Decision Support Analytics

Decision Support Analytics is a branch of data analytics that employs statistical, computational, and machine learning methods to transform health, nursing, and clinical data into actionable insights, thereby enabling evidence-based, timely, and patient-centered clinical and operational decisions.

1.6K

Publications

87.1K

Citations

12.9K

Authors

2.5K

Institutions

Publications per year

2017–2026

1.2K

Parents

Health Data AnalyticsHealth Data ScienceNursing Data Analytics

Children

Alert FatigueClinical Pathways OptimizationDecision RulesDecision Support EvaluationExplainable Artificial IntelligenceFuzzy Logic Decision SupportInteroperable Decision SupportOutcome PredictionPatient TriagePersonalized Medicine Decision Support

Publications

1.6K

Predicting the Future — Big Data, Machine Learning, and Clinical Medicine

Ziad Obermeyer, Ezekiel Emanuel · New England Journal of Medicine · 2016 · 3.5K citations · Full text

Computing, Pathology, Radiology +17

Can machine-learning improve cardiovascular risk prediction using routine clinical data?

Stephen Weng, Jenna Reps, Joe Kai et al. · PLoS ONE · 2017 · 1.3K citations · Full text

Computing, Cardiology, Health Informatics +17

Predicting breast cancer survivability: a comparison of three data mining methods

Dursun Delen, Glenn Walker, Amit Kadam · Artificial Intelligence in Medicine · 2004 · 1.2K citations

Computing, Biomedical Informatics, Oncology +14

Machine Learning and Prediction in Medicine — Beyond the Peak of Inflated Expectations

Jonathan H. Chen, Steven M. Asch · New England Journal of Medicine · 2017 · 1.1K citations

Computing, Biomedical Informatics, Health Informatics +17

An interpretable mortality prediction model for COVID-19 patients

Yan Li, Jorge Gonçalves, Yang Xiao et al. · Nature Machine Intelligence · 2020 · 1K citations · Full text

Computing, Clinical Sciences, Infectious Diseases +17

1–5 of 1.6K

Authors

12.9K

JH
Joseph H. Schwab
Massachusetts General Hospital, United States
11 publications · 828 citations
11
h-index
AV
Aditya V. Karhade
Massachusetts General Hospital, United States
10 publications · 813 citations
10
h-index
DB
Dimitris Bertsimas
Massachusetts Institute of Technology, United States
10 publications · 770 citations
10
h-index
MV
Mihaela van der Schaar
University of California, Los Angeles, United States
8 publications · 421 citations
8
h-index
JM
José Machado
University of Minho, Portugal
8 publications · 195 citations
8
h-index

1–5 of 12.9K

Institutions

2.5K

1–8 of 2.5K

Venues

PubMed
Repository · 54 publications · 1.5K citations
25
h-index
Scientific Reports
39 publications · 1.4K citations
25
h-index
Journal of the American Medical Informatics Association
JAMIA · 30 publications · 2.1K citations
22
h-index
PLoS ONE
31 publications · 3K citations
20
h-index
Journal of Medical Internet Research
21 publications · 1.2K citations
18
h-index

1–5