Artificial Intelligence in Healthcare and Education
Artificial Intelligence in Healthcare and Education is a research topic within Health Informatics. Science Explorer counts 42k research works in it since 1954. 21.1% of them reached the world's top 10% most cited for their field and year.
This cluster of papers explores the intersection of artificial intelligence and medicine, focusing on applications in healthcare, medical imaging, clinical decision support, and the ethical challenges associated with AI implementation. It delves into topics such as machine learning, big data, precision medicine, and the potential impact of AI on health equity.
- Artificial Intelligence
- Machine Learning
- Healthcare
- Medical Imaging
- Clinical Decision Support
- Ethical Challenges
- Big Data
- Precision Medicine
- Radiology
- Health Equity
- Research works
- 42k fractional, since 1954
- In the world top 10%
- 8.9k per year above
- Top-10% rate
- 21.1% share of its works in the world top 10%
- Growth, 2013–17 → 2018–22
- +518% the tick is no change
This ranks research output and citation impact. It says nothing about the quality of diagnosis, treatment or care.
Which countries lead Artificial Intelligence in Healthcare and Education research?
By volume, the United States and India publish the most (6.4k and 2.4k works in 2022–2025).
By volume, 2022–2025
- 1 United States 6.4k works
- 2 India 2.4k works
- 3 China 2k works
- 4 United Kingdom 1.4k works
- 5 Germany 955 works
- 6 Türkiye 702 works
- 7 Canada 698 works
- 8 Australia 636 works
- 9 Italy 619 works
- 10 Indonesia 565 works
How concentrated that is
The same countries as shares of everything the list above accounts for. A node where two countries do two thirds of the work and one spread evenly across twelve read alike as a ranking and not at all alike here.
Shares of the rows listed above, not of the whole node.
Which institutions lead Artificial Intelligence in Healthcare and Education research?
By volume in 2022–2025, Design Intelligence (United States) publishes the most Artificial Intelligence in Healthcare and Education research, followed by Stanford University and Harvard University.
By volume, 2022–2025
- 1 Design Intelligence (United States)United States 446 works
- 2 Stanford UniversityUnited States 95 works
- 3 Harvard UniversityUnited States 88 works
- 4 University of TorontoCanada 69 works
- 5 Yale UniversityUnited States 65 works
- 6 University of North Carolina at Chapel HillUnited States 63 works
- 7 University College LondonUnited Kingdom 59 works
- 8 Mayo ClinicUnited States 57 works
- 9 Chandigarh UniversityIndia 56 works
- 10 Saveetha UniversityIndia 54 works
Who are the leading researchers in Artificial Intelligence in Healthcare and Education?
The most-cited researchers publishing on Artificial Intelligence in Healthcare and Education include David Moher and Greg S. Corrado.
- 1 David Moher Canada 38k citations
- 2 Greg S. Corrado United States 7.3k citations
Ranked by citations received across their whole record, among researchers with at least three works on this topic.
Where is Artificial Intelligence in Healthcare and Education research done?
The largest centres of Artificial Intelligence in Healthcare and Education research in 2022–2025 are Norman (United States), London (United Kingdom), Beijing (China) and New York (United States). Among places with at least 20 works in it, it is an unusually large share of all research in Norman and Redmond.
Largest cities, 2022–2025
- 1 Norman United States 452 works
- 2 London United Kingdom 442 works
- 3 Beijing China 353 works
- 4 New York United States 326 works
- 5 Boston United States 228 works
- 6 Seoul South Korea 201 works
- 7 Chennai India 200 works
- 8 Toronto Canada 197 works
- 9 Shanghai China 195 works
- 10 Singapore Singapore 181 works
Where it is the local speciality
- NormanUS · 452.5 works53×
- RedmondUS · 21.4 works9.1×
Location quotient: how much more of its research is in Artificial Intelligence in Healthcare and Education than the world average.
Where is the best place to study Artificial Intelligence in Healthcare and Education?
Among universities, judged by research, Halmstad University, Stanford University and Harvard University score highest, combining excellence, specialisation, size, growth and international reach. Research strength is one signal when choosing where to study; it does not measure teaching.
One dot per university in the table below. The upper left is the interesting corner: small places doing unusually strong work.
| # | University | Score | Top 10% | Specialisation | Works | Growth |
|---|---|---|---|---|---|---|
| 1 | Halmstad UniversitySweden | 63.7 | 46.8% | 14.6× | 15 | — |
| 2 | Stanford UniversityUnited States | 56.9 | 33.8% | 3.2× | 95 | +691.6% |
| 3 | Harvard UniversityUnited States | 56.3 | 32.3% | 2.9× | 88 | +658.1% |
| 4 | Education University of Hong KongHong Kong | 56.0 | 53.5% | 4.7× | 17 | — |
| 5 | National University Health SystemSingapore | 53.2 | 45.3% | 6.2× | 10 | — |
| 6 | Monash UniversityAustralia | 51.9 | 36.8% | 1.8× | 36 | +294.0% |
| 7 | Alfaisal UniversitySaudi Arabia | 51.6 | 44.4% | 5.5× | 11 | — |
| 8 | Zayed UniversityUnited Arab Emirates | 51.5 | 43.4% | 5.8× | 11 | — |
| 9 | University of BishaSaudi Arabia | 50.4 | 22.8% | 9.2× | 13 | — |
| 10 | Swami Vivekanand College of PharmacyIndia | 50.4 | 50.4% | 5.4× | 12 | — |
Universities only. Score blends excellence (30%), specialisation (25%), size (20%), growth (15%) and international reach (10%), 2015–2022; growth compares 2010–14 with 2015–19.
Is Artificial Intelligence in Healthcare and Education research growing?
Output in 2018–2022 was 518% higher than in 2013–2017, peaking in 2025. The fastest-growing topics are Artificial Intelligence in Healthcare and Education.
The same series as a ribbon — one cell per year, darker for more. The line above answers how much; this answers when.
Which topics inside it are moving
Growth and decline on one axis around a shared zero. Two lists side by side hide the thing that matters: whether the growth dwarfs the decline, or the other way round.