Katarzyna Dobruch‐Sobczak
Katarzyna Dobruch‐Sobczak publishes mostly in Radiology, Nuclear Medicine and Imaging, Artificial Intelligence and Pathology and Forensic Medicine, on topics such as AI in cancer detection, Radiomics and Machine Learning in Medical Imaging and Gene expression and cancer classification.
- World rank
- #1,252,587 of 1,633,909 ranked researchers
- Rank in Poland
- #15,061 of 21,787
- Works
- 20
- Citations
- 9
- Citations per work
- 0.5
What does Katarzyna Dobruch‐Sobczak research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Radiology, Nuclear Medicine and Imaging32% of their works
- 2Artificial Intelligence16% of their works
- 3Pathology and Forensic Medicine8% of their works
- 4Molecular Biology8% of their works
- 5Pulmonary and Respiratory Medicine8% of their works
- 6Cardiology and Cardiovascular Medicine4% of their works
Research topics
Which keywords describe Katarzyna Dobruch‐Sobczak's research?
The keywords of their largest research topics: Machine Learning, Deep Learning, Medical Image Analysis, Medical Imaging, Radiomics, Breast Cancer, Gene Expression and Mammography.
- Photoacoustic Imaging
- Non-Destructive Testing
- Cardiac Risk
- Tissue Elasticity Mapping
- Mammography
- Breast Cancer
- Medical Imaging
- Deep Learning
- Machine Learning
- Medical Image Analysis
- Radiomics
- Gene Expression
- Microarray
- Ultrasound Elastography
- Infrared Thermography
- Perioperative
- Tomography
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 17 words, with their numbers
- Machine Learning93 topics
- Deep Learning41 topic
- Medical Image Analysis41 topic
- Medical Imaging31 topic
- Radiomics31 topic
- Breast Cancer21 topic
- Gene Expression21 topic
- Mammography21 topic
- Microarray21 topic
- Tissue Elasticity Mapping21 topic
- Ultrasound Elastography21 topic
- Cardiac Risk11 topic
- Infrared Thermography11 topic
- Non-Destructive Testing11 topic
- Perioperative11 topic
- Photoacoustic Imaging11 topic
- Tomography11 topic
Where does Katarzyna Dobruch‐Sobczak work?
Katarzyna Dobruch‐Sobczak's main affiliation in the publication record is Institute of Fundamental Technological Research, Poland.
How many publications and citations does Katarzyna Dobruch‐Sobczak have?
Science Explorer counts 20 works and 9 citations for Katarzyna Dobruch‐Sobczak, ranking #1,252,587 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.