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Artificial Intelligence in Medicine (Canada)

In research, Artificial Intelligence in Medicine (Canada) stands highest in Computer Science (#636 of 4,667 worldwide), Health Sciences (#2,180 of 11,982 worldwide) and Medicine (#2,094 of 10,443 worldwide), 2022–2025. Relative to its size it is most specialised in Health Informatics, Artificial Intelligence and Health Information Management — Health Informatics is 12.1× its share of world research.

aim.caROR OpenAlex
World rank, 2022–2025
#3,352
of 28,054 · #6,673 all time
Rank in Canada
#65
of 403
Research works
3.1k
▲ 238% vs 2013–17
Citations
40k
13.1 per fractional work
Top-10% rate
16.2%
record average 16.5%
Open access
52%
world 28%

What is Artificial Intelligence in Medicine (Canada) known for in research?

The fields where it stands highest, 2022–2025, ranked among every institution above the floor in each field.

FieldWorld rankWhere that sitsTop-10% rateWorksAll time
Computer ScienceField #636 of 4,667 15.3%589 #1278
Health SciencesDomain #2,180 of 11,982 19.4%265 #5687
MedicineField #2,094 of 10,443 20.2%219 #5366
Artificial IntelligenceSubfield #436 of 1,884 18.6%254 #734
Physical SciencesDomain #3,522 of 12,888 14.6%956 #6081
EngineeringField #2,193 of 6,636 14.1%260 #4966
Social SciencesDomain #3,770 of 10,521 18.3%225 #6579
Life SciencesDomain #3,390 of 7,800 17.0%152 #6315
Computer Vision and Pattern RecognitionSubfield #513 of 941 11.6%128 #830
Social SciencesField #4,139 of 6,365 21.6%77 #6262

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 world mark, because the world rate differs by field (from about 6% to 21% in this record).

Which of those standings moved

The same fields on both windows: where it stood over the whole record, and where it stands in 2022–2025. The distance is the story, and it is the one thing the two rank columns above cannot show.

  1. Computer Science#1,278 #636
  2. Health Sciences#5,687 #2,180
  3. Medicine#5,366 #2,094
  4. Artificial Intelligence#734 #436
  5. Physical Sciences#6,081 #3,522
  6. Engineering#4,966 #2,193
  7. Social Sciences#6,579 #3,770
  8. Life Sciences#6,315 #3,390
  9. Computer Vision and Pattern Recognition#830 #513
  10. Social Sciences#6,262 #4,139
all time2022–2025, better2022–2025, worse

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

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

Where its research is concentrated relative to its size: Health Informatics takes 12.1× the share of its output that it takes of world research.

  1. Health InformaticsSubfield · 23.3 works12×
  2. Artificial IntelligenceSubfield · 254.1 works6.6×
  3. Health Information ManagementSubfield · 26.9 works6.6×
  4. Computer Vision and Pattern RecognitionSubfield · 128.0 works6.4×
  5. Computer ScienceField · 589.0 works4.7×
  6. Signal ProcessingSubfield · 21.3 works4.4×
← 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, 33 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 0.64× its world share, 55 worksBiochemistry, Geneti…Immunology and Microbiology: 0.34× its world share, 5 worksImmunology and Micro…Neuroscience: 2.17× its world share, 56 worksNeurosciencePharmacology, Toxicology and Pharmaceutics: 0.33× its world share, 2 worksPharmacology, Toxico…Chemical Engineering: 0.16× its world share, 1 worksChemical EngineeringChemistry: 0.27× its world share, 7 worksChemistryComputer Science: 4.74× its world share, 589 worksComputer ScienceEarth and Planetary Sciences: 0.47× its world share, 12 worksEarth and Planetary …Energy: 0.31× its world share, 4 worksEnergyEngineering: 1.09× its world share, 260 worksEngineeringEnvironmental Science: 0.50× its world share, 40 worksEnvironmental ScienceMaterials Science: 0.25× its world share, 14 worksMaterials ScienceMathematics: 0.63× its world share, 12 worksMathematicsPhysics and Astronomy: 0.50× its world share, 18 worksPhysics and AstronomyDentistry: 0.55× its world share, 4 worksDentistryHealth Professions: 0.94× its world share, 40 worksHealth ProfessionsMedicine: 0.71× its world share, 219 worksMedicineNursing: 0.05× its world share, 0 worksNursingVeterinary: 0.51× its world share, 1 worksVeterinaryArts and Humanities: 0.30× its world share, 14 worksArts and HumanitiesBusiness, Management and Accounting: 0.78× its world share, 40 worksBusiness, Management…Decision Sciences: 2.03× its world share, 31 worksDecision SciencesEconomics, Econometrics and Finance: 0.39× its world share, 13 worksEconomics, Econometr…Psychology: 1.02× its world share, 50 worksPsychologySocial Sciences: 0.38× its world share, 77 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Computer Science, 4.7×. Every wedge is a field page.

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

Ranked on the composite score, Santosh Kumar Henge lead among researchers whose main affiliation is Artificial Intelligence in Medicine (Canada).

  1. 1 Santosh Kumar Henge Canada · #1,589,754 worldwide 5 citations · 18 works
All ranked researchers at Artificial Intelligence in Medicine (Canada)

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

By fractional works in 2022–2025, weighted toward what it does more of than the world: Deep Learning, Machine Learning, Neural Networks, Convolutional Neural Networks, Artificial Intelligence, Healthcare, Big Data 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 2022–2025 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 Learning381▲ 7.0×81 topics
  2. Machine Learning331▲ 6.3×92 topics
  3. Neural Networks143▲ 5.8×39 topics
  4. Artificial Intelligence110▲ 5.0×44 topics
  5. Healthcare99▲ 5.5×23 topics
  6. Convolutional Neural Networks98▲ 8.4×14 topics
  7. Big Data91▲ 6.3×27 topics
  8. Medical Imaging76▲ 9.3×8 topics
  9. Internet of Things62▲ 4.5×22 topics
  10. Data Mining60▲ 5.1×18 topics
  11. Feature Extraction58▲ 7.9×10 topics
  12. Security58▲ 5.5×21 topics
  13. Precision Medicine58▲ 7.7×8 topics
  14. Classification46▲ 6.3×12 topics
  15. Image Processing38▲ 5.5×12 topics
  16. IoT38▲ 6.3×17 topics
  17. Wireless Sensor Networks37▲ 5.1×19 topics
  18. Transfer Learning36▲ 12×3 topics
  19. Feature Selection35▲ 9.8×6 topics
  20. Predictive Modeling34▲ 8.0×7 topics
  21. Big Data Analytics33▲ 9.7×4 topics
  22. Computer Vision32▲ 7.4×5 topics
  23. IoT Security32▲ 6.2×3 topics
  24. Medical Image Analysis30▲ 10×4 topics
  25. Information Retrieval29▲ 8.4×6 topics
  26. Cybersecurity29▲ 7.5×5 topics
  27. Cloud Computing28▲ 6.3×10 topics
  28. Surveillance28▲ 6.5×5 topics
  29. Text Classification28▲ 11×3 topics
  30. Anomaly Detection27▲ 5.7×5 topics
  31. Smart Cities26▲ 6.4×8 topics
  32. Topic Modeling26▲ 11×3 topics
  33. Texture Analysis26▲ 7.1×3 topics
  34. Machine Translation24▲ 9.1×2 topics
  35. Image Classification24▲ 8.6×3 topics
  36. Clinical Decision Support24▲ 11×2 topics
  37. Ethical Challenges24▲ 7.6×3 topics
  38. Radiology23▲ 12×1 topic
  39. Image Segmentation23▲ 12×3 topics
  40. Semantic Similarity23▲ 12×1 topic

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

By volume in 2022–2025: Artificial Intelligence in Healthcare and Education, Topic Modeling, Artificial Intelligence in Healthcare and Advanced Neural Network Applications.

Artificial Intelligence …23Artificial Intelligence in Healthcare and Education: 23 fractional worksTopic Modeling23Topic Modeling: 23 fractional worksArtificial Intelligence in Healthcare: 23 fractional worksAdvanced Neural Network …21Advanced Neural Network Applications: 21 fractional worksNatural Language Process…19Natural Language Processing Techniques: 19 fractional worksRadiomics and Machine Learning in Medical Imaging: 17 fractional worksBrain Tumor Detection and Classification: 17 fractional worksAI in cancer detection17AI in cancer detection: 17 fractional worksEthics and Social Impacts of AI: 15 fractional worksSmart Agriculture and AI: 14 fractional works
Health InformaticsArtificial IntelligenceHealth Information ManagementComputer Vision and Pattern Recognition4 others

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

  1. 1 Artificial Intelligence in Healthcare and Education Health Informatics 23 works
  2. 2 Topic Modeling Artificial Intelligence 23 works
  3. 3 Artificial Intelligence in Healthcare Health Information Management 23 works
  4. 4 Advanced Neural Network Applications Computer Vision and Pattern Recognition 21 works
  5. 5 Natural Language Processing Techniques Artificial Intelligence 19 works
  6. 6 Radiomics and Machine Learning in Medical Imaging Radiology, Nuclear Medicine and Imaging 17 works
  7. 7 Brain Tumor Detection and Classification Neurology 17 works
  8. 8 AI in cancer detection Artificial Intelligence 17 works
  9. 9 Ethics and Social Impacts of AI Safety Research 15 works
  10. 10 Smart Agriculture and AI Plant Science 14 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: 28% of research is openly available.

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

World: 19% is written across borders.

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

Output in 2018–2022 was 238% higher than in 2013–2017.

1990200020102020
grewheldshrank

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

Other research institutions in Toronto

All research institutions in Toronto

Research measures only: rankings here say nothing about teaching, admissions or student experience. Comparable institutions and collaboration partners are in the interactive view on the map.