BMC Medical Informatics and Decision Making

Papers
(The H4-Index of BMC Medical Informatics and Decision Making is 40. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-09-01 to 2025-09-01.)
ArticleCitations
The development and phase 1 evaluation of a Decision Aid for elective egg freezing325
Whole-cycle management of women with epilepsy of child-bearing age: ontology construction and application302
Prediction of lymphedema occurrence in patients with breast cancer using the optimized combination of ensemble learning algorithm and feature selection233
Providing evidence-based knowledge on nursing interventions at the point of care: findings from a mapping project182
Improving computerized decision support system interventions: a qualitative study combining the theoretical domains framework with the GUIDES Checklist177
Patients’ and plastic surgeons’ experiences with an online patient decision aid for breast reconstruction: considerations for nationwide implementation145
Analytical validation of Exandra: a clinical decision support system for promoting guideline-directed therapy of type-2 diabetes in primary care – a collaborative study with experts from Diabetes Cana139
Deep learning-based classification of dementia using image representation of subcortical signals113
Insights into prescribing patterns for antidepressants: an evidence-based analysis103
Learning from low-rank multimodal representations for predicting disease-drug associations102
Derivation and validation of a clinical predictive model for longer duration diarrhea among pediatric patients in Kenya using machine learning algorithms98
Mortality and morbidity patterns in Yaoundé, Cameroon: an ICD-11 classification-based analysis93
A retrospective analysis using comorbidity detecting algorithmic software to determine the incidence of International Classification of Diseases (ICD) code omissions and appropriateness of Diagnosis-R87
Cervical cancer screening uptake and its associated factor in Sub-Sharan Africa: a machine learning approach77
Second opinion machine learning for fast-track pathway assignment in hip and knee replacement surgery: the use of patient-reported outcome measures76
SEM model analysis of diabetic patients’ acceptance of artificial intelligence for diabetic retinopathy74
Lactate dehydrogenase to albumin ratio and poor prognosis after thrombolysis in ischemic stroke patients: developing a novel nomogram74
Building a trustworthy AI differential diagnosis application for Crohn’s disease and intestinal tuberculosis71
An exploration into physician and surgeon data sensemaking: a qualitative systematic review using thematic synthesis70
Evaluation of an ARF diagnosis calculator: a survey and content analysis70
Value of normative belief in intention to use workplace health promotion apps68
Validation of a computerized decision support system to review pharmacotherapy treatment: scheduling guidelines65
Explainable AI for enhanced accuracy in malaria diagnosis using ensemble machine learning models59
Detecting cognitive impairment in cerebrovascular disease using gait, dual tasks, and machine learning57
In silico clinical trials for relapsing-remitting multiple sclerosis with MS TreatSim56
Early prediction of mortality upon intensive care unit admission55
Utilizing machine learning algorithms to predict subject genetic mutation class from in silico models of neuronal networks54
A treatment recommender clinical decision support system for personalized medicine: method development and proof-of-concept for drug resistant tuberculosis50
Automatic detection of actionable radiology reports using bidirectional encoder representations from transformers49
Risk prediction of heart failure in patients with ischemic heart disease using network analytics and stacking ensemble learning49
From algorithms to action: improving patient care requires causality48
Using artificial intelligence to identify patients with migraine and associated symptoms and conditions within electronic health records47
Hypercubes to identify geomarkers of rapid cystic fibrosis lung disease progression46
AMPDECIDE amputation level patient decision aids: a feasibility study45
Patients’ views of shared decision making in inflammatory bowel disease: a survey in China45
Construction and SHAP interpretability analysis of a risk prediction model for feeding intolerance in preterm newborns based on machine learning45
Real-time non-invasive hemoglobin prediction using deep learning-enabled smartphone imaging42
Data-driven decision making in patient management: a systematic review42
Interoperability of heterogeneous health information systems: a systematic literature review41
Advanced AI-driven approach for enhanced brain tumor detection from MRI images utilizing EfficientNetB2 with equalization and homomorphic filtering41
Mean generation function model in AIDS epidemic estimation40
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