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Research facility · Graz · Austria

Computer Algorithms for Medicine

In research, Computer Algorithms for Medicine stands highest in Physical Sciences (#8,259 of 10,670 worldwide) and Computer Science (#3,648 of 4,417 worldwide), 2022-now. Relative to its size it is most specialised in Artificial Intelligence (Artificial Intelligence is 6.8× its share of world research).

cafe-lab.orgROR OpenAlex
World rank, 2022-now
#14,331
of 22,385 · #9,456 all time
Rank in Austria
#84
of 143
Research works
1.3k
▼ 14% vs 2018-21
Citations
12k
9.6 per fractional work
Top-10% rate
6.6%
all institutions 10.0%
vs its own fields
0.91×
1.00× is exactly expected
Open access
65%
world 40%
International
41%
world 18%
Computer Algorithms for Medicine

What is Computer Algorithms for Medicine known for in research?

The fields where it stands highest, 2022-now, ranked among every institution above the floor in each field.

FieldWorld rankWhere that sitsTop-10% rateWorksAll time
Physical SciencesDomain #8,259 of 10,670 4.8%95 #4697
Computer ScienceField #3,648 of 4,417 4.0%60 #2282

Each strip is that field's whole ranked pool, with the notch where Computer Algorithms for Medicine sits in it, in the colour of the band that rank falls in. The track under the rate is the rate itself: it carries no average mark, because the average differs by field (from about 6% in Dentistry to 21% in Economics).

Which fields of science does Computer Algorithms for Medicine work in?

In 2022-now, 74% of research at Computer Algorithms for Medicine is in Physical Sciences, 12% in Social Sciences. Its largest fields are Computer Science (46%), Engineering (16%), Medicine (6%). It does 1.9× the world's share of Physical Sciences.

Physical Sciences: 115 fractional works · 74.3% of its workComputer Science: 71 fractional works · 45.8% of its workArtificial Intelligence: 25 fractional works · 16.4% of its workComputational Theory and Mathematics: 16 fractional works · 10.4% of its workComputer Networks and Communications: 10 fractional works · 6.5% of its workComputer Vision and Pattern Recognition: 9 fractional works · 5.7% of its workComputer Graphics and Computer-Aided Design: 4 fractional works · 2.6% of its workInformation Systems: 3 fractional works · 2.0% of its workSignal Processing: 2 fractional works · 1.1% of its workHardware and Architecture: 1 fractional works · 0.7% of its workSoftware: 0 fractional works · 0.3% of its workEngineering: 24 fractional works · 15.5% of its workElectrical and Electronic Engineering: 5 fractional works · 3.1% of its workControl and Systems Engineering: 4 fractional works · 2.6% of its workIndustrial and Manufacturing Engineering: 3 fractional works · 1.7% of its workAerospace Engineering: 2 fractional works · 1.5% of its workBiomedical Engineering: 2 fractional works · 1.5% of its workMechanical Engineering: 2 fractional works · 1.5% of its workComputational Mechanics: 2 fractional works · 1.1% of its workMedia Technology: 1 fractional works · 0.7% of its workBuilding and Construction: 1 fractional works · 0.5% of its workAutomotive Engineering: 1 fractional works · 0.5% of its workOcean Engineering: 1 fractional works · 0.4% of its workCivil and Structural Engineering: 0 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.1% of its workMathematics: 8 fractional works · 5.0% of its workNumerical Analysis: 1 fractional works · 0.9% of its workDiscrete Mathematics and Combinatorics: 1 fractional works · 0.9% of its workGeometry and Topology: 1 fractional works · 0.9% of its workMathematical Physics: 1 fractional works · 0.9% of its workApplied Mathematics: 1 fractional works · 0.7% of its workAlgebra and Number Theory: 1 fractional works · 0.4% of its workStatistics and Probability: 0 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.0% of its workPhysics and Astronomy: 7 fractional works · 4.5% of its workStatistical and Nonlinear Physics: 3 fractional works · 1.9% of its workAtomic and Molecular Physics, and Optics: 2 fractional works · 1.5% of its workCondensed Matter Physics: 1 fractional works · 0.5% of its workRadiation: 0 fractional works · 0.2% of its workSmaller subfields together: 1 fractional works · 0.4% of its workEnvironmental Science: 2 fractional works · 1.3% of its workEnvironmental Engineering: 1 fractional works · 0.4% of its workEcology: 0 fractional works · 0.3% of its workGlobal and Planetary Change: 0 fractional works · 0.2% of its workPollution: 0 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.2% of its workEarth and Planetary Sciences: 1 fractional works · 0.9% of its workGeophysics: 1 fractional works · 0.4% of its workGeology: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.2% of its workMaterials Science: 1 fractional works · 0.8% of its workMaterials Chemistry: 1 fractional works · 0.8% of its workSmaller subfields together: 0 fractional works · 0.1% of its workChemistry: 0 fractional works · 0.2% of its workEnergy: 0 fractional works · 0.2% of its workChemical Engineering: 0 fractional works · 0.1% of its workSocial Sciences: 19 fractional works · 12.2% of its workSocial Sciences: 7 fractional works · 4.5% of its workSociology and Political Science: 3 fractional works · 1.9% of its workSafety Research: 1 fractional works · 0.5% of its workPolitical Science and International Relations: 1 fractional works · 0.3% of its workEducation: 1 fractional works · 0.3% of its workAnthropology: 0 fractional works · 0.3% of its workTransportation: 0 fractional works · 0.3% of its workUrban Studies: 0 fractional works · 0.3% of its workSmaller subfields together: 1 fractional works · 0.6% of its workPsychology: 3 fractional works · 1.7% of its workSocial Psychology: 1 fractional works · 0.6% of its workApplied Psychology: 1 fractional works · 0.4% of its workDevelopmental and Educational Psychology: 0 fractional works · 0.3% of its workExperimental and Cognitive Psychology: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.1% of its workDecision Sciences: 2 fractional works · 1.6% of its workManagement Science and Operations Research: 2 fractional works · 1.4% of its workSmaller subfields together: 0 fractional works · 0.2% of its workEconomics, Econometrics and Finance: 2 fractional works · 1.6% of its workEconomics and Econometrics: 2 fractional works · 1.5% of its workSmaller subfields together: 0 fractional works · 0.1% of its workArts and Humanities: 2 fractional works · 1.5% of its workLanguage and Linguistics: 1 fractional works · 0.6% of its workHistory and Philosophy of Science: 0 fractional works · 0.3% of its workSmaller subfields together: 1 fractional works · 0.5% of its workBusiness, Management and Accounting: 2 fractional works · 1.3% of its workManagement Information Systems: 1 fractional works · 0.7% of its workStrategy and Management: 1 fractional works · 0.4% of its workSmaller subfields together: 0 fractional works · 0.2% of its workLife Sciences: 11 fractional works · 6.8% of its workBiochemistry, Genetics and Molecular Biology: 7 fractional works · 4.7% of its workMolecular Biology: 6 fractional works · 3.6% of its workGenetics: 1 fractional works · 0.6% of its workCancer Research: 0 fractional works · 0.3% of its workBiophysics: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.0% of its workNeuroscience: 2 fractional works · 1.5% of its workCognitive Neuroscience: 1 fractional works · 0.9% of its workNeurology: 1 fractional works · 0.4% of its workSmaller subfields together: 0 fractional works · 0.3% of its workAgricultural and Biological Sciences: 1 fractional works · 0.6% of its workPlant Science: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.2% of its workHealth Sciences: 10 fractional works · 6.7% of its workMedicine: 9 fractional works · 5.6% of its workRadiology, Nuclear Medicine and Imaging: 2 fractional works · 1.2% of its workCardiology and Cardiovascular Medicine: 1 fractional works · 0.8% of its workPulmonary and Respiratory Medicine: 1 fractional works · 0.7% of its workEpidemiology: 1 fractional works · 0.4% of its workOrthopedics and Sports Medicine: 0 fractional works · 0.3% of its workInfectious Diseases: 0 fractional works · 0.3% of its workSurgery: 0 fractional works · 0.3% of its workObstetrics and Gynecology: 0 fractional works · 0.3% of its workHealth Informatics: 0 fractional works · 0.2% of its workOtorhinolaryngology: 0 fractional works · 0.2% of its workSmaller subfields together: 1 fractional works · 0.8% of its workHealth Professions: 2 fractional works · 1.0% of its workGeneral Health Professions: 1 fractional works · 0.4% of its workHealth Information Management: 0 fractional works · 0.2% of its workSpeech and Hearing: 0 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.2% of its workVeterinary: 0 fractional works · 0.0% of its workNursing: 0 fractional works · 0.0% of its workDentistry: 0 fractional works · 0.0% of its workALL ITS WORKComputerAlgorithms for…155fractional works, 2022-now
Life Sciences7%Physical Sciences74%Health Sciences7%Social Sciences12%

Each ring splits the one inside it: the four domains of science, their fields, their subfields. Size is fractional works in 2022-now. Every slice is a page; the interactive view zooms down to single topics and colours each by how much more of it this institution does than the world.

Its 4 domains and 25 fields, with their numbers
    1. Computer Science7145.8%
    2. Engineering2415.5%
    3. Mathematics85.0%
    4. Physics and Astronomy74.5%
    5. Environmental Science21.3%
    6. Earth and Planetary Sciences10.9%
    7. Materials Science10.8%
    8. Chemistry00.2%
    9. Energy00.2%
    10. Chemical Engineering00.1%
    1. Social Sciences74.5%
    2. Psychology31.7%
    3. Decision Sciences21.6%
    4. Economics, Econometrics and Finance21.6%
    5. Arts and Humanities21.5%
    6. Business, Management and Accounting21.3%
    1. Biochemistry, Genetics and Molecular Biology74.7%
    2. Neuroscience21.5%
    3. Agricultural and Biological Sciences10.6%
    4. Immunology and Microbiology00.0%
    1. Medicine95.6%
    2. Health Professions21.0%
    3. Veterinary00.0%
    4. Nursing00.0%
    5. Dentistry00.0%
All of science, and how each field's share has moved since 1950: the Science domain explorer

What does Computer Algorithms for Medicine specialise in?

Where its research is concentrated relative to its size: Artificial Intelligence takes 6.8× the share of its output that it takes of world research.

  1. Artificial IntelligenceSubfield · 25.4 works6.8×
← less than its size predicts1×more →

Location quotient, a volume reading rather than an impact one. It surfaces small, lopsided specialities.

Field profile

Location quotient across every field it publishes in: outside the ring is more than an institution of this size would be expected to publish, inside it is less.

Agricultural and Biological Sciences: 0.12× its world share, 1 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 0.89× its world share, 7 worksBiochemistry, Geneti…Immunology and Microbiology: 0.01× its world share, 0 worksImmunology and Micro…Neuroscience: 0.94× its world share, 2 worksNeuroscienceChemical Engineering: 0.15× its world share, 0 worksChemical EngineeringChemistry: 0.14× its world share, 0 worksChemistryComputer Science: 5.89× its world share, 71 worksComputer ScienceEarth and Planetary Sciences: 0.60× its world share, 1 worksEarth and Planetary …Energy: 0.19× its world share, 0 worksEnergyEngineering: 1.03× its world share, 24 worksEngineeringEnvironmental Science: 0.26× its world share, 2 worksEnvironmental ScienceMaterials Science: 0.24× its world share, 1 worksMaterials ScienceMathematics: 4.23× its world share, 8 worksMathematicsPhysics and Astronomy: 2.02× its world share, 7 worksPhysics and AstronomyDentistry: 0.06× its world share, 0 worksDentistryHealth Professions: 0.37× its world share, 2 worksHealth ProfessionsMedicine: 0.29× its world share, 9 worksMedicineNursing: 0.06× its world share, 0 worksNursingVeterinary: 0.32× its world share, 0 worksVeterinaryArts and Humanities: 0.52× its world share, 2 worksArts and HumanitiesBusiness, Management and Accounting: 0.41× its world share, 2 worksBusiness, Management…Decision Sciences: 1.67× its world share, 2 worksDecision SciencesEconomics, Econometrics and Finance: 0.73× its world share, 2 worksEconomics, Econometr…Psychology: 0.56× its world share, 3 worksPsychologySocial Sciences: 0.35× its world share, 7 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Computer Science, 5.9×. Every wedge is a field page.

All 25 fields, with their numbers
  1. Computer Science5.89×71 works
  2. Mathematics4.23×8 works
  3. Physics and Astronomy2.02×7 works
  4. Decision Sciences1.67×2 works
  5. Engineering1.03×24 works
  6. Neuroscience0.94×2 works
  7. Biochemistry, Genetics and Molecular Biology0.89×7 works
  8. Economics, Econometrics and Finance0.73×2 works
  9. Earth and Planetary Sciences0.60×1 works
  10. Psychology0.56×3 works
  11. Arts and Humanities0.52×2 works
  12. Business, Management and Accounting0.41×2 works
  13. Health Professions0.37×2 works
  14. Social Sciences0.35×7 works
  15. Veterinary0.32×0 works
  16. Medicine0.29×9 works
  17. Environmental Science0.26×2 works
  18. Materials Science0.24×1 works
  19. Energy0.19×0 works
  20. Chemical Engineering0.15×0 works
  21. Chemistry0.14×0 works
  22. Agricultural and Biological Sciences0.12×1 works
  23. Dentistry0.06×0 works
  24. Nursing0.06×0 works
  25. Immunology and Microbiology0.01×0 works

Who are the top researchers at Computer Algorithms for Medicine?

Ranked on the quality score, François Vanderbeck, de Mt Mark Berg and Narendra Jussien lead among researchers whose main affiliation is Computer Algorithms for Medicine.

  1. 1 François Vanderbeck Austria · #1,834,321 worldwide 772 citations · 43 works
  2. 2 de Mt Mark Berg Austria · #2,326,982 worldwide 235 citations · 76 works
  3. 3 Narendra Jussien Austria · #2,569,667 worldwide 1.8k citations · 179 works
  4. 4 Alix Lhéritier Austria · #2,637,049 worldwide 256 citations · 29 works
  5. 5 Philippe Darche Austria · #2,869,367 worldwide 10 citations · 40 works
  6. 6 Emmanuel Jeanvoine Austria · #2,947,794 worldwide 459 citations · 45 works
  7. 7 Ehl Emile Aarts Austria · #3,013,883 worldwide 2.2k citations · 43 works
  8. 8 Olivier Lhomme Austria · #3,256,685 worldwide 880 citations · 32 works
  9. 9 06 - Valbonne (France). Unite de Recherche de Sophia-Antipolis Institut National de Recherche en Informatique et en Automatique (INRIA) Austria · #3,301,076 worldwide 908 citations · 48 works
  10. 10 I Iordanov Austria · #3,606,298 worldwide 155 citations · 48 works
All ranked researchers at Computer Algorithms for Medicine

What are the most cited papers from Computer Algorithms for Medicine?

The most cited paper from Computer Algorithms for Medicine is "The oyster genome reveals stress adaptation and complexity of shell formation" (Guofan Zhang et al., 2012), with 2,333 citations. Next come "Edge Detection Techniques - An Overview" (760) and "HyperLogLog: the analysis of a near-optimal cardinality estimation algorithm" (719).

Most cited papers
#PaperReleasedCitations
1 The oyster genome reveals stress adaptation and complexity of shell formation Guofan Zhang et al. · Nature Open access 19 Sep 2012 2,333
2 Edge Detection Techniques - An Overview Djemel Ziou, Salvatore Tabbone Open access 1998 760
3 HyperLogLog: the analysis of a near-optimal cardinality estimation algorithm Philippe Flajolet, Éric Fusy, Olivier Gandouet et al. · Discrete Mathematics & Theoretical Computer Science Open access 2007 719
4 Sequencing DNA with nanopores: Troubles and biases Clara Delahaye, Jacques Nicolas · PLoS ONE Open access Oct 2021 600
5 An adaptive sequential Monte Carlo method for approximate Bayesian computation Pierre Del Moral, Arnaud Doucet, Ajay Jasra · Statistics and Computing 2 Aug 2011 524
All 60 most cited papers, with filters and sorting

Which keywords describe research at Computer Algorithms for Medicine?

By fractional works in 2022-now, weighted toward what it does more of than the world: Approximation Algorithms, Deep Learning, Machine Learning, Algorithmic Applications, Model Checking, Neural Networks, Temporal Logic and Resource Allocation.

▲ more of its work than of the world's◆ about the world's share▼ less than the world's

Size is fractional works in 2022-now in the topics tagged with each word; colour is the word's share of this institution'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
  1. Deep Learning13▲ 2.5×49 topics
  2. Machine Learning12▲ 2.4×41 topics
  3. Approximation Algorithms10▲ 92×4 topics
  4. Neural Networks7▲ 2.9×23 topics
  5. Algorithmic Applications7▲ 120×2 topics
  6. Model Checking6▲ 87×3 topics
  7. Temporal Logic4▲ 76×2 topics
  8. Delaunay Triangulations4▲ 199×1 topic
  9. Graph Theory4▲ 22×3 topics
  10. Mesh Generation4▲ 199×1 topic
  11. Resource Allocation4▲ 14×6 topics
  12. Combinatorial Optimization3▲ 150×1 topic
  13. Complexity Theory3▲ 38×2 topics
  14. Fault Tolerance3▲ 14×5 topics
  15. Graph Algorithms3▲ 150×1 topic
  16. Classification3▲ 4.7×10 topics
  17. Fixed-Parameter Algorithms3▲ 100×1 topic
  18. Parameterized Complexity3▲ 100×1 topic
  19. Evolutionary Algorithms3▲ 19×4 topics
  20. Automata3▲ 61×2 topics
  21. Distributed Systems3▲ 10×5 topics
  22. Entropy2▲ 60×2 topics
  23. Mobile Robots2▲ 16×2 topics
  24. Clustering Algorithms2▲ 21×2 topics
  25. Formal Verification2▲ 113×1 topic
  26. Static Analysis2▲ 74×1 topic
  27. AdWords Problem2▲ 84×1 topic
  28. Entanglement2▲ 9.5×3 topics
  29. Knowledge Representation2▲ 17×3 topics
  30. Online Algorithms2▲ 84×1 topic
  31. Satisfiability Modulo Theories2▲ 77×1 topic
  32. Symbolic Model Checker2▲ 77×1 topic
  33. Description Logics2▲ 29×2 topics
  34. Monte Carlo Tree Search2▲ 93×1 topic
  35. Procedural Content Generation2▲ 93×1 topic
  36. Consistency2▲ 65×1 topic
  37. Global Optimization2▲ 24×2 topics
  38. Quantum Information2▲ 11×2 topics
  39. Transactional Memory2▲ 65×1 topic
  40. Genetic Algorithm2▲ 9.3×5 topics

Which research topics does Computer Algorithms for Medicine publish most on?

By volume in 2022-now: Computational Geometry and Mesh Generation, Complexity and Algorithms in Graphs, Advanced Graph Theory Research and Logic, programming, and type systems.

Computational Geometry a…4Computational Geometry and Mesh Generation: 4 fractional worksComplexity and Algorithm…3Complexity and Algorithms in Graphs: 3 fractional worksAdvanced Graph Theory Re…3Advanced Graph Theory Research: 3 fractional worksLogic, programming, and …2Logic, programming, and type systems: 2 fractional worksFormal Methods in Verification: 2 fractional worksOptimization and Search Problems: 2 fractional worksArtificial Intelligence …2Artificial Intelligence in Games: 2 fractional worksDistributed systems and …2Distributed systems and fault tolerance: 2 fractional worksLogic, Reasoning, and Kn…2Logic, Reasoning, and Knowledge: 2 fractional worksAlgorithms and Data Comp…2Algorithms and Data Compression: 2 fractional works
Computer Graphics and Computer-Aided DesignComputational Theory and MathematicsArtificial IntelligenceComputer Networks and Communications

Area is fractional works; colour is the subfield each topic belongs to.

  1. 1 Computational Geometry and Mesh Generation Computer Graphics and Computer-Aided Design 4 works
  2. 2 Complexity and Algorithms in Graphs Computational Theory and Mathematics 3 works
  3. 3 Advanced Graph Theory Research Computational Theory and Mathematics 3 works
  4. 4 Logic, programming, and type systems Artificial Intelligence 2 works
  5. 5 Formal Methods in Verification Computational Theory and Mathematics 2 works
  6. 6 Optimization and Search Problems Computer Networks and Communications 2 works
  7. 7 Artificial Intelligence in Games Artificial Intelligence 2 works
  8. 8 Distributed systems and fault tolerance Computer Networks and Communications 2 works
  9. 9 Logic, Reasoning, and Knowledge Artificial Intelligence 2 works
  10. 10 Algorithms and Data Compression Artificial Intelligence 2 works

How open and international is its research?

Against the world's own shares: the tick on each track. Both are shares of its output, so they sit on one scale and can be read against each other as well as against the world.

openly available65.4%not open34.6%

World: 40% of research is openly available.

with international co-authors40.8%domestic only59.2%

World: 18% is written across borders.

How has Computer Algorithms for Medicine's research output changed?

Output in 2022-2025 was 14% lower than in 2018-2021.

still counting1990200020102020
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 Computer Algorithms for Medicine as a percentage of every work published that year, 0.00046% in 2024.

still counting0.0020%0.0040%Computer Algorithms for Medicine0.00066% in 202519801990200020102020

Fractional works of Computer Algorithms for Medicine 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, against all institutions in the same year.

still counting5%10%15%all institutions10.0% in 2025Computer Algorithms for Medicine7.0% in 2025200020102020

Of each year's output, the share that reached the world's 10% most cited for its field and year. Peak 15.0% in 1993.

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