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Diagnostic and Prognostic Research

Springer (Biomed Central Ltd.)

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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

Add abstracts to 83 articles

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

Medium impact83 DOIs
2

Attach ORCID iDs across 74 articles

ORCID iDs strengthen author disambiguation and institutional reporting.

Medium impact74 DOIs
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Add license metadata to 21 records

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Low impact21 DOIs

DOIs for this ISSN

Showing the top 5 of 231 DOIs, ordered by correction priority.

# Title Missing Priority Citations
1 Prediction models for the risk of gestational diabetes: a sy… (10.1186/s41512-016-0005-7)
Abstract ORCID License
129.93 53
2 Validation of prediction models: examining temporal and geog… (10.1186/s41512-017-0012-3)
Abstract ORCID License
123.26 43
3 Understanding overfitting in random forest for probability e… (10.1186/s41512-024-00177-1)
Abstract ORCID
105.02 125
4 The index of prediction accuracy: an intuitive measure usefu… (10.1186/s41512-018-0029-2)
Abstract ORCID
103.59 117
5 External validation, update and development of prediction mo… (10.1186/s41512-017-0016-z)
Abstract ORCID License
90.31 15
6 Tufts PACE Clinical Predictive Model Registry: update 1990 t… (10.1186/s41512-017-0021-2)
Abstract ORCID
86.21 52
7 Repeatedly measured predictors: a comparison of methods for… (10.1186/s41512-018-0024-7)
Abstract License
82.66 44
8 Systematic review of the effects of care provided with and w… (10.1186/s41512-017-0013-2)
Abstract ORCID License
80.94 11
9 Validation and updating of risk models based on multinomial… (10.1186/s41512-016-0002-x)
Abstract License
78.41 36
10 Weight loss as a predictor of cancer and serious disease in… (10.1186/s41512-017-0019-9)
Abstract ORCID License
78.10 10
11 The current application of the Royston-Parmar model for prog… (10.1186/s41512-018-0026-5)
Abstract License
74.57 30
12 Prognosis research ideally should measure time-varying predi… (10.1186/s41512-016-0006-6)
Abstract License
68.09 22
13 A novel method for interrogating receiver operating characte… (10.1186/s41512-017-0017-y)
Abstract License
67.12 21
14 Treatment use in prognostic model research: a systematic rev… (10.1186/s41512-017-0015-0)
Abstract License
66.11 20
15 Understanding test accuracy research: a test consequence gra… (10.1186/s41512-017-0023-0)
Abstract License
60.21 15
16 Development of a clinical decision support tool for diagnost… (10.1186/s41512-019-0047-8)
Abstract ORCID
60.21 15
17 Explainable AI in healthcare: to explain, to predict, or to… (10.1186/s41512-025-00213-8)
Abstract ORCID
58.80 14
18 Development and validation of prediction models for risk of… (10.1186/s41512-016-0004-8)
Abstract ORCID License
58.36 5
19 State of the art in selection of variables and functional fo… (10.1186/s41512-020-00074-3)
ORCID
58.31 214
20 Elaborating on the assessment of the risk of bias in prognos… (10.1186/s41512-019-0050-0)
Abstract
57.85 205
21 Methodological standards for the development and evaluation… (10.1186/s41512-019-0060-y)
Abstract
57.36 196
22 Evaluating the impact of prediction models: lessons learned,… (10.1186/s41512-018-0033-6)
Abstract
56.26 177
23 Predictors for independent external validation of cardiovasc… (10.1186/s41512-018-0025-6)
Abstract License
55.70 12
24 First-trimester ultrasound measurements and maternal serum b… (10.1186/s41512-019-0054-9)
Abstract ORCID
55.70 12
25 Quantifying the added value of new biomarkers: how and how n… (10.1186/s41512-018-0037-2)
Abstract
55.17 160
26 Predictors for major cardiovascular outcomes in stable ischa… (10.1186/s41512-017-0009-y)
Abstract License
53.96 11
27 The effects of misclassification in routine healthcare datab… (10.1186/s41512-017-0018-x)
Abstract License
53.96 11
28 The Brier score does not evaluate the clinical utility of di… (10.1186/s41512-017-0020-3)
Abstract
52.51 125
29 Logistic regression has similar performance to optimised mac… (10.1186/s41512-020-00075-2)
ORCID
52.34 123
30 Continual updating and monitoring of clinical prediction mod… (10.1186/s41512-020-00090-3)
ORCID
51.42 113
31 The relative data hungriness of unpenalized and penalized lo… (10.1186/s41512-024-00179-z)
Abstract ORCID
50.00 9
32 Expert panel as reference standard procedure in diagnostic a… (10.1186/s41512-025-00195-7)
Abstract ORCID
50.00 9
33 Dynamic models to predict health outcomes: current status an… (10.1186/s41512-018-0045-2)
Abstract
48.86 89
34 Methods for Evaluating Medical Tests and Biomarkers (10.1186/s41512-016-0001-y)
Abstract References ORCID License
47.71 2
35 Systematic reviews of prognosis studies: a critical appraisa… (10.1186/s41512-017-0008-z)
Abstract License
45.15 7
36 Methods for Evaluation of medical prediction Models, Tests A… (10.1186/s41512-018-0036-3)
Abstract References ORCID
45.15 3
37 A comparison of landmark methods and time-dependent ROC meth… (10.1186/s41512-019-0057-6)
Abstract
45.15 63
38 Standard and competing risk analysis of the effect of albumi… (10.1186/s41512-018-0035-4)
Abstract
35.78 26
39 Evidence synthesis in prognosis research (10.1186/s41512-019-0059-4)
Abstract
35.78 26
40 Will large language models transform clinical prediction? (10.1186/s41512-025-00211-w)
Abstract ORCID
34.95 4
41 Systematic reviews and meta-analyses addressing comparative… (10.1186/s41512-018-0039-0)
Abstract
32.53 19
42 A PCR-based diagnostic testing strategy to identify carbapen… (10.1186/s41512-019-0053-x)
Abstract
32.53 19
43 Development and validation of a novel prediction model to id… (10.1186/s41512-019-0058-5)
Abstract
31.38 17
44 OPTimal IMAging strategy in patients suspected of non-trauma… (10.1186/s41512-018-0038-1)
Abstract
30.76 16
45 Does poor methodological quality of prediction modeling stud… (10.1186/s41512-022-00122-0)
ORCID
30.76 16
46 The comparative diagnostic accuracy of the Mini Mental State… (10.1186/s41512-017-0014-1)
Abstract License
30.10 3
47 PRISMA-DTA for Abstracts: a new addition to the toolbox for… (10.1186/s41512-021-00097-4)
Abstract ORCID
30.10 3
48 Ischemic modified albumin and thiol levels in Coronavirus di… (10.1186/s41512-025-00196-6)
Abstract ORCID
30.10 3
49 Combined performance of screening and variable selection met… (10.1186/s41512-018-0043-4)
Abstract
29.40 14
50 Development and validation of clinical prediction models to… (10.1186/s41512-018-0044-3)
Abstract
28.65 13