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Researcher · Freie Universität Berlin · Germany

Sophie E. Merz

Sophie E. Merz publishes mostly in Pulmonary and Respiratory Medicine, Molecular Biology and Artificial Intelligence, on topics such as Veterinary Oncology Research, AI in cancer detection and Radiomics and Machine Learning in Medical Imaging.

OpenAlex
World rank
#2,075,760
of 7,710,434 ranked researchers
Rank in Germany
#102,433
of 364,343
Works
31
Citations
415
Citations per work
13.4
h-index
11
i10-index 11Top 46% in Pulmonary and Respiratory Medicine
Sophie E. Merz

What does Sophie E. Merz research?

Sophie E. Merz's work is mostly in Medicine (28%), Biochemistry, Genetics and Molecular Biology (11%), Computer Science (9%).

Everything else: 14 works · 45.4% of their workHealth Sciences: 11 works · 34.1% of their workMedicine: 9 works · 28.4% of their workPulmonary and Respiratory Medicine: 6 works · 18.2% of their workRadiology, Nuclear Medicine and Imaging: 2 works · 5.7% of their workOncology: 1 works · 4.5% of their workVeterinary: 2 works · 5.7% of their workSmall Animals: 2 works · 5.7% of their workLife Sciences: 4 works · 11.4% of their workBiochemistry, Genetics and Molecular Biology: 4 works · 11.4% of their workMolecular Biology: 4 works · 11.4% of their workPhysical Sciences: 3 works · 9.1% of their workComputer Science: 3 works · 9.1% of their workArtificial Intelligence: 3 works · 9.1% of their workTHEIR WORKSophie E. Merz31works
Life Sciences11%Physical Sciences9%Health Sciences34%

Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.

The fields and subfields, with their numbers
  1. Everything else1445.4%
    1. Medicine928.4%
    2. Veterinary25.7%
    1. Biochemistry, Genetics and Molecular Biology411.4%
    1. Computer Science39.1%
  1. 1Pulmonary and Respiratory Medicine18% of their works
  2. 2Molecular Biology11% of their works
  3. 3Artificial Intelligence9% of their works
  4. 4Small Animals6% of their works
  5. 5Radiology, Nuclear Medicine and Imaging6% of their works
  6. 6Oncology4% of their works

Research topics

Which keywords describe Sophie E. Merz's research?

The keywords of their largest research topics: Machine Learning, Canine Cancer, Comparative Oncology, Deep Learning, Convolutional Neural Networks, Medical Image Analysis, Computer-Aided Detection and Feature Extraction.

Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.

All 22 words, with their numbers
  1. Machine Learning204 topics
  2. Canine Cancer131 topic
  3. Comparative Oncology131 topic
  4. Deep Learning122 topics
  5. Convolutional Neural Networks112 topics
  6. Medical Image Analysis112 topics
  7. Computer-Aided Detection81 topic
  8. Feature Extraction82 topics
  9. Histopathology Images81 topic
  10. Image Processing72 topics
  11. Medical Imaging51 topic
  12. Radiomics51 topic
  13. Bioimage Analysis41 topic
  14. High-Content Screening41 topic
  15. Biomedical Ontologies31 topic
  16. Cancer Genomics31 topic
  17. Gene Therapy31 topic
  18. Leukemia Classification31 topic
  19. Malaria Parasite Detection31 topic
  20. Mutational Signatures31 topic
  21. Text Mining31 topic
  22. Viral Vectors31 topic

Where does Sophie E. Merz work?

Sophie E. Merz's main affiliation in the publication record is Freie Universität Berlin, Germany.

How many publications and citations does Sophie E. Merz have?

OpenAlex counts 31 works and 415 citations for Sophie E. Merz, an h-index of 11, ranking #2,075,760 of 7,710,434 researchers worldwide on the quality score.

Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.

Papers, co-authors, who cited this work and researchers on the nearest topics have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.

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