Deep Learning Radiographic Assessment of Pulmonary Edema: Optimizing Clinical Performance, Training With Serum Biomarkers.
Justin HuynhSamira MasoudiAbraham NoorbakhshAmin MahmoodiSeth KligermanAndrew YenKathleen JacobsLewis HahnKyle HasenstabMichael J. PazzaniAlbert HsiaoPublished in: IEEE Access (2022)
Keyphrases
- deep learning
- biomarker discovery
- clinically relevant
- deep architectures
- restricted boltzmann machine
- mass spectrometry data
- unsupervised learning
- unsupervised feature learning
- deep belief networks
- clinical trials
- ovarian cancer
- high throughput
- machine learning
- supervised learning
- mental models
- disease progression
- early detection
- probabilistic model
- weakly supervised
- breast cancer
- mass spectrometry
- text classification
- higher order
- viewpoint
- training set
- computer vision
- data mining