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Researcher · Universidade Estadual de Campinas (UNICAMP) · Brazil

Sandra Avila

Sandra Avila publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Oncology, on topics such as Cutaneous Melanoma Detection and Management, AI in cancer detection and Multimodal Machine Learning Applications.

ORCID 0000-0001-9068-938X OpenAlex
World rank
#818,039
of 7,710,434 ranked researchers
Rank in Brazil
#4,778
of 253,246
Works
156
Citations
3.9k
Citations per work
24.7
h-index
28
i10-index 55Top 6.1% in Computer Vision and Pattern Recognition
Sandra Avila

What does Sandra Avila research?

Sandra Avila's work is mostly in Computer Science (46%), Medicine (13%), Agricultural and Biological Sciences (4%).

Physical Sciences: 72 works · 46.2% of their workComputer Science: 72 works · 46.2% of their workComputer Vision and Pattern Recognition: 39 works · 25.1% of their workArtificial Intelligence: 33 works · 21.1% of their workEverything else: 53 works · 34.1% of their workHealth Sciences: 20 works · 12.6% of their workMedicine: 20 works · 12.6% of their workOncology: 13 works · 8.3% of their workRadiology, Nuclear Medicine and Imaging: 7 works · 4.3% of their workLife Sciences: 7 works · 4.3% of their workAgricultural and Biological Sciences: 7 works · 4.3% of their workPlant Science: 7 works · 4.3% of their workSocial Sciences: 4 works · 2.8% of their workPsychology: 4 works · 2.8% of their workClinical Psychology: 4 works · 2.8% of their workTHEIR WORKSandra Avila156works
Life Sciences4%Physical Sciences46%Health Sciences13%Social Sciences3%

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. Computer Science7246.2%
  2. Everything else5334.1%
    1. Medicine2012.6%
    1. Agricultural and Biological Sciences74.3%
    1. Psychology42.8%
  1. 1Computer Vision and Pattern Recognition25% of their works
  2. 2Artificial Intelligence21% of their works
  3. 3Oncology8% of their works
  4. 4Plant Science4% of their works
  5. 5Radiology, Nuclear Medicine and Imaging4% of their works
  6. 6Clinical Psychology3% of their works

Research topics

Which keywords describe Sandra Avila's research?

The keywords of their largest research topics: Deep Learning, Machine Learning, Dermoscopy, Melanoma, Histopathology Images, Medical Image Analysis, Image Captioning and Visual Question Answering.

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 18 words, with their numbers
  1. Deep Learning1106 topics
  2. Machine Learning483 topics
  3. Dermoscopy321 topic
  4. Melanoma321 topic
  5. Histopathology Images301 topic
  6. Medical Image Analysis301 topic
  7. Image Captioning151 topic
  8. Visual Question Answering151 topic
  9. Feature Matching141 topic
  10. Local Descriptors141 topic
  11. Content-Based Retrieval131 topic
  12. Video Summarization131 topic
  13. Action Recognition111 topic
  14. Pose Estimation111 topic
  15. Content-Based Image Retrieval101 topic
  16. Shape Matching101 topic
  17. Plant Disease Detection81 topic
  18. Smart Farming81 topic

Where does Sandra Avila work?

Sandra Avila's main affiliation in the publication record is Universidade Estadual de Campinas (UNICAMP), Brazil.

How many publications and citations does Sandra Avila have?

OpenAlex counts 156 works and 3,859 citations for Sandra Avila, an h-index of 28, ranking #818,039 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.

Discussion

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