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Image Search Results
Journal: Sensors (Basel, Switzerland)
Article Title: A Review of Machine Learning for Near-Infrared Spectroscopy
doi: 10.3390/s22249764
Figure Lengend Snippet: Summary of deep architectures used in NIR.
Article Snippet: Jun. 2021, [ ] , Salt content in saline-alkali soil (
Techniques: Cream, Extraction, Biomarker Discovery, Selection, Saline, Transformation Assay
Journal: Healthcare Informatics Research
Article Title: Codeless Deep Learning of COVID-19 Chest X-Ray Image Dataset with KNIME Analytics Platform
doi: 10.4258/hir.2021.27.1.82
Figure Lengend Snippet: Example of overall deep learning flow. (A) All nodes for deep learning flow. (B) Import table of preprocessed dataset. (C) Divide the dataset into two, one for training and the other for testing. (D) Create a convolutional neural network. (E) Apply the trained model. (F) Rename the column of ROC Curve. (G) Scores the model. (H) Show area under curve. (I) Train the model.
Article Snippet: In this paper, we introduce the
Techniques:
Journal: Healthcare Informatics Research
Article Title: Codeless Deep Learning of COVID-19 Chest X-Ray Image Dataset with KNIME Analytics Platform
doi: 10.4258/hir.2021.27.1.82
Figure Lengend Snippet: Architecture of the simple convolutional neural network algorithm used in the study.
Article Snippet: In this paper, we introduce the
Techniques:
Journal: Healthcare Informatics Research
Article Title: Codeless Deep Learning of COVID-19 Chest X-Ray Image Dataset with KNIME Analytics Platform
doi: 10.4258/hir.2021.27.1.82
Figure Lengend Snippet: Performance of a simple convolutional neural network (CNN) model in detecting COVID-19: “Scorer” node shows (A) accuracy statistics (true positive, false positive, true negative, false negative, sensitivity, specificity, F-measure, accuracy and Cohen’s kappa; (B) confusion matrix (accuracy, Cohen’s kappa). (C) “ROC Curve” node shows area under the curve.
Article Snippet: In this paper, we introduce the
Techniques: