Science Explorer Back to mapMap
Discussion
Researcher · University of Massachusetts Amherst · United States

Madalina Fiterau

Madalina Fiterau publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Cardiology and Cardiovascular Medicine, on topics such as Machine Learning in Healthcare, Time Series Analysis and Forecasting and Cardiac Valve Diseases and Treatments.

ORCID 0000-0003-4179-7274 OpenAlex
World rank
#2,116,622
of 7,710,434 ranked researchers
Rank in United States
#638,325
of 1,627,098
Works
62
Citations
1.5k
Citations per work
24.4
h-index
11
i10-index 12Top 37% in Artificial Intelligence
Madalina Fiterau

What does Madalina Fiterau research?

Madalina Fiterau's work is mostly in Computer Science (42%), Medicine (11%), Engineering (5%).

Physical Sciences: 29 works · 46.3% of their workComputer Science: 26 works · 41.7% of their workArtificial Intelligence: 15 works · 23.4% of their workComputer Vision and Pattern Recognition: 7 works · 12.0% of their workSignal Processing: 4 works · 6.3% of their workEngineering: 3 works · 4.6% of their workBiomedical Engineering: 3 works · 4.6% of their workEverything else: 27 works · 42.8% of their workHealth Sciences: 7 works · 10.9% of their workMedicine: 7 works · 10.9% of their workCardiology and Cardiovascular Medicine: 4 works · 6.9% of their workSurgery: 2 works · 4.0% of their workTHEIR WORKMadalina Fiterau62works
Physical Sciences46%Health Sciences11%

Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.

The fields and subfields, with their numbers
    1. Computer Science2641.7%
    2. Engineering34.6%
  2. Everything else2742.8%
    1. Medicine710.9%
  1. 1Artificial Intelligence23% of their works
  2. 2Computer Vision and Pattern Recognition12% of their works
  3. 3Cardiology and Cardiovascular Medicine7% of their works
  4. 4Signal Processing6% of their works
  5. 5Biomedical Engineering5% of their works
  6. 6Surgery4% of their works

Research topics

Which keywords describe Madalina Fiterau's research?

The keywords of their largest research topics: Deep Learning, Clustering, Electronic Health Records, Healthcare, Time Series, Surgical Aortic-Valve Replacement, Transcatheter Aortic-Valve Replacement and Hyperparameter Optimization.

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. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.

All 17 words, with their numbers
  1. Deep Learning244 topics
  2. Clustering81 topic
  3. Electronic Health Records81 topic
  4. Healthcare81 topic
  5. Time Series81 topic
  6. Surgical Aortic-Valve Replacement71 topic
  7. Transcatheter Aortic-Valve Replacement71 topic
  8. Hyperparameter Optimization61 topic
  9. Noisy Labels61 topic
  10. Alarm Fatigue51 topic
  11. Clinical Alarms51 topic
  12. Photoplethysmography51 topic
  13. Remote Monitoring51 topic
  14. Convolutional Neural Networks41 topic
  15. Image Captioning41 topic
  16. Image Recognition41 topic
  17. Visual Question Answering41 topic

Where does Madalina Fiterau work?

Madalina Fiterau's main affiliation in the publication record is University of Massachusetts Amherst, United States.

How many publications and citations does Madalina Fiterau have?

OpenAlex counts 62 works and 1,510 citations for Madalina Fiterau, an h-index of 11, ranking #2,116,622 of 7,710,434 researchers worldwide on the quality score.

Ranked on field-normalised citation 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.

Papers, co-authors, who cited this work and researchers on the nearest topics have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.

Discussion

Ask a question or share a note about Madalina Fiterau. Keep it to the research: no personal attacks, advertising or links. Any reader can report a post, which collapses it for everyone until it is opened.