- Research works
- 21 ▲ 466% vs 2013–17
- Citations
- 246 11.8 per fractional work
- Top-10% rate
- 18.3% record average 16.5%
- Open access
- 36% world 28%
Not ranked overall: Illumisonics (Canada) 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.
Rings at 0.5×, 1× and 2×. Widest outward: Engineering, 4.2×. Every wedge is a field page.
Which keywords describe research at Illumisonics (Canada)?
By fractional works in all years, weighted toward what it does more of than the world: Biomedical Applications, In Vivo Imaging, Cancer Detection, Photoacoustic Imaging, Tomography, Composite Materials, Non-Destructive Testing and Infrared Thermography.
- Near-Infrared Spectroscopy
- Quality of Life
- High-Resolution Imaging
- Photodynamic Therapy
- Deep Learning
- Infrared Thermography
- Composite Materials
- Photoacoustic Imaging
- In Vivo Imaging
- Biomedical Applications
- Cancer Detection
- Tomography
- Non-Destructive Testing
- Thermal Imaging
- Nanoparticles
- Clinical Applications
- Optical Coherence Tomography
- Machine Learning
- Optical Imaging
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 19 words are chosen for being large and distinctive. Each links to the topic it comes from most.
All 19 words, with their numbers
- Biomedical Applications7▲ 32×3 topics
- In Vivo Imaging7▲ 364×2 topics
- Cancer Detection6▲ 424×2 topics
- Photoacoustic Imaging6▲ 735×1 topic
- Tomography6▲ 100×1 topic
- Composite Materials4▲ 74×2 topics
- Non-Destructive Testing3▲ 142×2 topics
- Infrared Thermography3▲ 365×1 topic
- Thermal Imaging3▲ 365×1 topic
- Deep Learning1▲ 2.9×3 topics
- Nanoparticles1▲ 4.9×2 topics
- Photodynamic Therapy1▲ 41×2 topics
- Clinical Applications1▲ 76×2 topics
- High-Resolution Imaging1▲ 98×1 topic
- Optical Coherence Tomography1▲ 53×1 topic
- Quality of Life1▲ 4.2×2 topics
- Machine Learning1▲ 2.5×2 topics
- Near-Infrared Spectroscopy1▲ 63×1 topic
- Optical Imaging1▲ 207×1 topic
Which research topics does Illumisonics (Canada) publish most on?
By volume in 2022–2025: Photoacoustic and Ultrasonic Imaging, Thermography and Photoacoustic Techniques, AI in cancer detection and Cell Image Analysis Techniques.
Area is fractional works; colour is the subfield each topic belongs to.
- 1 Photoacoustic and Ultrasonic Imaging Biomedical Engineering 2 works
- 2 Thermography and Photoacoustic Techniques Mechanics of Materials 1 works
- 3 AI in cancer detection Artificial Intelligence 1 works
- 4 Cell Image Analysis Techniques Biophysics 0 works
- 5 Optical Coherence Tomography Applications Biomedical Engineering 0 works
- 6 Optical Imaging and Spectroscopy Techniques Radiology, Nuclear Medicine and Imaging 0 works
- 7 Image Processing Techniques and Applications Media Technology 0 works
- 8 Spectroscopy Techniques in Biomedical and Chemical Research Biophysics 0 works
- 9 Digital Holography and Microscopy Atomic and Molecular Physics, and Optics 0 works
- 10 MRI in cancer diagnosis Radiology, Nuclear Medicine and Imaging 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.
World: 28% of research is openly available.
World: 19% is written across borders.
How has Illumisonics (Canada)'s research output changed?
Output in 2018–2022 was 466% higher than in 2013–2017.
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 Edmonton
- University of Alberta
- Alberta Health Services
- MacEwan University
- University of Alberta Hospital
- Alberta Hospital Edmonton
- Alberta Energy
- National Institute for Nanotechnology
- Alberta Environment and Protected Areas
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.