Development of an automated combined positive score prediction pipeline using artificial intelligence on multiplexed immunofluorescence images.
Abhishek VahadaneShreya SharmaDevraj MandalMadan DabbeeruJosephine JakthongMiguel Garcia-GuzmanShantanu MajumdarChung-Wein LeePublished in: Comput. Biol. Medicine (2023)
Keyphrases
- artificial intelligence
- input image
- three dimensional
- image classification
- image database
- software engineering
- image retrieval
- image data
- knowledge based systems
- fully automatic
- image set
- case study
- image analysis
- ground truth
- image features
- edge detection
- image regions
- information processing
- automated segmentation
- processing pipeline
- object recognition
- medical images
- pixel values
- segmentation method
- image matching
- image collections
- region of interest
- positive and negative
- machine learning
- feature points
- image processing
- prediction model
- image annotation
- expert systems
- computational intelligence
- prediction accuracy
- segmentation algorithm
- intelligent systems