2765-8783

Health Data Science

American Association for the Advancement of Science (AAAS)

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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 license metadata to 112 records

License metadata tells indexers and readers how each article may be reused.

High impact112 DOIs
2

Attach ORCID iDs across 49 articles

ORCID iDs strengthen author disambiguation and institutional reporting.

Medium impact49 DOIs
3

Add abstracts to 38 articles

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

Medium impact38 DOIs

DOIs for this ISSN

Showing the top 5 of 147 DOIs, ordered by correction priority.

# Title Missing Priority Citations
1 simpleNomo: A Python Package of Making Nomograms for Visuali… (10.34133/hds.0023)
ORCID License
69.01 23
2 Uncertainty Quantification and Interpretability for Clinical… (10.34133/hds.0126)
ORCID License
69.01 23
3 Integrating Machine Learning into Statistical Methods in Dis… (10.34133/hds.0165)
ORCID License
69.01 23
4 The Applications of Artificial Intelligence in Digestive Sys… (10.34133/hds.0005)
ORCID License
65.05 19
5 Federated Learning in Healthcare: A Benchmark Comparison of… (10.34133/hds.0196)
ORCID License
61.52 16
6 Digital Exclusion and Depressive Symptoms among Older People… (10.34133/hds.0218)
ORCID License
61.52 16
7 Loneliness and Social Isolation with Risk of Incident Non-al… (10.34133/hds.0220)
ORCID License
57.31 13
8 Accelerometer-Measured Physical Activity and Neuroimaging-Dr… (10.34133/hds.0257)
ORCID License
53.96 11
9 Building a Machine Learning-based Ambulance Dispatch Triage… (10.34133/hds.0008)
ORCID License
52.07 10
10 Space-Time-Stratified Case-Crossover Design in Environmental… (10.34133/2021/9870798)
Abstract
51.52 114
11 A Scoping Review of Deep Learning Methods for Photoplethysmo… (10.34133/hds.0474)
Abstract References ORCID License
47.71 2
12 Angiotensin-Converting Enzyme (ACE) Inhibitors May Moderate… (10.34133/hds.0002)
ORCID License
45.15 7
13 The Incidence of Moderate and Severe Ovarian Hyperstimulatio… (10.34133/hds.0009)
ORCID License
45.15 7
14 Associations of Socioeconomic Status Inequity with Incident… (10.34133/hds.0148)
ORCID License
45.15 7
15 Robust Meta-Model for Predicting the Likelihood of Receiving… (10.34133/hds.0197)
ORCID License
45.15 7
16 Recent Progress in Wearable Brain–Computer Interface (BCI) D… (10.34133/hds.0096)
License
42.90 51
17 A Review of Three-Dimensional Medical Image Visualization (10.34133/2022/9840519)
ORCID
42.25 48
18 Mapping Chinese Medical Entities to the Unified Medical Lang… (10.34133/hds.0011)
ORCID License
42.25 6
19 Transforming Health Care Through a Learning Health System Ap… (10.34133/hds.0102)
Abstract License
42.25 6
20 The Time-Varying Impact of COVID-19 on the Acute Kidney Diso… (10.34133/hds.0159)
ORCID License
42.25 6
21 Association between Body Mass Index and Brain Health in Adul… (10.34133/hds.0087)
License
40.84 42
22 Moving Beyond Medical Statistics: A Systematic Review on Mis… (10.34133/hds.0176)
License
40.58 41
23 Disease Burden and Geographic Inequalities in 15 Types of Ne… (10.34133/hds.0186)
ORCID License
38.91 5
24 Bridging Data Gaps in Healthcare: A Scoping Review of Transf… (10.34133/hds.0321)
ORCID License
38.91 5
25 Current Trends and Challenges in Drug-Likeness Prediction: A… (10.34133/hds.0098)
License
37.28 30
26 Deep Learning in Heart Sound Analysis: From Techniques to Cl… (10.34133/hds.0182)
License
36.18 27
27 Toward Unified AI Drug Discovery with Multimodal Knowledge (10.34133/hds.0113)
License
35.37 25
28 ECG-LM: Understanding Electrocardiogram with a Large Languag… (10.34133/hds.0221)
License
35.37 25
29 Large-Scale Machine Learning Analysis Reveals DNA Methylatio… (10.34133/hds.0108)
License
32.53 19
30 Relationships of Residential Distance to Major Traffic Roads… (10.34133/hds.0091)
License
30.10 15
31 Detection of Patients at Risk of Multidrug-Resistant Enterob… (10.34133/hds.0099)
License
30.10 15
32 Association between Abortion and All-Cause and Cause-Specifi… (10.34133/hds.0147)
ORCID License
30.10 3
33 A Review of Deep Learning Methods for Irregularly Sampled Me… (10.34133/hds.0456)
ORCID License
30.10 3
34 Association Between Domestic Water Hardness and MRI-Based Me… (10.34133/hds.0469)
Abstract References ORCID License
30.10 1
35 Next Decade’s AI-Based Drug Development Features Tight Integ… (10.34133/2022/9816939)
Abstract
29.40 14
36 The Burden of Type 2 Diabetes in Adolescents and Young Adult… (10.34133/hds.0210)
License
28.65 13
37 Health Co-Benefits of Environmental Changes in the Context o… (10.34133/hds.0188)
License
27.85 12
38 Benchmarking of Large Language Models for the Dental Admissi… (10.34133/hds.0250)
License
27.85 12
39 In-Hospital Mortality Prediction among Intensive Care Unit P… (10.34133/hds.0179)
License
26.98 11
40 Artificial Intelligence in Skin Diseases: Fulfilling its Pot… (10.34133/2022/9791467)
Abstract
25.00 9
41 Clinician Data Scientists—Preparing for the Future of Medici… (10.34133/2022/9832564)
Abstract
23.86 8
42 Recent Progress in Brain Network Models for Medical Applicat… (10.34133/hds.0157)
License
23.86 8
43 Unsupervised Transformer Learning for Rapid and High-Quality… (10.34133/hds.0340)
ORCID License
23.86 2
44 A Machine Learning Approach to Predict HIV Viral Load Hotspo… (10.34133/hds.0019)
License
22.58 7
45 #ChronicPain: Automated Building of a Chronic Pain Cohort fr… (10.34133/hds.0078)
License
22.58 7
46 A Structure-Based Allosteric Modulator Design Paradigm (10.34133/hds.0094)
License
22.58 7
47 VP-SFDA: Visual Prompt Source-Free Domain Adaptation for Cro… (10.34133/hds.0143)
License
22.58 7
48 Phenome-wide Analysis of Diseases in Relation to Objectively… (10.34133/hds.0161)
License
22.58 7
49 Evaluating Sex and Age Biases in Multimodal Large Language M… (10.34133/hds.0256)
License
22.58 7
50 Self-Supervised Learning to Unveil Brain Dysfunctional Signa… (10.34133/hds.0282)
License
22.58 7