Marzyeh Ghassemi
Marzyeh Ghassemi publishes mostly in Artificial Intelligence, Health Informatics and Radiology, Nuclear Medicine and Imaging, on topics such as Artificial Intelligence in Healthcare and Education, Machine Learning in Healthcare and Topic Modeling.
- World rank
- #16,694 of 7,710,434 ranked researchers
- Rank in United States
- #5,971 of 1,627,098
- Works
- 301
- Citations
- 19k
- Citations per work
- 62.4
What does Marzyeh Ghassemi research?
Marzyeh Ghassemi's work is mostly in Computer Science (32%), Medicine (22%), Health Professions (6%).
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
- Everything else12340.7%
- Physical Sciences9531.6%
- Computer Science9531.6%
- Health Sciences8327.7%
- Medicine6722.1%
- Health Professions175.6%
- 1Artificial Intelligence29% of their works
- 2Health Informatics12% of their works
- 3Radiology, Nuclear Medicine and Imaging6% of their works
- 4Health Information Management6% of their works
- 5Epidemiology5% of their works
- 6Computer Vision and Pattern Recognition2% of their works
Research topics
Which keywords describe Marzyeh Ghassemi's research?
The keywords of their largest research topics: Healthcare, Precision Medicine, Machine Learning, Medical Imaging, Artificial Intelligence, Predictive Modeling, Deep Learning and Clinical Decision Support.
- COVID-19
- Quantitative Analysis
- Interpretable Models
- Sepsis
- Big Data Analytics
- Neural Networks
- Electronic Health Records
- Clinical Decision Support
- Predictive Modeling
- Medical Imaging
- Precision Medicine
- Healthcare
- Machine Learning
- Artificial Intelligence
- Deep Learning
- Ethical Challenges
- Patient Similarity
- Word Representation
- Medical Diagnosis
- Septic Shock
- Machine Learning Interpretability
- Radiomics
- Convolutional Neural Networks
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 23 words, with their numbers
- Healthcare2093 topics
- Precision Medicine1993 topics
- Machine Learning1383 topics
- Medical Imaging1253 topics
- Artificial Intelligence1072 topics
- Predictive Modeling1072 topics
- Deep Learning1042 topics
- Clinical Decision Support921 topic
- Ethical Challenges921 topic
- Electronic Health Records891 topic
- Patient Similarity891 topic
- Neural Networks291 topic
- Word Representation291 topic
- Big Data Analytics281 topic
- Medical Diagnosis281 topic
- Sepsis251 topic
- Septic Shock251 topic
- Interpretable Models241 topic
- Machine Learning Interpretability241 topic
- Quantitative Analysis181 topic
- Radiomics181 topic
- COVID-19151 topic
- Convolutional Neural Networks151 topic
Where does Marzyeh Ghassemi work?
Marzyeh Ghassemi's main affiliation in the publication record is Massachusetts Institute of Technology, United States.
How many publications and citations does Marzyeh Ghassemi have?
OpenAlex counts 301 works and 18,768 citations for Marzyeh Ghassemi, an h-index of 54, ranking #16,694 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 Marzyeh Ghassemi. 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.