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University · Marrakesh · Morocco

Sup de Co Marrakech

In research, Sup de Co Marrakech stands highest in Health Sciences (#9,364 of 11,982 worldwide), Medicine (#8,476 of 10,443 worldwide) and Physical Sciences (#11,005 of 12,888 worldwide), 2022–2025.

supdeco.maROR OpenAlex
World rank, 2022–2025
#15,245
of 28,054 · #23,462 all time
Rank in Morocco
#37
of 59
Research works
940
▲ 61% vs 2013–17
Citations
5k
5.3 per fractional work
Top-10% rate
8.0%
record average 16.5%
Open access
39%
world 28%

What is Sup de Co Marrakech 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
Health SciencesDomain #9,364 of 11,982 1.9%127 #14879
MedicineField #8,476 of 10,443 1.5%115 #13029
Physical SciencesDomain #11,005 of 12,888 16.8%80 #16576

Each strip is that field’s whole ranked pool, with the notch where Sup de Co Marrakech 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. Health Sciences#14,879 #9,364
  2. Medicine#13,029 #8,476
  3. Physical Sciences#16,576 #11,005
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.

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: 0.68× its world share, 9 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 0.85× its world share, 13 worksBiochemistry, Geneti…Immunology and Microbiology: 1.17× its world share, 3 worksImmunology and Micro…Neuroscience: 0.61× its world share, 3 worksNeurosciencePharmacology, Toxicology and Pharmaceutics: 0.56× its world share, 1 worksPharmacology, Toxico…Chemical Engineering: 0.52× its world share, 0 worksChemical EngineeringChemistry: 0.43× its world share, 2 worksChemistryComputer Science: 1.06× its world share, 23 worksComputer ScienceEarth and Planetary Sciences: 0.61× its world share, 3 worksEarth and Planetary …Energy: 0.43× its world share, 1 worksEnergyEngineering: 0.69× its world share, 29 worksEngineeringEnvironmental Science: 0.78× its world share, 11 worksEnvironmental ScienceMaterials Science: 0.55× its world share, 5 worksMaterials ScienceMathematics: 0.72× its world share, 2 worksMathematicsPhysics and Astronomy: 0.47× its world share, 3 worksPhysics and AstronomyDentistry: 1.31× its world share, 2 worksDentistryHealth Professions: 1.28× its world share, 10 worksHealth ProfessionsMedicine: 2.14× its world share, 116 worksMedicineNursing: 0.29× its world share, 0 worksNursingArts and Humanities: 0.50× its world share, 4 worksArts and HumanitiesBusiness, Management and Accounting: 0.83× its world share, 8 worksBusiness, Management…Decision Sciences: 0.38× its world share, 1 worksDecision SciencesEconomics, Econometrics and Finance: 0.96× its world share, 6 worksEconomics, Econometr…Psychology: 0.68× its world share, 6 worksPsychologySocial Sciences: 0.59× its world share, 21 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Medicine, 2.1×. Every wedge is a field page.

Who are the top researchers at Sup de Co Marrakech?

Ranked on the composite score, A. Moutaouakil, M. Laghmari and H. Ghannane lead among researchers whose main affiliation is Sup de Co Marrakech.

  1. 1 A. Moutaouakil Morocco · #1,369,823 worldwide 3 citations · 21 works
  2. 2 M. Laghmari Morocco · #1,436,084 worldwide 2 citations · 28 works
  3. 3 H. Ghannane Morocco · #1,548,058 worldwide 3 citations · 18 works
  4. 4 K. Aniba Morocco · #1,587,263 worldwide 0 citations · 21 works
All ranked researchers at Sup de Co Marrakech

Which keywords describe research at Sup de Co Marrakech?

By fractional works in 2022–2025, weighted toward what it does more of than the world: Epidemiology, Machine Learning, Surgical Management, Autoantibodies, Deep Learning, Feature Selection, Inflammation and Treatment.

▲ 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. Epidemiology22▲ 1.95×69 topics
  2. Machine Learning19▲ 2.0×30 topics
  3. Deep Learning13▲ 1.35×28 topics
  4. Inflammation9▲ 1.57×26 topics
  5. Treatment7▲ 2.1×24 topics
  6. Surgical Management7▲ 5.9×16 topics
  7. Healthcare7▲ 2.1×10 topics
  8. Artificial Intelligence6▲ 1.49×10 topics
  9. Autoantibodies6▲ 8.5×6 topics
  10. Quality of Life6▲ 1.36×19 topics
  11. Diagnosis5▲ 2.1×23 topics
  12. Big Data5▲ 1.99×10 topics
  13. Medical Imaging5▲ 3.4×7 topics
  14. Feature Selection5▲ 7.7×4 topics
  15. Clinical Practice Guidelines4▲ 2.9×10 topics
  16. Convolutional Neural Networks4▲ 2.1×4 topics
  17. Pathogenesis4▲ 3.1×15 topics
  18. Prognostic Factors4▲ 3.5×13 topics
  19. Medical Image Analysis4▲ 7.2×3 topics
  20. Cardiovascular Risk4▲ 4.2×4 topics
  21. Rheumatoid Arthritis4▲ 13×2 topics
  22. Cytokines3▲ 4.3×4 topics
  23. Cognitive Impairment3▲ 4.7×8 topics
  24. Diagnostic Criteria3▲ 5.3×8 topics
  25. Bioinformatics3▲ 9.8×3 topics
  26. Biological Therapy3▲ 20×2 topics
  27. Antenna3▲ 12×1 topic
  28. Computer-Aided Detection3▲ 12×1 topic
  29. Disease-Modifying Antirheumatic Drugs3▲ 20×1 topic
  30. Histopathology Images3▲ 12×1 topic
  31. Joint Inflammation3▲ 20×1 topic
  32. Microstrip3▲ 12×1 topic
  33. Antiretroviral Therapy3▲ 5.9×5 topics
  34. Clinical Management3▲ 5.3×5 topics
  35. Normalization2▲ 17×2 topics
  36. Endoscopic Surgery2▲ 8.6×3 topics
  37. Growth Hormone2▲ 17×2 topics
  38. Clustering2▲ 8.4×2 topics
  39. Curriculum2▲ 8.1×3 topics
  40. Distal Radius Fractures2▲ 14×1 topic

Which research topics does Sup de Co Marrakech publish most on?

By volume in 2022–2025: Rheumatoid Arthritis Research and Therapies, Antenna Design and Analysis, AI in cancer detection and Artificial Intelligence in Healthcare and Education.

Rheumatoid Arthritis Res…3Rheumatoid Arthritis Research and Therapies: 3 fractional worksAntenna Design and Analy…3Antenna Design and Analysis: 3 fractional worksAI in cancer detection: 3 fractional worksArtificial Intelligence in Healthcare and Education: 2 fractional worksOrthopedic Surgery and Rehabilitation: 2 fractional worksArtificial Intelligence in Healthcare: 2 fractional worksGene expression and cancer classification: 2 fractional worksPituitary Gland Disorder…2Pituitary Gland Disorders and Treatments: 2 fractional worksWater-Energy-Food Nexus Studies: 2 fractional worksShoulder Injury and Treatment: 2 fractional works
RheumatologyAerospace EngineeringArtificial IntelligenceHealth Informatics5 others

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

  1. 1 Rheumatoid Arthritis Research and Therapies Rheumatology 3 works
  2. 2 Antenna Design and Analysis Aerospace Engineering 3 works
  3. 3 AI in cancer detection Artificial Intelligence 3 works
  4. 4 Artificial Intelligence in Healthcare and Education Health Informatics 2 works
  5. 5 Orthopedic Surgery and Rehabilitation Surgery 2 works
  6. 6 Artificial Intelligence in Healthcare Health Information Management 2 works
  7. 7 Gene expression and cancer classification Molecular Biology 2 works
  8. 8 Pituitary Gland Disorders and Treatments Endocrinology, Diabetes and Metabolism 2 works
  9. 9 Water-Energy-Food Nexus Studies Water Science and Technology 2 works
  10. 10 Shoulder Injury and Treatment Surgery 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 available39.4%not open60.6%

World: 28% of research is openly available.

with international co-authors18.0%domestic only82.0%

World: 19% is written across borders.

How has Sup de Co Marrakech's research output changed?

Output in 2018–2022 was 61% 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 Marrakesh

All research institutions in Marrakesh

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.