking EGFR mutat… (10.1038/s41746-025-02172-2)
Abstract ORCID
87.79 56
14 Digital twins for the era of personalized surgery (10.1038/s41746-025-01575-5)
Abstract ORCID
86.62 53
15 A multimodal visual–language foundation model for computatio… (10.1038/s41746-025-01772-2)
Abstract ORCID
85.38 50
16 Beyond human ears: navigating the uncharted risks of AI scri… (10.1038/s41746-025-01895-6)
Abstract ORCID
84.95 49
17 Small language models learn enhanced reasoning skills from m… (10.1038/s41746-025-01653-8)
Abstract ORCID
84.06 47
18 Wearable AI to enhance patient safety and clinical decision-… (10.1038/s41746-025-01554-w)
Abstract ORCID
83.60 46
19 Multimodal GPT model for assisting thyroid nodule diagnosis… (10.1038/s41746-025-01652-9)
Abstract ORCID
83.14 45
20 To pay or not to pay for artificial intelligence application… (10.1038/s41746-023-00861-4)
Abstract ORCID
82.17 43
21 Establishing responsible use of AI guidelines: a comprehensi… (10.1038/s41746-024-01300-8)
Abstract ORCID
82.17 43
22 Towards evaluating and building versatile large language mod… (10.1038/s41746-024-01390-4)
Abstract ORCID
81.67 42
23 Clinical trials informed framework for real world clinical i… (10.1038/s41746-025-01506-4)
Abstract ORCID
81.16 41
24 Probabilistic medical predictions of large language models (10.1038/s41746-024-01366-4)
Abstract ORCID
80.10 39
25 Patient perceptions of empathy in physician and artificial i… (10.1038/s41746-025-01671-6)
Abstract ORCID
80.10 39
26 Framework for bias evaluation in large language models in he… (10.1038/s41746-025-01786-w)
Abstract ORCID
80.10 39
27 Reply: Some considerations on digital health validation (10.1038/s41746-019-0176-z)
Abstract ORCID
78.41 36
28 Digital tools for youth mental health (10.1038/s41746-019-0181-2)
Abstract ORCID
78.41 36
29 Racial bias in AI-mediated psychiatric diagnosis and treatme… (10.1038/s41746-025-01746-4)
Abstract ORCID
78.41 36
30 Impact of digital health interventions on glycemic control a… (10.1038/s41746-025-01430-7)
Abstract ORCID
77.82 35
31 The comprehensive clinical benefits of digital phenotyping:… (10.1038/s41746-025-01602-5)
Abstract ORCID
77.82 35
32 The evaluation illusion of large language models in medicine (10.1038/s41746-025-01963-x)
Abstract ORCID
77.82 35
33 Predicting response to neoadjuvant chemotherapy in muscle-in… (10.1038/s41746-025-01560-y)
Abstract ORCID
77.20 34
34 A meta-analysis of persuasive design, engagement, and effica… (10.1038/s41746-025-01567-5)
Abstract ORCID
77.20 34
35 Situating governance and regulatory concerns for generative… (10.1038/s41746-025-01721-z)
Abstract ORCID
77.20 34
36 Digital mental health care: five lessons from Act 1 and a pr… (10.1038/s41746-023-00760-8)
Abstract ORCID
76.57 33
37 The foundational capabilities of large language models in pr… (10.1038/s41746-025-01489-2)
Abstract ORCID
76.57 33
38 Evaluating search engines and large language models for answ… (10.1038/s41746-025-01546-w)
Abstract ORCID
76.57 33
39 Mitigating the risk of health inequity exacerbated by large… (10.1038/s41746-025-01576-4)
Abstract ORCID
76.57 33
40 Human-machine co-adaptation to automated insulin delivery: a… (10.1038/s41746-025-01679-y)
Abstract ORCID
76.57 33
41 Developing a Canadian artificial intelligence medical curric… (10.1038/s41746-024-01307-1)
Abstract ORCID
75.93 32
42 Systematic review and meta-analysis on fully automated digit… (10.1038/s41746-025-01514-4)
Abstract ORCID
75.93 32
43 Few shot learning for phenotype-driven diagnosis of patients… (10.1038/s41746-025-01749-1)
Abstract ORCID
75.93 32
44 How AI is used in FDA-authorized medical devices: a taxonomy… (10.1038/s41746-025-01800-1)
Abstract ORCID
75.93 32
45 Scaling enterprise AI in healthcare: the role of governance… (10.1038/s41746-025-01700-4)
Abstract ORCID
75.26 31
46 Establishing organizational AI governance in healthcare: a c… (10.1038/s41746-025-01909-3)
Abstract ORCID
73.86 29
47 Identification of digital twins to guide interpretable AI fo… (10.1038/s41746-025-01501-9)
Abstract ORCID
73.12 28
48 An evaluation framework for ambient digital scribing tools i… (10.1038/s41746-025-01622-1)
Abstract ORCID
72.36 27
49 Integrative machine learning models predict prostate cancer… (10.1038/s41746-025-01930-6)
Abstract ORCID
72.36 27
50 Artificial Intelligence awarded two Nobel Prizes for innovat… (10.1038/s41746-024-01345-9)
Abstract ORCID
71.57 26