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Company · Dallas · United States

Spectral MD (United States)

spectralmd.comROR OpenAlex
Research works
42
▲ 4% vs 2013–17
Citations
737
17.5 per fractional work
Top-10% rate
13.0%
record average 16.5%
Open access
27%
world 28%

Not ranked overall: Spectral MD (United States) 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: 0.91× its world share, 0 worksAgricultural and Bio…Chemistry: 4.14× its world share, 0 worksChemistryComputer Science: 0.19× its world share, 0 worksComputer ScienceEarth and Planetary Sciences: 0.92× its world share, 0 worksEarth and Planetary …Engineering: 2.43× its world share, 3 worksEngineeringEnvironmental Science: 2.76× its world share, 1 worksEnvironmental ScienceMaterials Science: 0.85× its world share, 0 worksMaterials SciencePhysics and Astronomy: 3.44× its world share, 1 worksPhysics and AstronomyHealth Professions: 0.38× its world share, 0 worksHealth ProfessionsMedicine: 1.27× its world share, 2 worksMedicine1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Chemistry, 4.1×. Every wedge is a field page.

Which keywords describe research at Spectral MD (United States)?

By fractional works in all years, weighted toward what it does more of than the world: Hyperspectral Imaging, Near-Infrared Spectroscopy, Food Authentication, Monte Carlo Simulation, Machine Vision, Cancer Detection, Multivariate Calibration and Variable Selection.

▲ 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. Hyperspectral Imaging5▲ 39×2 topics
  2. Near-Infrared Spectroscopy5▲ 149×2 topics
  3. Food Authentication4▲ 89×2 topics
  4. Monte Carlo Simulation3▲ 24×2 topics
  5. Machine Learning3▲ 3.3×8 topics
  6. Machine Vision3▲ 37×2 topics
  7. Cancer Detection3▲ 98×2 topics
  8. Multivariate Calibration3▲ 114×1 topic
  9. Remote Sensing3▲ 6.2×9 topics
  10. Variable Selection3▲ 72×1 topic
  11. Diabetes3▲ 13×3 topics
  12. Raman Spectroscopy3▲ 28×2 topics
  13. Biomedical Imaging3▲ 109×1 topic
  14. Infrared Spectroscopy3▲ 193×1 topic
  15. Wound Healing3▲ 28×3 topics
  16. Inflammation3▲ 2.6×6 topics
  17. Optical Imaging2▲ 228×1 topic
  18. Tissue Optical Properties2▲ 228×1 topic
  19. Angiogenesis2▲ 12×2 topics
  20. Regeneration2▲ 27×2 topics
  21. Deep Learning2▲ 2.2×9 topics
  22. Fibroblasts2▲ 108×1 topic
  23. Macrophages2▲ 27×1 topic
  24. Infrared Thermography2▲ 90×2 topics
  25. Thermal Imaging2▲ 90×2 topics
  26. Non-Destructive Testing2▲ 31×3 topics
  27. Biomass Estimation1▲ 29×2 topics
  28. Antibiotic Resistance1▲ 7.2×2 topics
  29. Burn Injury1▲ 165×1 topic
  30. Burn Wound Infections1▲ 165×1 topic
  31. Computer-Aided Diagnosis1▲ 59×2 topics
  32. Medical Imaging1▲ 10×2 topics
  33. Climate1▲ 35×2 topics
  34. Comminution1▲ 84×1 topic
  35. Mineral Liberation Analysis1▲ 84×1 topic
  36. Breast Cancer Detection1▲ 58×1 topic
  37. Breath Analysis1▲ 17×2 topics
  38. Lymphangioleiomyomatosis1▲ 211×1 topic
  39. Phenology1▲ 59×1 topic
  40. Vegetation Monitoring1▲ 59×1 topic

Which research topics does Spectral MD (United States) publish most on?

By volume in 2022–2025: Mineral Processing and Grinding, Wound Healing and Treatments, Remote Sensing in Agriculture and Burn Injury Management and Outcomes.

Mineral Processing and G…1Mineral Processing and Grinding: 1 fractional worksWound Healing and Treatments: 1 fractional worksRemote Sensing in Agriculture: 1 fractional worksBurn Injury Management and Outcomes: 0 fractional worksRemote Sensing and LiDAR Applications: 0 fractional worksMagnetic confinement fus…0Magnetic confinement fusion research: 0 fractional worksOptical Polarization and Ellipsometry: 0 fractional worksSpectroscopy and Chemometric Analyses: 0 fractional worksSmart Agriculture and AI: 0 fractional worksFusion materials and technologies: 0 fractional works
Mechanical EngineeringRehabilitationEcologyEpidemiology6 others

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

  1. 1 Mineral Processing and Grinding Mechanical Engineering 1 works
  2. 2 Wound Healing and Treatments Rehabilitation 1 works
  3. 3 Remote Sensing in Agriculture Ecology 1 works
  4. 4 Burn Injury Management and Outcomes Epidemiology 0 works
  5. 5 Remote Sensing and LiDAR Applications Environmental Engineering 0 works
  6. 6 Magnetic confinement fusion research Nuclear and High Energy Physics 0 works
  7. 7 Optical Polarization and Ellipsometry Biomedical Engineering 0 works
  8. 8 Spectroscopy and Chemometric Analyses Analytical Chemistry 0 works
  9. 9 Smart Agriculture and AI Plant Science 0 works
  10. 10 Fusion materials and technologies Materials Chemistry 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 available26.6%not open73.4%

World: 28% of research is openly available.

with international co-authors23.4%domestic only76.6%

World: 19% is written across borders.

How has Spectral MD (United States)'s research output changed?

Output in 2018–2022 was 4% higher than in 2013–2017.

200020102020
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 Dallas

All research institutions in Dallas

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.