Overview of the Potentials of Multiple Instance Learning in Cancer Diagnosis: Applications, Challenges, and Future Directions.
Tagne Poupi Theodore ArmandSubrata BhattacharjeeHee-Cheol KimPublished in: ICACT (2024)
Keyphrases
- future directions
- multiple instance learning
- cancer diagnosis
- lessons learned
- current challenges
- multiple instance
- multi class
- supervised learning
- gene selection
- lung cancer
- gene expression data
- image annotation
- semi supervised
- microarray
- cancer classification
- gene expression profiles
- image understanding
- case study
- semi supervised learning
- class labels
- learning problems
- data sets
- image analysis
- pairwise
- pattern recognition
- image segmentation
- clustering algorithm