Science Explorer Interactive view Map
Research facility · Rennes · France

Empenn

inria.fr/fr/empennROR OpenAlex
Research works
67
▲ 34% vs 2013–17
Citations
1.4k
20.9 per fractional work
Top-10% rate
11.6%
record average 16.5%
Open access
66%
world 28%

Not ranked overall: Empenn is under the volume floor below which an excellence rate is noise. Not ranked is not the same as ranked last.

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: 0.03× its world share, 0 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 0.29× its world share, 0 worksBiochemistry, Geneti…Neuroscience: 19.58× its world share, 6 worksNeuroscienceComputer Science: 1.28× its world share, 2 worksComputer ScienceEarth and Planetary Sciences: 0.38× its world share, 0 worksEarth and Planetary …Engineering: 0.26× its world share, 1 worksEngineeringEnvironmental Science: 0.21× its world share, 0 worksEnvironmental ScienceMathematics: 0.02× its world share, 0 worksMathematicsPhysics and Astronomy: 0.43× its world share, 0 worksPhysics and AstronomyHealth Professions: 0.74× its world share, 0 worksHealth ProfessionsMedicine: 1.92× its world share, 7 worksMedicineDecision Sciences: 1.85× its world share, 0 worksDecision SciencesPsychology: 2.70× its world share, 2 worksPsychologySocial Sciences: 0.09× its world share, 0 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Neuroscience, 19.6×. Every wedge is a field page.

Who are the top researchers at Empenn?

Ranked on the composite score, Olivier Commowick lead among researchers whose main affiliation is Empenn.

  1. 1 Olivier Commowick France · #807,315 worldwide 56 citations · 32 works
All ranked researchers at Empenn

Which keywords describe research at Empenn?

By fractional works in all years, weighted toward what it does more of than the world: Deep Learning, Magnetic Resonance Imaging, Neurological Disorders, Perfusion Imaging, Neuroimaging, Functional Connectivity, Parallel Imaging and Spectroscopy.

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

Size is fractional works in all years 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 Learning12▲ 8.5×22 topics
  2. Magnetic Resonance Imaging6▲ 26×7 topics
  3. Neurological Disorders6▲ 13×13 topics
  4. Perfusion Imaging6▲ 82×2 topics
  5. Neuroimaging5▲ 28×8 topics
  6. Functional Connectivity5▲ 59×3 topics
  7. Parallel Imaging4▲ 95×1 topic
  8. Spectroscopy4▲ 21×1 topic
  9. Brain Development4▲ 33×5 topics
  10. Brain Connectivity4▲ 76×2 topics
  11. Diffusion MRI4▲ 197×1 topic
  12. White Matter4▲ 197×1 topic
  13. Default Mode Network4▲ 106×1 topic
  14. Resting-State fMRI4▲ 106×1 topic
  15. Machine Learning3▲ 2.4×14 topics
  16. Image Segmentation3▲ 61×2 topics
  17. Medical Image Analysis3▲ 41×4 topics
  18. Brain-Computer Interfaces3▲ 55×1 topic
  19. EEG Analysis3▲ 55×1 topic
  20. Motor Imagery3▲ 45×2 topics
  21. Texture Analysis3▲ 28×2 topics
  22. Active Contours2▲ 92×1 topic
  23. Graph Cuts2▲ 92×1 topic
  24. Neural Networks2▲ 3.0×5 topics
  25. Treatment2▲ 2.3×12 topics
  26. Medical Imaging2▲ 10×7 topics
  27. Feature Extraction2▲ 9.4×6 topics
  28. Functional Recovery2▲ 19×3 topics
  29. Cognitive Impairment2▲ 9.8×8 topics
  30. Neural Plasticity2▲ 12×3 topics
  31. Parkinson's Disease2▲ 9.7×4 topics
  32. Diagnostic Criteria1▲ 9.8×4 topics
  33. Diagnostic Accuracy1▲ 25×3 topics
  34. Muscle Strength1▲ 14×3 topics
  35. Cancer Biomarkers1▲ 20×2 topics
  36. Cognitive Control1▲ 23×2 topics
  37. Multiple Sclerosis1▲ 49×1 topic
  38. Neural Mechanisms1▲ 15×4 topics
  39. Neuromyelitis Optica1▲ 49×1 topic
  40. Semantic Web1▲ 11×3 topics

Which research topics does Empenn publish most on?

By volume in 2022–2025: Functional Brain Connectivity Studies, EEG and Brain-Computer Interfaces, Advanced Neuroimaging Techniques and Applications and Neural Networks and Applications.

Functional Brain Connect…2Functional Brain Connectivity Studies: 2 fractional worksEEG and Brain-Computer I…2EEG and Brain-Computer Interfaces: 2 fractional worksAdvanced Neuroimaging Techniques and Applications: 1 fractional worksNeural Networks and Applications: 1 fractional worksAdvanced MRI Techniques and Applications: 1 fractional worksCognitive Science and Ed…0Cognitive Science and Education Research: 0 fractional worksBrain Tumor Detection and Classification: 0 fractional worksMultiple Sclerosis Research Studies: 0 fractional worksTraumatic Brain Injury Research: 0 fractional worksMental Health Research Topics: 0 fractional works
Cognitive NeuroscienceRadiology, Nuclear Medicine and ImagingArtificial IntelligenceNeurology3 others

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

  1. 1 Functional Brain Connectivity Studies Cognitive Neuroscience 2 works
  2. 2 EEG and Brain-Computer Interfaces Cognitive Neuroscience 2 works
  3. 3 Advanced Neuroimaging Techniques and Applications Radiology, Nuclear Medicine and Imaging 1 works
  4. 4 Neural Networks and Applications Artificial Intelligence 1 works
  5. 5 Advanced MRI Techniques and Applications Radiology, Nuclear Medicine and Imaging 1 works
  6. 6 Cognitive Science and Education Research Cognitive Neuroscience 0 works
  7. 7 Brain Tumor Detection and Classification Neurology 0 works
  8. 8 Multiple Sclerosis Research Studies Pathology and Forensic Medicine 0 works
  9. 9 Traumatic Brain Injury Research Epidemiology 0 works
  10. 10 Mental Health Research Topics Experimental and Cognitive Psychology 0 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 available65.8%not open34.2%

World: 28% of research is openly available.

with international co-authors30.8%domestic only69.2%

World: 19% is written across borders.

How has Empenn's research output changed?

Output in 2018–2022 was 34% higher than in 2013–2017.

2005201020152020
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 Rennes

All research institutions in Rennes

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.