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Researcher · Massachusetts Institute of Technology · United States

John V. Guttag

John V. Guttag publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Computer Networks and Communications, on topics such as Machine Learning in Healthcare, Medical Image Segmentation Techniques and Time Series Analysis and Forecasting.

ORCID 0000-0003-0992-0906 OpenAlex
World rank
#8,461
of 1,633,909 ranked researchers
Rank in United States
#4,075
of 358,040
Works
60
Citations
1.1k
Citations per work
17.6

What does John V. Guttag research?

Artificial Intelligence: 23.3%Computer Vision and Pattern Recognition: 14.0%Computer Networks and Communications: 8.1%Signal Processing: 5.8%other fields: 48.8%23%top field
Artificial Intelligence23.3%Computer Vision and Pattern Recognition14.0%Computer Networks and Communications8.1%Signal Processing5.8%other fields48.8%

Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.

  1. 1Artificial Intelligence23% of their works
  2. 2Computer Vision and Pattern Recognition14% of their works
  3. 3Computer Networks and Communications8% of their works
  4. 4Signal Processing6% of their works
  5. 5Computational Theory and Mathematics4% of their works
  6. 6Biomedical Engineering4% of their works

Research topics

Which keywords describe John V. Guttag's research?

The keywords of their largest research topics: Deep Learning, Medical Image Analysis, Time Series, Convolutional Neural Networks, Clustering, Dynamic Time Warping, Electronic Health Records and Graph Cuts.

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 20 words, with their numbers
  1. Deep Learning135 topics
  2. Medical Image Analysis52 topics
  3. Time Series52 topics
  4. Convolutional Neural Networks42 topics
  5. Clustering31 topic
  6. Dynamic Time Warping31 topic
  7. Electronic Health Records31 topic
  8. Graph Cuts31 topic
  9. Healthcare31 topic
  10. Image Segmentation31 topic
  11. Acoustic Modeling21 topic
  12. Anomaly Detection21 topic
  13. Computer-Aided Detection21 topic
  14. Deep Neural Networks21 topic
  15. Formal Verification21 topic
  16. Histopathology Images21 topic
  17. Neural Machine Translation21 topic
  18. Static Analysis21 topic
  19. Statistical Machine Translation21 topic
  20. Unsupervised21 topic

Where does John V. Guttag work?

John V. Guttag's main affiliation in the publication record is Massachusetts Institute of Technology, United States.

How many publications and citations does John V. Guttag have?

Science Explorer counts 60 works and 1,053 citations for John V. Guttag, ranking #8,461 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.

Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.