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Innovation in Digital Healthcare Systems

Innovation in Digital Healthcare Systems is a research topic within Health Information Management. Science Explorer counts 5k research works in it since 1968. 10.2% of them reached the world's top 10% most cited for their field and year.

This cluster of papers focuses on ontology-based healthcare context modeling in a ubiquitous environment. It includes topics such as dietary nutrition recommendation, emergency situation monitoring, topic modeling for medical big data mining, depression risk prediction using deep neural network model, bio-detection for smart health service, and P2P cloud network services for IoT-based disaster situations.

  • Ontology-based
  • Healthcare
  • Context Information Model
  • Ubiquitous Environment
  • Dietary Nutrition Recommendation
  • Emergency Situation Monitoring
  • Topic Modeling
  • Depression Risk Prediction
  • Bio-detection for Smart Health Service
  • P2P Cloud Network Services
Research works
5k
fractional, since 1968
In the world top 10%
513
per year above
Top-10% rate
10.2%
share of its works in the world top 10%
Growth, 2018-21 → 2022-25
+77%
the tick is no change
Largest producer
China
26% of the 10 largest, 2022-now
Innovation in Digital Healthcare Systems

This ranks research output and citation impact. It says nothing about the quality of diagnosis, treatment or care.

Which countries lead Innovation in Digital Healthcare Systems research?

By volume, China and India publish the most (304 and 238 works in 2022-now).

By volume, 2022-now

  1. 1 China 304 works
  2. 2 India 238 works
  3. 3 South Korea 189 works
  4. 4 Japan 137 works
  5. 5 Indonesia 104 works
  6. 6 United States 79 works
  7. 7 Hungary 43 works
  8. 8 Malaysia 28 works
  9. 9 ?? 26 works
  10. 10 Taiwan 21 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.

China: 26.0%India: 20.3%South Korea: 16.2%Japan: 11.7%6 others listed: 25.8%26%largest
China304 · 26.0%India238 · 20.3%South Korea189 · 16.2%Japan137 · 11.7%6 others listed301 · 25.8%

Shares of the rows listed above, not of the whole node.

Which institutions lead Innovation in Digital Healthcare Systems research?

By volume in 2022-now, National Institute of Child Health publishes the most Innovation in Digital Healthcare Systems research, followed by Binus University and SRM Institute of Science and Technology.

By volume, 2022-now

  1. 1 National Institute of Child HealthHungary 37 works
  2. 2 Binus UniversityIndonesia 12 works
  3. 3 SRM Institute of Science and TechnologyIndia 9 works
  4. 4 Telkom UniversityIndonesia 9 works
  5. 5 Saveetha UniversityIndia 8 works
  6. 6 Soongsil UniversitySouth Korea 8 works
  7. 7 Electronics and Telecommunications Research InstituteSouth Korea 7 works
  8. 8 Seoul National UniversitySouth Korea 6 works
  9. 9 Chinese Academy of SciencesChina 6 works
  10. 10 Hongik UniversitySouth Korea 6 works

Who are the leading researchers in Innovation in Digital Healthcare Systems?

The most-cited researchers publishing on Innovation in Digital Healthcare Systems include T. J. Kim and KWANG SOO KIM.

  1. 1 T. J. Kim Germany 139k citations
  2. 2 KWANG SOO KIM South Korea 94k citations

Ranked by citations received across their whole record, among researchers with at least three works on this topic.

What are the most cited papers in Innovation in Digital Healthcare Systems?

The most cited paper in Innovation in Digital Healthcare Systems is "A Survey on the Edge Computing for the Internet of Things" (Yu Jian Wei, Fan Liang, Xiaofei He et al., 2017), with 1,523 citations. Next come "Industry 4.0: A Korea perspective" (539) and "Development of a Health Information Technology Acceptance Model Using Consumers’ Health Behavior Intention" (508).

Most cited papers
#PaperReleasedCitations
1 A Survey on the Edge Computing for the Internet of Things Yu Jian Wei, Fan Liang, Xiaofei He et al. · IEEE Access Open access 29 Nov 2017 1,523
2 Industry 4.0: A Korea perspective Tae Kyung Sung · Technological Forecasting and Social Change 13 Nov 2017 539
3 Development of a Health Information Technology Acceptance Model Using Consumers’ Health Behavior Intention Jeongeun Kim, Hyeoun‐Ae Park · Journal of Medical Internet Research Open access Oct 2012 508
4 A Privacy Awareness System for Ubiquitous Computing Environments Marc Langheinrich 2002 429
5 Content Analysis of Mobile Health Applications on Diabetes Mellitus Syarafina Izahar, Qi Ying Lean, Mohammed Abdul Hameed et al. · Frontiers in Endocrinology Open access 27 Nov 2017 377
All 98 most cited papers, with filters and sorting

Where is Innovation in Digital Healthcare Systems research done?

The largest centres of Innovation in Digital Healthcare Systems research in 2022-now are Seoul (South Korea), Beijing (China), Tokyo (Japan) and Budapest (Hungary). Among places with at least 20 works in it, it is an unusually large share of all research in Budapest, Daejeon and Seoul.

Largest cities, 2022-now

  1. 1 SeoulSouth Korea 73 works
  2. 2 BeijingChina 53 works
  3. 3 TokyoJapan 49 works
  4. 4 BudapestHungary 41 works
  5. 5 ChennaiIndia 38 works
  6. 6 ShanghaiChina 23 works
  7. 7 DaejeonSouth Korea 22 works
  8. 8 JakartaIndonesia 21 works
  9. 9 BandungIndonesia 16 works
  10. 10 BusanSouth Korea 15 works

Where it is the local speciality

  1. BudapestHU · 41.0 works15×
  2. DaejeonKR · 21.8 works8.5×
  3. SeoulKR · 73.3 works6.7×
← less than its size predicts1×more →

Location quotient: how much more of its research is in Innovation in Digital Healthcare Systems than the world average.

See Innovation in Digital Healthcare Systems on the map

Where is the best place to study Innovation in Digital Healthcare Systems?

Among universities, judged by research, SRM Institute of Science and Technology, Binus University and Saveetha University score highest, combining citation excellence, specialisation, size, growth and international reach. Research strength is one signal when choosing where to study; it does not measure teaching.

0%5%10%15%mean 6.98%fractional works in this field (log) →share of work in the world top 10% →Saveetha UniversitySRM Institute of Sci…Binus UniversityTelkom University
above the meannear itbelow it

One dot per university in the first ten of the table below, at the default weights. The upper left is the interesting corner: small places doing unusually strong work.

Citation excellenceshare of its work in the world top 10%, 2022-now and all time averaged
40%
Specialisationhow much of its work is in this field, counted up to 10× the world share
10%
Sizeits output in this field, on a log scale
30%
Growthoutput growth, counted from -20% to +20%
10%
Internationalshare of its work with a co-author abroad
10%
Each slider sets a weight; the share it gets of the score is beside it.
#UniversityScoreTop 10%SpecialisationWorksGrowth
1SRM Institute of Science and TechnologyIndia 59.213.3%7.2×9 +506.0%
2Binus UniversityIndonesia 58.54.0%17.4×12 +442.7%
3Saveetha UniversityIndia 55.013.8%7.0×8 -
4Telkom UniversityIndonesia 17.12.9%13.0×9 -
5Soongsil UniversitySouth Korea 14.40.9%65.6×8 -19.7%

Universities only. The score blends citation excellence (40%), size (30%), specialisation (10%), growth (10%), international reach (10%), 2022-now; growth compares 2018-21 with 2022-25 and counts up to +20%, since a jump from a small base is mostly noise.

Every institution in Innovation in Digital Healthcare Systems, country by country

Is Innovation in Digital Healthcare Systems research growing?

Output in 2022-2025 was 77% higher than in 2018-2021, peaking in 2024. The fastest-growing topics are Innovation in Digital Healthcare Systems.

still counting19801990200020102020
grewheldshrank

The same series as a ribbon: one cell per year, darker for more. The line above answers how much; this answers when.

Its share of all research

Growing output can still be a shrinking share: all of science grows. This is Innovation in Digital Healthcare Systems as a percentage of every work published that year, 0.010% in 2024.

still counting0.0050%0.010%0.015%Innovation in Digital Healthcare Systems0.0066% in 202519801990200020102020

Fractional works of Innovation in Digital Healthcare Systems over all fractional works that year. How the balance of science has shifted.

How much of it reaches the world top 10%

Year by year.

still counting5%10%15%Innovation in Digital Healthcare Systems10.5% in 202520102020

Of each year's works in it, the share that reached the world's 10% most cited for their field and year. A field is the world for its own topics, so there is no other line to hold it against.

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.

Discussion

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