Manuel Arias
Manuel Arias publishes mostly in Artificial Intelligence, Economics and Econometrics and Medical Laboratory Technology, on topics such as Bayesian Modeling and Causal Inference, Machine Learning in Healthcare and Health Systems, Economic Evaluations, Quality of Life.
- World rank
- #1,633,159 of 1,633,909 ranked researchers
- Rank in Spain
- #45,860 of 45,870
- Works
- 15
- Citations
- 6
- Citations per work
- 0.4
What does Manuel Arias research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence54% of their works
- 2Economics and Econometrics10% of their works
- 3Medical Laboratory Technology5% of their works
- 4Statistics and Probability5% of their works
- 5Molecular Biology5% of their works
- 6General Health Professions5% of their works
Research topics
- Bayesian Modeling and Causal Inference
- Machine Learning in Healthcare
- Health Systems, Economic Evaluations, Quality of Life
- Bioinformatics and Genomic Networks
- Explainable Artificial Intelligence (XAI)
- Gaussian Processes and Bayesian Inference
- Statistics Education and Methodologies
- Health and Medical Education
Which keywords describe Manuel Arias's research?
The keywords of their largest research topics: Bayesian Networks, Causal Inference, Deep Learning, Electronic Health Records, Healthcare, Cost-effectiveness Analysis, Quality of Life and Data Science.
- Public Health
- Machine Learning Interpretability
- Interpretable Models
- Gene Set Enrichment Analysis
- Data Science
- Cost-effectiveness Analysis
- Electronic Health Records
- Causal Inference
- Bayesian Networks
- Deep Learning
- Healthcare
- Quality of Life
- Gaussian Processes
- Healthcare Systems
- Machine Learning
- Protein-Protein Interaction Networks
- Statistics Anxiety
Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.
All 17 words, with their numbers
- Bayesian Networks101 topic
- Causal Inference101 topic
- Deep Learning82 topics
- Electronic Health Records61 topic
- Healthcare61 topic
- Cost-effectiveness Analysis41 topic
- Quality of Life41 topic
- Data Science21 topic
- Gaussian Processes21 topic
- Gene Set Enrichment Analysis21 topic
- Healthcare Systems21 topic
- Interpretable Models21 topic
- Machine Learning21 topic
- Machine Learning Interpretability21 topic
- Protein-Protein Interaction Networks21 topic
- Public Health21 topic
- Statistics Anxiety21 topic
Where does Manuel Arias work?
Manuel Arias's main affiliation in the publication record is Universidad Nacional de Educación a Distancia, Spain.
How many publications and citations does Manuel Arias have?
Science Explorer counts 15 works and 6 citations for Manuel Arias, ranking #1,633,159 of 1,633,909 researchers worldwide on the composite score.
Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.
Other researchers named Manuel Arias
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