ECG Monitoring and Analysis
ECG Monitoring and Analysis is a research topic within Cardiology and Cardiovascular Medicine. Science Explorer counts 34k research works in it since 1950. 15.2% of them reached the world's top 10% most cited for their field and year.
This cluster of papers focuses on the analysis, classification, and processing of electrocardiogram (ECG) signals for applications such as arrhythmia detection, cardiac health diagnosis, and physiological monitoring. The papers cover topics including deep learning, wavelet transform, signal quality assessment, noise reduction, and real-time ECG monitoring for telemedicine.
- ECG Signal
- Arrhythmia Detection
- Deep Learning
- Classification
- Signal Processing
- Physiological Monitoring
- Heartbeat Classification
- Wavelet Transform
- Cardiac Health Diagnosis
- Telemedicine
- Research works
- 34k fractional, since 1950
- In the world top 10%
- 5.1k per year above
- Top-10% rate
- 15.2% share of its works in the world top 10%
- Growth, 2013–17 → 2018–22
- +50% 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 ECG Monitoring and Analysis research?
By volume, India and China publish the most (1.8k and 1.3k works in 2022–2025).
By volume, 2022–2025
- 1 India 1.8k works
- 2 China 1.3k works
- 3 United States 1.1k works
- 4 United Kingdom 275 works
- 5 Italy 241 works
- 6 South Korea 228 works
- 7 Indonesia 197 works
- 8 Japan 193 works
- 9 Germany 179 works
- 10 Spain 163 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 ECG Monitoring and Analysis research?
By volume in 2022–2025, Vellore Institute of Technology University publishes the most ECG Monitoring and Analysis research, followed by SRM Institute of Science and Technology and Saveetha University.
By volume, 2022–2025
- 1 Vellore Institute of Technology UniversityIndia 61 works
- 2 SRM Institute of Science and TechnologyIndia 60 works
- 3 Saveetha UniversityIndia 44 works
- 4 Telkom UniversityIndonesia 35 works
- 5 University of Electronic Science and Technology of ChinaChina 32 works
- 6 Amrita Vishwa VidyapeethamIndia 30 works
- 7 Chitkara UniversityIndia 28 works
- 8 Shanghai Jiao Tong UniversityChina 28 works
- 9 Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and TechnologyIndia 25 works
- 10 Chandigarh UniversityIndia 25 works
Who are the leading researchers in ECG Monitoring and Analysis?
The most-cited researchers publishing on ECG Monitoring and Analysis include Harlan M. Krumholz and Luca Benini.
- 1 Harlan M. Krumholz United States 4.7k citations
- 2 Luca Benini Italy 4.6k citations
Ranked by citations received across their whole record, among researchers with at least three works on this topic.
Where is ECG Monitoring and Analysis research done?
The largest centres of ECG Monitoring and Analysis research in 2022–2025 are Chennai (India), Beijing (China), Shanghai (China) and Bengaluru (India). Among places with at least 20 works in it, it is an unusually large share of all research in Vijayawada and Raurkela.
Largest cities, 2022–2025
Where it is the local speciality
- VijayawadaIN · 41.3 works11×
- RaurkelaIN · 22.5 works11×
Location quotient: how much more of its research is in ECG Monitoring and Analysis than the world average.
Where is the best place to study ECG Monitoring and Analysis?
Among universities, judged by research, Vellore Institute of Technology University, SRM Institute of Science and Technology and King Saud 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 | Vellore Institute of Technology UniversityIndia | 68.9 | 21.2% | 7.4× | 62 | +495.6% |
| 2 | SRM Institute of Science and TechnologyIndia | 65.2 | 13.1% | 8.5× | 60 | +187.2% |
| 3 | King Saud UniversitySaudi Arabia | 59.2 | 44.1% | 1.4× | 10 | +231.1% |
| 4 | National Institute of Technology RourkelaIndia | 58.6 | 22.6% | 11.1× | 22 | +75.4% |
| 5 | Amrita Vishwa VidyapeethamIndia | 58.5 | 19.0% | 6.7× | 30 | +371.4% |
| 6 | SRM UniversityIndia | 57.8 | 21.1% | 12.4× | 19 | +79.1% |
| 7 | VIT-AP University?? | 57.2 | 29.4% | 21.6× | 13 | — |
| 8 | Koneru Lakshmaiah Education FoundationIndia | 56.3 | 27.8% | 8.2× | 20 | — |
| 9 | Telkom UniversityIndonesia | 55.9 | 10.6% | 7.8× | 35 | +1477.8% |
| 10 | Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and TechnologyIndia | 53.8 | 13.1% | 13.1× | 25 | — |
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 ECG Monitoring and Analysis research growing?
Output in 2018–2022 was 50% higher than in 2013–2017, peaking in 2025. The fastest-growing topics are ECG Monitoring and Analysis.
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.