Topic · Artificial Intelligence
AI in cancer detection
AI in cancer detection is a research topic within Artificial Intelligence. Science Explorer counts 43k research works in it since 1951. 9.9% of them reached the world's top 10% most cited for their field and year.
This cluster of papers focuses on the application of deep learning and machine learning techniques in medical image analysis, particularly in the context of histopathology images, digital pathology, and computer-aided detection for breast cancer diagnosis. The use of convolutional neural networks and whole slide imaging is prominent in these studies, aiming to improve accuracy and efficiency in cancer prognosis and prediction.
- Deep Learning
- Medical Image Analysis
- Histopathology Images
- Computer-Aided Detection
- Convolutional Neural Networks
- Digital Pathology
- Breast Cancer Diagnosis
- Machine Learning
- Whole Slide Imaging
- Cancer Prognosis
- Research works
- 43k fractional, since 1951
- In the world top 10%
- 4.3k per year above
- Top-10% rate
- 9.9% share of its works in the world top 10%
- Growth, 2018-21 → 2022-25
- +124% the tick is no change
- Largest producer
India
32% of the 10 largest, 2022-now
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