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Artificial Intelligence in Medicine (Canada)

In research, Artificial Intelligence in Medicine (Canada) stands highest in Computer Science (#383 of 4,417 worldwide), Physical Sciences (#1,034 of 10,670 worldwide) and Health Sciences (#1,151 of 9,902 worldwide), 2022-now. Relative to its size it is most specialised in Health Informatics, Artificial Intelligence and Computer Vision and Pattern Recognition (Health Informatics is 12.0× its share of world research).

aim.caROR OpenAlex
World rank, 2022-now
#1,003
of 22,385 · #1,507 all time
Rank in Canada
#29
of 305
Research works
3.1k
▲ 787% vs 2018-21
Citations
40k
13.1 per fractional work
Top-10% rate
8.6%
all institutions 10.0%
vs its own fields
1.12×
1.00× is exactly expected
Open access
52%
world 40%
International
60%
world 18%
Artificial Intelligence in Medicine (Canada)

What is Artificial Intelligence in Medicine (Canada) 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
Computer ScienceField #383 of 4,417 7.8%589 #621
Physical SciencesDomain #1,034 of 10,670 8.1%956 #1554
Health SciencesDomain #1,151 of 9,902 14.5%265 #1800
MedicineField #1,244 of 8,541 15.0%219 #1817
Life SciencesDomain #1,113 of 6,403 8.1%152 #1640
Artificial IntelligenceSubfield #334 of 1,862 7.9%254 #471
EngineeringField #1,118 of 5,901 9.4%260 #1329
Social SciencesDomain #2,749 of 9,585 10.9%225 #3459
Computer Vision and Pattern RecognitionSubfield #360 of 963 10.1%128 #453
Information SystemsSubfield #622 of 1,321 3.4%79 #1251

Each strip is that field's whole ranked pool, with the notch where Artificial Intelligence in Medicine (Canada) 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 of those standings moved

The same fields on both windows: where it stood over the whole record, and where it stands in 2022-now. The distance is the story, and it is the one thing the two rank columns above cannot show.

  1. Computer Science#621 #383
  2. Physical Sciences#1,554 #1,034
  3. Health Sciences#1,800 #1,151
  4. Medicine#1,817 #1,244
  5. Life Sciences#1,640 #1,113
  6. Artificial Intelligence#471 #334
  7. Engineering#1,329 #1,118
  8. Social Sciences#3,459 #2,749
  9. Computer Vision and Pattern Recognition#453 #360
  10. Information Systems#1,251 #622
all time2022-now, better2022-now, worse

A dot further right is a better standing. Fields it was not ranked in over the whole record are left out.

Which fields of science does Artificial Intelligence in Medicine (Canada) work in?

In 2022-now, 60% of research at Artificial Intelligence in Medicine (Canada) is in Physical Sciences, 16% in Health Sciences. Its largest fields are Computer Science (38%), Engineering (15%), Medicine (13%). It does 1.6× the world's share of Physical Sciences.

Physical Sciences: 1,466 fractional works · 60.5% of its workComputer Science: 925 fractional works · 38.1% of its workArtificial Intelligence: 402 fractional works · 16.6% of its workComputer Vision and Pattern Recognition: 206 fractional works · 8.5% of its workInformation Systems: 118 fractional works · 4.9% of its workComputer Networks and Communications: 80 fractional works · 3.3% of its workSignal Processing: 33 fractional works · 1.4% of its workHuman-Computer Interaction: 24 fractional works · 1.0% of its workComputational Theory and Mathematics: 22 fractional works · 0.9% of its workComputer Science Applications: 21 fractional works · 0.9% of its workHardware and Architecture: 9 fractional works · 0.4% of its workComputer Graphics and Computer-Aided Design: 5 fractional works · 0.2% of its workSoftware: 5 fractional works · 0.2% of its workEngineering: 368 fractional works · 15.2% of its workElectrical and Electronic Engineering: 71 fractional works · 2.9% of its workBiomedical Engineering: 57 fractional works · 2.3% of its workControl and Systems Engineering: 44 fractional works · 1.8% of its workIndustrial and Manufacturing Engineering: 28 fractional works · 1.1% of its workMechanical Engineering: 26 fractional works · 1.1% of its workAerospace Engineering: 25 fractional works · 1.0% of its workMedia Technology: 23 fractional works · 1.0% of its workAutomotive Engineering: 18 fractional works · 0.8% of its workBuilding and Construction: 18 fractional works · 0.8% of its workComputational Mechanics: 15 fractional works · 0.6% of its workSafety, Risk, Reliability and Quality: 12 fractional works · 0.5% of its workCivil and Structural Engineering: 11 fractional works · 0.5% of its workOcean Engineering: 11 fractional works · 0.4% of its workMechanics of Materials: 7 fractional works · 0.3% of its workEnvironmental Science: 62 fractional works · 2.6% of its workEnvironmental Engineering: 15 fractional works · 0.6% of its workGlobal and Planetary Change: 10 fractional works · 0.4% of its workEcology: 10 fractional works · 0.4% of its workWater Science and Technology: 9 fractional works · 0.4% of its workIndustrial and Manufacturing Engineering: 7 fractional works · 0.3% of its workSmaller subfields together: 11 fractional works · 0.5% of its workPhysics and Astronomy: 30 fractional works · 1.2% of its workStatistical and Nonlinear Physics: 13 fractional works · 0.5% of its workAtomic and Molecular Physics, and Optics: 5 fractional works · 0.2% of its workSmaller subfields together: 11 fractional works · 0.5% of its workMaterials Science: 25 fractional works · 1.0% of its workMaterials Chemistry: 18 fractional works · 0.8% of its workSmaller subfields together: 7 fractional works · 0.3% of its workMathematics: 19 fractional works · 0.8% of its workStatistics and Probability: 7 fractional works · 0.3% of its workSmaller subfields together: 12 fractional works · 0.5% of its workEarth and Planetary Sciences: 16 fractional works · 0.6% of its workAtmospheric Science: 7 fractional works · 0.3% of its workSmaller subfields together: 9 fractional works · 0.4% of its workChemistry: 13 fractional works · 0.5% of its workEnergy: 6 fractional works · 0.3% of its workRenewable Energy, Sustainability and the Environment: 6 fractional works · 0.2% of its workSmaller subfields together: 1 fractional works · 0.0% of its workChemical Engineering: 2 fractional works · 0.1% of its workHealth Sciences: 391 fractional works · 16.1% of its workMedicine: 326 fractional works · 13.4% of its workRadiology, Nuclear Medicine and Imaging: 75 fractional works · 3.1% of its workHealth Informatics: 35 fractional works · 1.4% of its workPulmonary and Respiratory Medicine: 24 fractional works · 1.0% of its workCardiology and Cardiovascular Medicine: 21 fractional works · 0.9% of its workSurgery: 21 fractional works · 0.9% of its workEpidemiology: 19 fractional works · 0.8% of its workPublic Health, Environmental and Occupational Health: 17 fractional works · 0.7% of its workOncology: 13 fractional works · 0.6% of its workPhysiology: 13 fractional works · 0.5% of its workPsychiatry and Mental health: 10 fractional works · 0.4% of its workNeurology: 9 fractional works · 0.4% of its workOphthalmology: 6 fractional works · 0.3% of its workEndocrinology, Diabetes and Metabolism: 6 fractional works · 0.2% of its workPediatrics, Perinatology and Child Health: 6 fractional works · 0.2% of its workSmaller subfields together: 50 fractional works · 2.1% of its workHealth Professions: 56 fractional works · 2.3% of its workHealth Information Management: 35 fractional works · 1.4% of its workGeneral Health Professions: 9 fractional works · 0.4% of its workSmaller subfields together: 11 fractional works · 0.5% of its workDentistry: 7 fractional works · 0.3% of its workNursing: 1 fractional works · 0.1% of its workVeterinary: 1 fractional works · 0.1% of its workSocial Sciences: 342 fractional works · 14.1% of its workSocial Sciences: 119 fractional works · 4.9% of its workSociology and Political Science: 33 fractional works · 1.3% of its workSafety Research: 26 fractional works · 1.1% of its workEducation: 14 fractional works · 0.6% of its workPolitical Science and International Relations: 11 fractional works · 0.4% of its workTransportation: 8 fractional works · 0.3% of its workSmaller subfields together: 27 fractional works · 1.1% of its workPsychology: 79 fractional works · 3.2% of its workSocial Psychology: 28 fractional works · 1.2% of its workExperimental and Cognitive Psychology: 24 fractional works · 1.0% of its workDevelopmental and Educational Psychology: 11 fractional works · 0.4% of its workApplied Psychology: 10 fractional works · 0.4% of its workClinical Psychology: 6 fractional works · 0.3% of its workBusiness, Management and Accounting: 60 fractional works · 2.5% of its workManagement Information Systems: 17 fractional works · 0.7% of its workOrganizational Behavior and Human Resource Management: 13 fractional works · 0.5% of its workAccounting: 9 fractional works · 0.4% of its workStrategy and Management: 7 fractional works · 0.3% of its workMarketing: 7 fractional works · 0.3% of its workManagement of Technology and Innovation: 6 fractional works · 0.2% of its workSmaller subfields together: 2 fractional works · 0.1% of its workDecision Sciences: 49 fractional works · 2.0% of its workManagement Science and Operations Research: 34 fractional works · 1.4% of its workInformation Systems and Management: 11 fractional works · 0.5% of its workSmaller subfields together: 4 fractional works · 0.2% of its workArts and Humanities: 18 fractional works · 0.7% of its workLanguage and Linguistics: 6 fractional works · 0.3% of its workSmaller subfields together: 11 fractional works · 0.5% of its workEconomics, Econometrics and Finance: 17 fractional works · 0.7% of its workEconomics and Econometrics: 11 fractional works · 0.4% of its workSmaller subfields together: 6 fractional works · 0.3% of its workLife Sciences: 226 fractional works · 9.3% of its workNeuroscience: 84 fractional works · 3.5% of its workCognitive Neuroscience: 54 fractional works · 2.2% of its workNeurology: 26 fractional works · 1.1% of its workSmaller subfields together: 5 fractional works · 0.2% of its workBiochemistry, Genetics and Molecular Biology: 81 fractional works · 3.3% of its workMolecular Biology: 55 fractional works · 2.3% of its workGenetics: 9 fractional works · 0.4% of its workBiophysics: 7 fractional works · 0.3% of its workSmaller subfields together: 10 fractional works · 0.4% of its workAgricultural and Biological Sciences: 50 fractional works · 2.1% of its workPlant Science: 34 fractional works · 1.4% of its workFood Science: 8 fractional works · 0.3% of its workSmaller subfields together: 8 fractional works · 0.3% of its workImmunology and Microbiology: 7 fractional works · 0.3% of its workPharmacology, Toxicology and Pharmaceutics: 3 fractional works · 0.1% of its workALL ITS WORKArtificialIntelligence in…2,426fractional works, 2022-now
Life Sciences9%Physical Sciences60%Health Sciences16%Social Sciences14%

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 26 fields, with their numbers
    1. Computer Science92538.1%
    2. Engineering36815.2%
    3. Environmental Science622.6%
    4. Physics and Astronomy301.2%
    5. Materials Science251.0%
    6. Mathematics190.8%
    7. Earth and Planetary Sciences160.6%
    8. Chemistry130.5%
    9. Energy60.3%
    10. Chemical Engineering20.1%
    1. Medicine32613.4%
    2. Health Professions562.3%
    3. Dentistry70.3%
    4. Nursing10.1%
    5. Veterinary10.1%
    1. Social Sciences1194.9%
    2. Psychology793.2%
    3. Business, Management and Accounting602.5%
    4. Decision Sciences492.0%
    5. Arts and Humanities180.7%
    6. Economics, Econometrics and Finance170.7%
    1. Neuroscience843.5%
    2. Biochemistry, Genetics and Molecular Biology813.3%
    3. Agricultural and Biological Sciences502.1%
    4. Immunology and Microbiology70.3%
    5. Pharmacology, Toxicology and Pharmaceutics30.1%
All of science, and how each field's share has moved since 1950: the Science domain explorer

What does Artificial Intelligence in Medicine (Canada) specialise in?

Where its research is concentrated relative to its size: Health Informatics takes 12.0× the share of its output that it takes of world research.

  1. Health InformaticsSubfield · 35.0 works12×
  2. Artificial IntelligenceSubfield · 402.1 works6.9×
  3. Computer Vision and Pattern RecognitionSubfield · 205.9 works6.7×
  4. Health Information ManagementSubfield · 35.0 works5.6×
  5. Computer ScienceField · 925.1 works4.9×
  6. Human-Computer InteractionSubfield · 23.8 works4.8×
  7. Signal ProcessingSubfield · 33.0 works4.5×
← 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: 0.44× its world share, 50 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 0.63× its world share, 81 worksBiochemistry, Geneti…Immunology and Microbiology: 0.30× its world share, 7 worksImmunology and Micro…Neuroscience: 2.15× its world share, 84 worksNeurosciencePharmacology, Toxicology and Pharmaceutics: 0.38× its world share, 3 worksPharmacology, Toxico…Chemical Engineering: 0.22× its world share, 2 worksChemical EngineeringChemistry: 0.35× its world share, 13 worksChemistryComputer Science: 4.90× its world share, 925 worksComputer ScienceEarth and Planetary Sciences: 0.41× its world share, 16 worksEarth and Planetary …Energy: 0.29× its world share, 6 worksEnergyEngineering: 1.01× its world share, 368 worksEngineeringEnvironmental Science: 0.52× its world share, 62 worksEnvironmental ScienceMaterials Science: 0.29× its world share, 25 worksMaterials ScienceMathematics: 0.67× its world share, 19 worksMathematicsPhysics and Astronomy: 0.55× its world share, 30 worksPhysics and AstronomyDentistry: 0.60× its world share, 7 worksDentistryHealth Professions: 0.87× its world share, 56 worksHealth ProfessionsMedicine: 0.70× its world share, 326 worksMedicineNursing: 0.11× its world share, 1 worksNursingVeterinary: 0.39× its world share, 1 worksVeterinaryArts and Humanities: 0.26× its world share, 18 worksArts and HumanitiesBusiness, Management and Accounting: 0.77× its world share, 60 worksBusiness, Management…Decision Sciences: 2.08× its world share, 49 worksDecision SciencesEconomics, Econometrics and Finance: 0.33× its world share, 17 worksEconomics, Econometr…Psychology: 1.07× its world share, 79 worksPsychologySocial Sciences: 0.39× its world share, 119 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Computer Science, 4.9×. Every wedge is a field page.

All 26 fields, with their numbers
  1. Computer Science4.90×925 works
  2. Neuroscience2.15×84 works
  3. Decision Sciences2.08×49 works
  4. Psychology1.07×79 works
  5. Engineering1.01×368 works
  6. Health Professions0.87×56 works
  7. Business, Management and Accounting0.77×60 works
  8. Medicine0.70×326 works
  9. Mathematics0.67×19 works
  10. Biochemistry, Genetics and Molecular Biology0.63×81 works
  11. Dentistry0.60×7 works
  12. Physics and Astronomy0.55×30 works
  13. Environmental Science0.52×62 works
  14. Agricultural and Biological Sciences0.44×50 works
  15. Earth and Planetary Sciences0.41×16 works
  16. Veterinary0.39×1 works
  17. Social Sciences0.39×119 works
  18. Pharmacology, Toxicology and Pharmaceutics0.38×3 works
  19. Chemistry0.35×13 works
  20. Economics, Econometrics and Finance0.33×17 works
  21. Immunology and Microbiology0.30×7 works
  22. Energy0.29×6 works
  23. Materials Science0.29×25 works
  24. Arts and Humanities0.26×18 works
  25. Chemical Engineering0.22×2 works
  26. Nursing0.11×1 works

Who are the top researchers at Artificial Intelligence in Medicine (Canada)?

Ranked on the quality score, Kseniia Petukhova, Miquel Noguer I Alonso and Kundai Farai Sachikonye lead among researchers whose main affiliation is Artificial Intelligence in Medicine (Canada).

  1. 1 Kseniia Petukhova Canada · #1,980,510 worldwide 43 citations · 25 works
  2. 2 Miquel Noguer I Alonso Canada · #2,079,751 worldwide 84 citations · 127 works
  3. 3 Kundai Farai Sachikonye Canada · #2,362,316 worldwide 1 citations · 46 works
  4. 4 Salem Lahlou Canada · #3,124,692 worldwide 211 citations · 30 works
  5. 5 いずみ 諏訪 Canada · #4,334,651 worldwide 0 citations · 23 works
All ranked researchers at Artificial Intelligence in Medicine (Canada)

What are the most cited papers from Artificial Intelligence in Medicine (Canada)?

The most cited paper from Artificial Intelligence in Medicine (Canada) is "Efficient Graph-Based Image Segmentation" (Pedro F. Felzenszwalb, Daniel P. Huttenlocher, 2004), with 6,257 citations. Next come "Pictorial Structures for Object Recognition" (2,222) and "Evolution of genes and genomes on the Drosophila phylogeny" (2,132).

Most cited papers
#PaperReleasedCitations
1 Efficient Graph-Based Image Segmentation Pedro F. Felzenszwalb, Daniel P. Huttenlocher · International Journal of Computer Vision 31 Mar 2004 6,257
2 Pictorial Structures for Object Recognition Pedro F. Felzenszwalb, Daniel P. Huttenlocher · International Journal of Computer Vision 27 Sep 2004 2,222
3 Evolution of genes and genomes on the Drosophila phylogeny Andrew G. Clark et al. · Nature Open access415 authors Nov 2007 2,132
4 Diagnosing multiple faults Johan de Kleer, Brian C. Williams · Artificial Intelligence Apr 1987 2,053
5 Planning for conjunctive goals David Chapman · Artificial Intelligence Open access Jul 1987 1,114
All 61 most cited papers, with filters and sorting

Which keywords describe research at Artificial Intelligence in Medicine (Canada)?

By fractional works in 2022-now, weighted toward what it does more of than the world: Deep Learning, Machine Learning, Neural Networks, Convolutional Neural Networks, Artificial Intelligence, Big Data, Healthcare and Medical Imaging.

▲ 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 Learning586▲ 7.0×81 topics
  2. Machine Learning496▲ 6.1×93 topics
  3. Neural Networks226▲ 6.0×39 topics
  4. Artificial Intelligence168▲ 4.9×45 topics
  5. Convolutional Neural Networks150▲ 8.5×14 topics
  6. Healthcare142▲ 5.1×24 topics
  7. Big Data138▲ 5.9×29 topics
  8. Medical Imaging110▲ 8.6×9 topics
  9. Data Mining91▲ 5.1×18 topics
  10. Internet of Things90▲ 4.3×23 topics
  11. Security90▲ 5.5×21 topics
  12. Feature Extraction86▲ 7.8×10 topics
  13. Precision Medicine84▲ 7.0×8 topics
  14. Classification69▲ 6.2×12 topics
  15. Image Processing58▲ 5.5×12 topics
  16. IoT57▲ 6.2×19 topics
  17. Transfer Learning56▲ 12×3 topics
  18. Wireless Sensor Networks55▲ 5.1×21 topics
  19. Predictive Modeling52▲ 7.7×7 topics
  20. Computer Vision50▲ 7.5×5 topics
  21. Information Retrieval49▲ 9.3×6 topics
  22. Cybersecurity48▲ 7.9×6 topics
  23. Text Classification46▲ 12×3 topics
  24. Feature Selection46▲ 8.9×6 topics
  25. Big Data Analytics46▲ 8.9×4 topics
  26. IoT Security46▲ 6.1×3 topics
  27. Medical Image Analysis45▲ 10×4 topics
  28. Topic Modeling45▲ 12×3 topics
  29. Cloud Computing44▲ 6.3×11 topics
  30. Support Vector Machines44▲ 5.7×8 topics
  31. Smart Cities42▲ 6.6×8 topics
  32. Anomaly Detection42▲ 6.1×5 topics
  33. Representation Learning41▲ 11×3 topics
  34. Machine Translation40▲ 10.0×2 topics
  35. Surveillance40▲ 5.9×5 topics
  36. Semantic Similarity39▲ 13×1 topic
  37. Word Representation39▲ 13×1 topic
  38. Deep Neural Networks39▲ 13×3 topics
  39. Image Classification38▲ 8.4×3 topics
  40. Unsupervised Learning36▲ 9.7×3 topics

Which research topics does Artificial Intelligence in Medicine (Canada) publish most on?

By volume in 2022-now: Topic Modeling, Artificial Intelligence in Healthcare and Education, Advanced Neural Network Applications and Artificial Intelligence in Healthcare.

Topic Modeling39Topic Modeling: 39 fractional worksArtificial Intelligence …35Artificial Intelligence in Healthcare and Education: 35 fractional worksAdvanced Neural Network Applications: 35 fractional worksArtificial Intelligence in Healthcare: 29 fractional worksAI in cancer detection24AI in cancer detection: 24 fractional worksNatural Language Processing Techniques: 24 fractional worksBrain Tumor Detection and Classification: 24 fractional worksEthics and Social Impact…23Ethics and Social Impacts of AI: 23 fractional worksMachine Learning in Healthcare: 23 fractional worksSmart Agriculture and AI: 23 fractional works
Artificial IntelligenceHealth InformaticsComputer Vision and Pattern RecognitionHealth Information Management3 others

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

  1. 1 Topic Modeling Artificial Intelligence 39 works
  2. 2 Artificial Intelligence in Healthcare and Education Health Informatics 35 works
  3. 3 Advanced Neural Network Applications Computer Vision and Pattern Recognition 35 works
  4. 4 Artificial Intelligence in Healthcare Health Information Management 29 works
  5. 5 AI in cancer detection Artificial Intelligence 24 works
  6. 6 Natural Language Processing Techniques Artificial Intelligence 24 works
  7. 7 Brain Tumor Detection and Classification Neurology 24 works
  8. 8 Ethics and Social Impacts of AI Safety Research 23 works
  9. 9 Machine Learning in Healthcare Artificial Intelligence 23 works
  10. 10 Smart Agriculture and AI Plant Science 23 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 available52.0%not open48.0%

World: 40% of research is openly available.

with international co-authors60.4%domestic only39.6%

World: 18% is written across borders.

How has Artificial Intelligence in Medicine (Canada)'s research output changed?

Output in 2022-2025 was 787% higher 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 Artificial Intelligence in Medicine (Canada) as a percentage of every work published that year, 0.0053% in 2024.

still counting0.010%0.020%Artificial Intelligence in Medicine (Canada)0.018% in 202519801990200020102020

Fractional works of Artificial Intelligence in Medicine (Canada) 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 2025Artificial Intelligence in Medicine (Canada)7.6% in 202520102020

Of each year's output, the share that reached the world's 10% most cited for its field and year. Peak 14.7% in 2009.

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Artificial Intelligence in Medicine (Canada) on Science Explorer

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Its overall standing, then the domains, fields and subfields where Artificial Intelligence in Medicine (Canada) is in the world's top ten or its top 1%. Each has an image of its own.

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