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Researcher · Candiolo Cancer Institute · Italy

Valentina Giannini

Valentina Giannini publishes mostly in Radiology, Nuclear Medicine and Imaging, Pulmonary and Respiratory Medicine and Computer Vision and Pattern Recognition, on topics such as Radiomics and Machine Learning in Medical Imaging, AI in cancer detection and Medical Image Segmentation Techniques.

ORCID 0000-0001-5052-8231 OpenAlex
World rank
#1,310,409
of 1,633,909 ranked researchers
Rank in Italy
#53,235
of 65,712
Works
25
Citations
35
Citations per work
1.4

What does Valentina Giannini research?

Radiology, Nuclear Medicine and Imaging: 19.6%Pulmonary and Respiratory Medicine: 13.0%Computer Vision and Pattern Recognition: 13.0%Artificial Intelligence: 8.7%other fields: 45.7%20%top field
Radiology, Nuclear Medicine and Imaging19.6%Pulmonary and Respiratory Medicine13.0%Computer Vision and Pattern Recognition13.0%Artificial Intelligence8.7%other fields45.7%

Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.

  1. 1Radiology, Nuclear Medicine and Imaging20% of their works
  2. 2Pulmonary and Respiratory Medicine13% of their works
  3. 3Computer Vision and Pattern Recognition13% of their works
  4. 4Artificial Intelligence9% of their works
  5. 5Hepatology6% of their works
  6. 6Biomedical Engineering6% of their works

Research topics

Which keywords describe Valentina Giannini's research?

The keywords of their largest research topics: Machine Learning, Texture Analysis, Deep Learning, Medical Image Analysis, Medical Imaging, Radiomics, Convolutional Neural Networks and Prostate Cancer.

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 Learning122 topics
  2. Texture Analysis122 topics
  3. Deep Learning103 topics
  4. Medical Image Analysis82 topics
  5. Medical Imaging81 topic
  6. Radiomics81 topic
  7. Convolutional Neural Networks62 topics
  8. Prostate Cancer62 topics
  9. Computer-Aided Detection41 topic
  10. Graph Cuts41 topic
  11. Histopathology Images41 topic
  12. Image Segmentation41 topic
  13. Radiation Therapy41 topic
  14. Screening41 topic
  15. Hepatocellular Carcinoma31 topic
  16. Liver Cancer31 topic
  17. Androgen Receptor21 topic
  18. Dual-Energy CT21 topic
  19. Genomic Profiling21 topic
  20. Image Recognition21 topic
  21. Material Differentiation21 topic
  22. Object Detection21 topic

Where does Valentina Giannini work?

Valentina Giannini's main affiliation in the publication record is Candiolo Cancer Institute, Italy.

How many publications and citations does Valentina Giannini have?

Science Explorer counts 25 works and 35 citations for Valentina Giannini, ranking #1,310,409 of 1,633,909 researchers worldwide on the composite 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 are in the interactive view on the map. Is this your page? Request a correction or removal.