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Machine Learning in Healthcare

TopicLeading institutions, researchers & key papers

Machine Learning in Healthcare is a topic indexed in ScholarIQ from OpenAlex.

What is known about Machine Learning in Healthcare?

ScholarIQrecord summary

This cluster of papers focuses on the application of deep learning techniques in healthcare, particularly in the analysis of electronic health records (EHR). The papers cover a wide range of topics including predictive modeling, patient similarity, disease risk prediction, medical concept embedding, and temporal data analysis. The goal is to leverage deep learning to improve healthcare decision-making and enable precision medicine.

How many works does Machine Learning in Healthcare have?

ScholarIQindexed works

Machine Learning in Healthcare has 45,314 works in the ScholarIQ index. The count is the OpenAlex total, not the number of papers listed on this page.

How many citations does Machine Learning in Healthcare have?

ScholarIQcitation count

Machine Learning in Healthcare has 339,485 citations in the OpenAlex counts ScholarIQ stores.

What is the OpenAlex record for Machine Learning in Healthcare?

ScholarIQopenalex

The OpenAlex for Machine Learning in Healthcare is on the source record.

Who are the most-cited researchers behind Machine Learning in Healthcare?

ScholarIQtop researchers by citations
1
Douglas G. Altman · Meta-analysis and systematic reviews
954 works850,975 citations
2
Christopher J L Murray · Global Maternal and Child Health
1,001 works574,586 citations
3
Geoffrey E. Hinton · Neural Networks and Applications
385 works451,920 citations
4
George Davey Smith · Genetic Associations and Epidemiology
4,158 works432,522 citations
5
Ronald C. Kessler · Mental Health Treatment and Access
1,635 works359,036 citations

Where is Machine Learning in Healthcare research published, and who funds it?

ScholarIQvenues & funding sources

TOP JOURNALS

No journal data available yet.

TOP FUNDERS

National Science Foundation—
NIH—
Wellcome Trust—
European Research Council—
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