Automated Detection of Acute Promyelocytic Leukemia in Blood Films and Bone Marrow Aspirates with Annotation-free Deep Learning.
Petru ManescuPriya NarayananChristopher BendkowskiMuna ElmiRemy ClaveauVijay PawarBiobele J. BrownMike J. ShawAnupama RaoDelmiro Fernandez-ReyesPublished in: CoRR (2022)
Keyphrases
- automated detection
- deep learning
- bone marrow
- acute myeloid
- stem cell
- automated analysis
- unsupervised learning
- lung cancer
- early detection
- unsupervised feature learning
- machine learning
- active learning
- deep architectures
- weakly supervised
- mental models
- metadata
- image annotation
- decision support system
- medical images
- data sets
- learning strategies
- generative model