Automated bone marrow cytology using deep learning to generate a histogram of cell types.
Rohollah Moosavi TayebiYouqing MuTaher DehkharghanianCatherine RossMonalisa SurRonan FoleyHamid R TizhooshClinton J V CampbellPublished in: Communications medicine (2022)
HCT has potential to eventually support more efficient and accurate diagnosis in hematology, supporting AI-enabled computational pathology.
Keyphrases
- deep learning
- bone marrow
- artificial intelligence
- machine learning
- single cell
- convolutional neural network
- mesenchymal stem cells
- cell therapy
- high grade
- fine needle aspiration
- high resolution
- high throughput
- stem cells
- human health
- magnetic resonance imaging
- ultrasound guided
- diffusion weighted imaging
- computed tomography
- magnetic resonance
- risk assessment
- cell proliferation
- cell death
- diffusion weighted