Research in Elgin
Science Explorer records 6 research institutions in Elgin, United States. The largest by output are Elgin Community College, Sherman Hospital and Judson University.
- Research institutions
- 6
- Research works
- 889 ▲ 27% vs 2013–17
- Top-10% rate, 2022–2025
- 12.1% record average 16.5%
A city carries no overall standing here. The composite score is built for institutions and countries, the units its floors and field normalisation were designed around. An empty rank on this page is a statement about the measure, not about the place.
Which research institutions are in Elgin?
| # | Institution | Works | Against the largest here | World rank |
|---|---|---|---|---|
| 1 | Elgin Community CollegeUniversity | 423 | #19,367 all time | |
| 2 | Sherman HospitalHospital / health system | 185 | #33,696 all time | |
| 3 | Judson UniversityUniversity | 166 | #40,935 all time | |
| 4 | Presence Saint Joseph HospitalHospital / health system | 113 | not ranked | |
| 5 | Gail Borden Public Library DistrictArchive | 1 | not ranked | |
| 6 | Northgate Technologies (United States)Company | 0 | not ranked |
By fractional works over the whole record; world rank on research quality in 2022–2025. Bars are scaled to the largest institution in this city, not to anything off the page.
How concentrated the city is
The same institutions as shares of everything the list accounts for. A city that is one university and a city that is twelve read alike as a table and not at all alike here.
Shares of the rows listed above, not of the whole node.
Which keywords describe research in Elgin?
By fractional works in 2022–2025, weighted toward what it does more of than the world: Machine Learning, Big Data, Cybersecurity, Artificial Intelligence, Healthcare, Ethics, Surveillance and Data Mining.
- Health Care Utilization
- Intrusion Detection
- Edge Computing
- Differential Privacy
- Cultural Studies
- Big Data Analytics
- Health Equity
- Policy Compliance
- Information Security
- Biodiversity
- Cloud Computing
- Smart Cities
- Public Health
- COVID-19
- IoT Security
- Globalization
- Internet of Things
- Cybersecurity
- Deep Learning
- Artificial Intelligence
- Machine Learning
- Big Data
- Healthcare
- Ethics
- Data Mining
- Surveillance
- Algorithmic Bias
- Fairness
- Security
- Risk Management
- Game Theory
- Anomaly Detection
- One Health
- Zoonotic Diseases
- Social Support
- Infectious Diseases
- Electronic Health Records
- Federated Learning
- Fog Computing
- Network Security
Size is fractional works in 2022–2025 in the topics tagged with each word; colour is the word's share of this city's work against its share of the world's. The 40 words are chosen for being large and distinctive. Each links to the topic it comes from most.
All 40 words, with their numbers
- Machine Learning13▲ 3.2×19 topics
- Artificial Intelligence8▲ 4.6×12 topics
- Big Data7▲ 6.5×9 topics
- Deep Learning7▲ 1.73×19 topics
- Healthcare7▲ 5.1×8 topics
- Cybersecurity6▲ 21×5 topics
- Ethics6▲ 9.1×4 topics
- Internet of Things5▲ 5.0×8 topics
- Data Mining5▲ 5.7×6 topics
- Globalization5▲ 2.2×11 topics
- Surveillance5▲ 15×3 topics
- IoT Security4▲ 10×3 topics
- Algorithmic Bias4▲ 45×1 topic
- COVID-194▲ 2.2×7 topics
- Fairness4▲ 36×1 topic
- Public Health4▲ 1.99×11 topics
- Security4▲ 4.4×7 topics
- Smart Cities3▲ 9.8×2 topics
- Risk Management3▲ 5.1×3 topics
- Cloud Computing3▲ 8.7×5 topics
- Game Theory3▲ 14×2 topics
- Biodiversity3▲ 3.1×2 topics
- Anomaly Detection3▲ 7.3×3 topics
- Information Security3▲ 22×1 topic
- One Health3▲ 66×1 topic
- Policy Compliance3▲ 55×1 topic
- Zoonotic Diseases3▲ 66×1 topic
- Health Equity2▲ 7.4×5 topics
- Social Support2▲ 3.6×7 topics
- Big Data Analytics2▲ 8.5×3 topics
- Infectious Diseases2▲ 5.7×4 topics
- Cultural Studies2▲ 4.6×4 topics
- Electronic Health Records2▲ 19×3 topics
- Differential Privacy2▲ 23×1 topic
- Federated Learning2▲ 23×1 topic
- Edge Computing2▲ 12×1 topic
- Fog Computing2▲ 13×1 topic
- Intrusion Detection2▲ 9.7×1 topic
- Network Security2▲ 11×1 topic
- Health Care Utilization2▲ 12×3 topics
What research is done in Elgin?
Area is fractional works; colour is the subfield each topic belongs to.
- 1 Ethics and Social Impacts of AI Safety Research 4 works
- 2 Information and Cyber Security Information Systems 3 works
- 3 Zoonotic diseases and public health Public Health, Environmental and Occupational Health 3 works
- 4 Privacy-Preserving Technologies in Data Artificial Intelligence 2 works
- 5 IoT and Edge/Fog Computing Computer Networks and Communications 2 works
- 6 Network Security and Intrusion Detection Computer Networks and Communications 2 works
- 7 COVID-19 epidemiological studies Modeling and Simulation 2 works
- 8 COVID-19 Pandemic Impacts Economics and Econometrics 2 works
- 9 Internet of Things and AI Information Systems 1 works
- 10 Italian Literature and Culture General Arts and Humanities 1 works
Research output over time
The same series as a ribbon — one cell per year, darker for more.