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Company · Linköping · Sweden

Sectra (Sweden)

sectra.comROR OpenAlex
Research works
61
▲ 41% vs 2018-21
Citations
1.8k
28.5 per fractional work
Top-10% rate
13.8%
all institutions 10.0%
Open access
60%
world 40%
International
30%
world 18%
Sectra (Sweden)

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

Which fields of science does Sectra (Sweden) work in?

In all years, 48% of research at Sectra (Sweden) is in Physical Sciences, 41% in Health Sciences. Its largest fields are Medicine (40%), Computer Science (30%), Engineering (14%). It does 1.6× the world's share of Health Sciences.

Physical Sciences: 30 fractional works · 48.2% of its workComputer Science: 19 fractional works · 30.2% of its workComputer Vision and Pattern Recognition: 7 fractional works · 11.7% of its workArtificial Intelligence: 6 fractional works · 9.6% of its workComputer Networks and Communications: 2 fractional works · 2.8% of its workComputer Graphics and Computer-Aided Design: 2 fractional works · 2.5% of its workInformation Systems: 1 fractional works · 1.4% of its workSignal Processing: 0 fractional works · 0.6% of its workComputational Theory and Mathematics: 0 fractional works · 0.5% of its workHardware and Architecture: 0 fractional works · 0.4% of its workComputer Science Applications: 0 fractional works · 0.3% of its workSoftware: 0 fractional works · 0.3% of its workEngineering: 9 fractional works · 13.9% of its workBiomedical Engineering: 6 fractional works · 10.5% of its workComputational Mechanics: 1 fractional works · 1.0% of its workControl and Systems Engineering: 0 fractional works · 0.8% of its workAerospace Engineering: 0 fractional works · 0.7% of its workOcean Engineering: 0 fractional works · 0.4% of its workCivil and Structural Engineering: 0 fractional works · 0.3% of its workMedia Technology: 0 fractional works · 0.3% of its workPhysics and Astronomy: 1 fractional works · 2.1% of its workRadiation: 1 fractional works · 1.9% of its workSmaller subfields together: 0 fractional works · 0.2% of its workMaterials Science: 1 fractional works · 1.2% of its workBiomaterials: 0 fractional works · 0.8% of its workMaterials Chemistry: 0 fractional works · 0.4% of its workEnvironmental Science: 0 fractional works · 0.7% of its workWater Science and Technology: 0 fractional works · 0.4% of its workEnvironmental Engineering: 0 fractional works · 0.3% of its workEnergy: 0 fractional works · 0.1% of its workHealth Sciences: 25 fractional works · 41.3% of its workMedicine: 25 fractional works · 39.9% of its workRadiology, Nuclear Medicine and Imaging: 7 fractional works · 11.5% of its workPulmonary and Respiratory Medicine: 6 fractional works · 9.5% of its workSurgery: 5 fractional works · 8.6% of its workRheumatology: 1 fractional works · 2.4% of its workPathology and Forensic Medicine: 1 fractional works · 1.5% of its workOrthopedics and Sports Medicine: 1 fractional works · 1.4% of its workHealth Informatics: 1 fractional works · 1.0% of its workEpidemiology: 1 fractional works · 0.9% of its workCardiology and Cardiovascular Medicine: 1 fractional works · 0.8% of its workNephrology: 0 fractional works · 0.7% of its workOncology: 0 fractional works · 0.5% of its workPublic Health, Environmental and Occupational Health: 0 fractional works · 0.4% of its workNeurology: 0 fractional works · 0.3% of its workRehabilitation: 0 fractional works · 0.3% of its workDentistry: 1 fractional works · 0.9% of its workOral Surgery: 1 fractional works · 0.9% of its workHealth Professions: 0 fractional works · 0.5% of its workHealth Information Management: 0 fractional works · 0.4% of its workSmaller subfields together: 0 fractional works · 0.1% of its workLife Sciences: 4 fractional works · 6.0% of its workBiochemistry, Genetics and Molecular Biology: 4 fractional works · 5.7% of its workMolecular Biology: 1 fractional works · 2.3% of its workBiophysics: 1 fractional works · 1.8% of its workGenetics: 1 fractional works · 1.1% of its workCancer Research: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.1% of its workImmunology and Microbiology: 0 fractional works · 0.2% of its workImmunology: 0 fractional works · 0.2% of its workAgricultural and Biological Sciences: 0 fractional works · 0.1% of its workSocial Sciences: 3 fractional works · 4.4% of its workSocial Sciences: 2 fractional works · 3.0% of its workTransportation: 1 fractional works · 1.5% of its workDemography: 0 fractional works · 0.4% of its workUrban Studies: 0 fractional works · 0.4% of its workGeography, Planning and Development: 0 fractional works · 0.3% of its workPolitical Science and International Relations: 0 fractional works · 0.3% of its workSociology and Political Science: 0 fractional works · 0.3% of its workDecision Sciences: 0 fractional works · 0.4% of its workManagement Science and Operations Research: 0 fractional works · 0.4% of its workBusiness, Management and Accounting: 0 fractional works · 0.4% of its workManagement Information Systems: 0 fractional works · 0.4% of its workArts and Humanities: 0 fractional works · 0.3% of its workArcheology: 0 fractional works · 0.3% of its workPsychology: 0 fractional works · 0.3% of its workClinical Psychology: 0 fractional works · 0.3% of its workALL ITS WORKSectra (Sweden)62fractional works, all years
Life Sciences6%Physical Sciences48%Health Sciences41%Social Sciences4%

Each ring splits the one inside it: the four domains of science, their fields, their subfields. Size is fractional works in all years. 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 17 fields, with their numbers
    1. Computer Science1930.2%
    2. Engineering913.9%
    3. Physics and Astronomy12.1%
    4. Materials Science11.2%
    5. Environmental Science00.7%
    6. Energy00.1%
    1. Medicine2539.9%
    2. Dentistry10.9%
    3. Health Professions00.5%
    1. Biochemistry, Genetics and Molecular Biology45.7%
    2. Immunology and Microbiology00.2%
    3. Agricultural and Biological Sciences00.1%
    1. Social Sciences23.0%
    2. Decision Sciences00.4%
    3. Business, Management and Accounting00.4%
    4. Arts and Humanities00.3%
    5. Psychology00.3%
All of science, and how each field's share has moved since 1950: the Science domain explorer

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.

Biochemistry, Genetics and Molecular Biology: 2.75× its world share, 2 worksBiochemistry, Geneti…Immunology and Microbiology: 0.95× its world share, 0 worksImmunology and Micro…Computer Science: 5.68× its world share, 6 worksComputer ScienceEngineering: 0.54× its world share, 1 worksEngineeringHealth Professions: 0.36× its world share, 0 worksHealth ProfessionsMedicine: 1.38× its world share, 4 worksMedicinePsychology: 0.38× its world share, 0 worksPsychologySocial Sciences: 0.27× its world share, 0 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Computer Science, 5.7×. Every wedge is a field page.

All 8 fields, with their numbers
  1. Computer Science5.68×6 works
  2. Biochemistry, Genetics and Molecular Biology2.75×2 works
  3. Medicine1.38×4 works
  4. Immunology and Microbiology0.95×0 works
  5. Engineering0.54×1 works
  6. Psychology0.38×0 works
  7. Health Professions0.36×0 works
  8. Social Sciences0.27×0 works

Who are the top researchers at Sectra (Sweden)?

Ranked on the quality score, Daniel Forsberg and Magnus Hemmendorff lead among researchers whose main affiliation is Sectra (Sweden).

  1. 1 Daniel Forsberg Sweden · #1,986,914 worldwide 1.6k citations · 67 works
  2. 2 Magnus Hemmendorff Sweden · #3,288,386 worldwide 240 citations · 17 works
All ranked researchers at Sectra (Sweden)

What are the most cited papers from Sectra (Sweden)?

The most cited paper from Sectra (Sweden) is "Medical image processing on the GPU – Past, present and future" (Anders Eklund, Paul A. Dufort, Daniel Forsberg et al., 2013), with 408 citations. Next come "Predicting breast tumor proliferation from whole-slide images: The TUPAC16 challenge" (329) and "Measuring Domain Shift for Deep Learning in Histopathology" (317).

Most cited papers
#PaperReleasedCitations
1 Medical image processing on the GPU – Past, present and future Anders Eklund, Paul A. Dufort, Daniel Forsberg et al. · Medical Image Analysis Open access 5 Jun 2013 408
2 Predicting breast tumor proliferation from whole-slide images: The TUPAC16 challenge Mitko Veta et al. · Medical Image Analysis Open access 27 Feb 2019 329
3 Measuring Domain Shift for Deep Learning in Histopathology Karin Stacke, Gabriel Eilertsen, Jonas Unger et al. · IEEE Journal of Biomedical and Health Informatics Open access 21 Oct 2020 317
4 Implementation of large-scale routine diagnostics using whole slide imaging in Sweden: Digital pathology experiences 2006-2013 Sten Thorstenson, Jesper Molin, Claes F. Lundström · Journal of Pathology Informatics Open access 2014 179
5 Generating patient specific pseudo-CT of the head from MR using atlas-based regression Jens Sjölund, Daniel Forsberg, Manne Andersson et al. · Physics in Medicine and Biology Open access 7 Jan 2015 165
All 60 most cited papers, with filters and sorting

Which keywords describe research at Sectra (Sweden)?

By fractional works in all years, weighted toward what it does more of than the world: Deep Learning, Machine Learning, Medical Image Analysis, Digital Mammography, Mammographic Density, Dual-Energy CT, Material Differentiation and Convolutional Neural Networks.

▲ 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▲ 9.6×18 topics
  2. Machine Learning10▲ 7.6×14 topics
  3. Medical Image Analysis7▲ 103×4 topics
  4. Digital Mammography5▲ 511×1 topic
  5. Mammographic Density5▲ 511×1 topic
  6. Dual-Energy CT5▲ 188×1 topic
  7. Material Differentiation5▲ 188×1 topic
  8. Convolutional Neural Networks5▲ 18×4 topics
  9. Computer-Aided Detection4▲ 151×1 topic
  10. Histopathology Images4▲ 151×1 topic
  11. Texture Analysis3▲ 32×2 topics
  12. Artificial Intelligence2▲ 4.9×4 topics
  13. Medical Imaging2▲ 15×6 topics
  14. Cancer2▲ 2.8×3 topics
  15. Reconstruction2▲ 21×3 topics
  16. Diagnostic Imaging2▲ 29×2 topics
  17. Quantitative2▲ 31×2 topics
  18. Security2▲ 8.9×6 topics
  19. Imaging2▲ 10×1 topic
  20. PET/CT2▲ 48×1 topic
  21. Feature Extraction2▲ 11×2 topics
  22. Precision Medicine2▲ 10×3 topics
  23. Image Processing2▲ 9.7×2 topics
  24. Computed Tomography2▲ 53×2 topics
  25. Convolutional Networks2▲ 25×2 topics
  26. Graph Cuts2▲ 72×1 topic
  27. Image Segmentation2▲ 36×1 topic
  28. Quantitative Analysis2▲ 16×3 topics
  29. Spinal Fusion2▲ 30×2 topics
  30. Big Data2▲ 4.7×3 topics
  31. Cancer Risk2▲ 10.0×1 topic
  32. Computer Graphics2▲ 78×1 topic
  33. Radiation Exposure2▲ 21×1 topic
  34. Revision Surgery2▲ 22×2 topics
  35. Total Hip Replacement2▲ 22×2 topics
  36. Visualization2▲ 43×1 topic
  37. Predictive Modeling1▲ 17×2 topics
  38. Unsupervised Learning1▲ 23×2 topics
  39. Spine Segmentation1▲ 86×1 topic
  40. Vertebrae Detection1▲ 86×1 topic

Which research topics does Sectra (Sweden) publish most on?

By volume in 2022-now: AI in cancer detection, Internet Traffic Analysis and Secure E-voting, Orthopaedic implants and arthroplasty and Radiomics and Machine Learning in Medical Imaging.

AI in cancer detection1AI in cancer detection: 1 fractional worksInternet Traffic Analysis and Secure E-voting: 1 fractional worksOrthopaedic implants and…1Orthopaedic implants and arthroplasty: 1 fractional worksRadiomics and Machine Le…1Radiomics and Machine Learning in Medical Imaging: 1 fractional worksData Visualization and Analytics: 0 fractional worksAdvanced X-ray and CT Imaging: 0 fractional worksGenomics and Phylogeneti…0Genomics and Phylogenetic Studies: 0 fractional worksArtificial Intelligence in Healthcare and Education: 0 fractional worksAdvanced Steganography and Watermarking Techniques: 0 fractional worksDigital Imaging for Blood Diseases: 0 fractional works
Artificial IntelligenceSurgeryRadiology, Nuclear Medicine and ImagingComputer Vision and Pattern Recognition3 others

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

  1. 1 AI in cancer detection Artificial Intelligence 1 works
  2. 2 Internet Traffic Analysis and Secure E-voting Artificial Intelligence 1 works
  3. 3 Orthopaedic implants and arthroplasty Surgery 1 works
  4. 4 Radiomics and Machine Learning in Medical Imaging Radiology, Nuclear Medicine and Imaging 1 works
  5. 5 Data Visualization and Analytics Computer Vision and Pattern Recognition 0 works
  6. 6 Advanced X-ray and CT Imaging Biomedical Engineering 0 works
  7. 7 Genomics and Phylogenetic Studies Molecular Biology 0 works
  8. 8 Artificial Intelligence in Healthcare and Education Health Informatics 0 works
  9. 9 Advanced Steganography and Watermarking Techniques Computer Vision and Pattern Recognition 0 works
  10. 10 Digital Imaging for Blood Diseases Computer Vision and Pattern Recognition 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 available60.3%not open39.7%

World: 40% of research is openly available.

with international co-authors30.1%domestic only69.9%

World: 18% is written across borders.

How has Sectra (Sweden)'s research output changed?

Output in 2022-2025 was 41% higher than in 2018-2021.

still counting1990200020102020
grewheldshrank

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 Sectra (Sweden) as a percentage of every work published that year, 0.000065% in 2024.

still counting0.00010%0.00020%Sectra (Sweden)0.000033% in 20251990200020102020

Fractional works of Sectra (Sweden) over all fractional works that year. How the balance of science has shifted.

Other research institutions in Linköping

All research institutions in Linköping

Research measures only: rankings here say nothing about teaching, admissions or student experience. Comparable institutions and collaboration partners have tabs of their own, above.

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