Sup de Co Marrakech
In research, Sup de Co Marrakech stands highest in Medicine (#6,210 of 8,541 worldwide), Health Sciences (#7,441 of 9,902 worldwide) and Physical Sciences (#8,653 of 10,670 worldwide), 2022-now.
- World rank, 2022-now
- #9,485 of 22,385 · #12,164 all time
- Rank in Morocco
- #27 of 57
- Research works
- 940 ▲ 39% vs 2018-21
- Citations
- 5k 5.3 per fractional work
- Top-10% rate
- 4.3% all institutions 10.0%
- vs its own fields
- 0.79× 1.00× is exactly expected
- Open access
- 39% world 40%
- International
- 18% world 18%
What is Sup de Co Marrakech known for in research?
The fields where it stands highest, 2022-now, ranked among every institution above the floor in each field.
| Field | World rank | Where that sits | Top-10% rate | Works | All time |
|---|---|---|---|---|---|
| MedicineField | #6,210 of 8,541 | 1.3% | 115 | #7724 | |
| Health SciencesDomain | #7,441 of 9,902 | 1.6% | 127 | #8939 | |
| Physical SciencesDomain | #8,653 of 10,670 | 5.9% | 80 | #12261 |
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 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.
- Medicine#7,724 #6,210
- Health Sciences#8,939 #7,441
- Physical Sciences#12,261 #8,653
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 Sup de Co Marrakech work in?
In 2022-now, 43% of research at Sup de Co Marrakech is in Health Sciences, 31% in Physical Sciences. Its largest fields are Medicine (39%), Engineering (11%), Computer Science (10%). It does 1.8× the world's share of Health Sciences.
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
- Health Sciences14443.3%
- Medicine13139.5%
- Health Professions102.9%
- Dentistry20.6%
- Nursing10.2%
- Physical Sciences10331.0%
- Engineering3711.2%
- Computer Science3410.2%
- Environmental Science133.8%
- Materials Science61.8%
- Earth and Planetary Sciences41.1%
- Physics and Astronomy31.0%
- Mathematics20.7%
- Chemistry20.7%
- Energy10.4%
- Chemical Engineering10.2%
- Social Sciences5315.8%
- Life Sciences339.9%
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.
Rings at 0.5×, 1× and 2×. Widest outward: Medicine, 2.0×. Every wedge is a field page.
All 25 fields, with their numbers
- Medicine2.05×131 works
- Computer Science1.31×34 works
- Dentistry1.31×2 works
- Health Professions1.11×10 works
- Immunology and Microbiology1.10×4 works
- Economics, Econometrics and Finance0.99×7 works
- Biochemistry, Genetics and Molecular Biology0.83×15 works
- Business, Management and Accounting0.83×9 works
- Environmental Science0.76×12 works
- Engineering0.75×37 works
- Psychology0.75×8 works
- Earth and Planetary Sciences0.73×4 works
- Agricultural and Biological Sciences0.67×10 works
- Pharmacology, Toxicology and Pharmaceutics0.62×1 works
- Mathematics0.61×2 works
- Neuroscience0.58×3 works
- Social Sciences0.55×23 works
- Decision Sciences0.53×2 works
- Materials Science0.52×6 works
- Nursing0.45×1 works
- Chemical Engineering0.44×0 works
- Energy0.43×1 works
- Physics and Astronomy0.43×3 works
- Chemistry0.42×2 works
- Arts and Humanities0.42×4 works
- Medicine 2.0×
- Computer Science 1.3×
- Dentistry 1.3×
- Health Professions 1.1×
- Immunology and Microbiology 1.1×
- Economics, Econometrics and Finance 1.0×
- Biochemistry, Genetics and Molecular Biology 0.8×
- Business, Management and Accounting 0.8×
- Environmental Science 0.8×
- Engineering 0.8×
- Psychology 0.8×
- Earth and Planetary Sciences 0.7×
- Agricultural and Biological Sciences 0.7×
- Pharmacology, Toxicology and Pharmaceutics 0.6×
- Mathematics 0.6×
- Neuroscience 0.6×
- Social Sciences 0.6×
- Decision Sciences 0.5×
- Materials Science 0.5×
- Nursing 0.5×
- Chemical Engineering 0.4×
- Energy 0.4×
- Physics and Astronomy 0.4×
- Chemistry 0.4×
- Arts and Humanities 0.4×
Who are the top researchers at Sup de Co Marrakech?
Ranked on the quality score, Oumaymah Elamri, Mohammed el Faïz and Naoual Mouhni lead among researchers whose main affiliation is Sup de Co Marrakech.
- 1
Oumaymah Elamri
Morocco · #1,835,667 worldwide 231 citations · 23 works
- 2
Mohammed el Faïz
Morocco · #4,213,189 worldwide 57 citations · 41 works
- 3
Naoual Mouhni
Morocco · #4,552,958 worldwide 281 citations · 24 works
- 4
Didier Martz
Morocco · #4,554,700 worldwide 9 citations · 16 works
- 5
Driss Essabbar
Morocco · #5,049,420 worldwide 27 citations · 20 works
- 6
R. Benhaddou
Morocco · #5,091,405 worldwide 24 citations · 15 works
- 7
Sara Askaoui
Morocco · #5,138,446 worldwide 27 citations · 29 works
- 8
Farnadi Badr
Morocco · #5,222,368 worldwide 0 citations · 18 works
- 9
Ghizlane Hamzaoui
Morocco · #5,225,071 worldwide 8 citations · 19 works
- 10
B. Ouaggag
Morocco · #5,272,700 worldwide 23 citations · 19 works
Which keywords describe research at Sup de Co Marrakech?
By fractional works in 2022-now, weighted toward what it does more of than the world: Machine Learning, Epidemiology, Deep Learning, Autoantibodies, Surgical Management, Medical Image Analysis, Feature Selection and Treatment.
- Growth Hormone
- Normalization
- Natural Fibers
- Disease-Modifying Antirheumatic Drugs
- Antenna
- Biological Therapy
- Cognitive Impairment
- Cytokines
- Rheumatoid Arthritis
- Computer-Aided Detection
- Clinical Practice Guidelines
- Medical Image Analysis
- Internet of Things
- Risk Factors
- Diagnosis
- Convolutional Neural Networks
- Surgical Management
- Treatment
- Inflammation
- Epidemiology
- Machine Learning
- Deep Learning
- Artificial Intelligence
- Healthcare
- Big Data
- Quality of Life
- Autoantibodies
- Medical Imaging
- Prognostic Factors
- Feature Selection
- Pathogenesis
- Histopathology Images
- Cardiovascular Risk
- Bioinformatics
- Diagnostic Criteria
- Wireless Communications
- Microstrip
- Joint Inflammation
- Endoscopic Surgery
- Soft Tissue Sarcoma
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
- Machine Learning25▲ 2.3×40 topics
- Epidemiology23▲ 1.77×75 topics
- Deep Learning19▲ 1.62×41 topics
- Inflammation10▲ 1.45×29 topics
- Artificial Intelligence9▲ 1.81×18 topics
- Treatment8▲ 2.1×25 topics
- Healthcare8▲ 2.0×11 topics
- Surgical Management7▲ 5.0×16 topics
- Big Data7▲ 2.1×13 topics
- Convolutional Neural Networks7▲ 2.8×7 topics
- Quality of Life7▲ 1.39×24 topics
- Diagnosis6▲ 1.97×23 topics
- Autoantibodies6▲ 7.8×6 topics
- Risk Factors6▲ 1.61×23 topics
- Medical Imaging6▲ 3.3×7 topics
- Internet of Things5▲ 1.89×15 topics
- Prognostic Factors5▲ 3.6×13 topics
- Medical Image Analysis5▲ 8.5×3 topics
- Feature Selection5▲ 7.0×4 topics
- Clinical Practice Guidelines5▲ 2.7×10 topics
- Pathogenesis4▲ 2.6×15 topics
- Computer-Aided Detection4▲ 14×1 topic
- Histopathology Images4▲ 14×1 topic
- Rheumatoid Arthritis4▲ 12×2 topics
- Cardiovascular Risk4▲ 3.6×4 topics
- Cytokines4▲ 3.8×4 topics
- Bioinformatics4▲ 9.0×3 topics
- Cognitive Impairment4▲ 4.2×8 topics
- Diagnostic Criteria4▲ 4.6×8 topics
- Biological Therapy3▲ 17×2 topics
- Wireless Communications3▲ 5.7×2 topics
- Antenna3▲ 12×1 topic
- Microstrip3▲ 12×1 topic
- Disease-Modifying Antirheumatic Drugs3▲ 18×1 topic
- Joint Inflammation3▲ 18×1 topic
- Natural Fibers3▲ 12×2 topics
- Endoscopic Surgery2▲ 7.6×3 topics
- Normalization2▲ 15×2 topics
- Soft Tissue Sarcoma2▲ 14×2 topics
- Growth Hormone2▲ 14×2 topics
Which research topics does Sup de Co Marrakech publish most on?
By volume in 2022-now: AI in cancer detection, Antenna Design and Analysis, Rheumatoid Arthritis Research and Therapies and Artificial Intelligence in Healthcare and Education.
Area is fractional works; colour is the subfield each topic belongs to.
- 1 AI in cancer detection Artificial Intelligence 4 works
- 2 Antenna Design and Analysis Aerospace Engineering 3 works
- 3 Rheumatoid Arthritis Research and Therapies Rheumatology 3 works
- 4 Artificial Intelligence in Healthcare and Education Health Informatics 2 works
- 5 Orthopedic Surgery and Rehabilitation Surgery 2 works
- 6 Artificial Intelligence in Healthcare Health Information Management 2 works
- 7 Pituitary Gland Disorders and Treatments Endocrinology, Diabetes and Metabolism 2 works
- 8 Gene expression and cancer classification Molecular Biology 2 works
- 9 Online Learning and Analytics Computer Science Applications 2 works
- 10 Water-Energy-Food Nexus Studies Water Science and Technology 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.
World: 40% of research is openly available.
World: 18% is written across borders.
How has Sup de Co Marrakech's research output changed?
Output in 2022-2025 was 39% higher than in 2018-2021.
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 Sup de Co Marrakech as a percentage of every work published that year, 0.0016% in 2024.
Fractional works of Sup de Co Marrakech 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.
Of each year's output, the share that reached the world's 10% most cited for its field and year. Peak 12.3% in 2015.
Other research institutions in Marrakesh
- Cadi Ayyad University
- Centre Hospitalier Universitaire Mohammed VI
- Université Mohammed VI Polytechnique
- Hôpital Militaire Avicenne
- École Normale Supérieure - Marrakech
- École Royale de l'Air de Marrakech
- Ressources Ingénierie (Morocco)
- École des Hautes Études Économiques et Commerciales
Research measures only: rankings here say nothing about teaching, admissions or student experience. Comparable institutions and collaboration partners have tabs of their own, above.
Discussion
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