Fig. 7: Disease analysis results of clinical patients exhaled gas. | Microsystems & Nanoengineering

Fig. 7: Disease analysis results of clinical patients exhaled gas.

From: Ensemble-learning-assisted exhaled gas disease analysis based on in-situ construction of MOF-derived MOx/GaN heterojunction sensor arrays

Fig. 7

a Breath sampling process; (b) Ensemble learning network architecture; (c) Exhaled gas test curves of clinical patients; (d) Exhaled gas test curves of healthy volunteers; (e) Exhaled gas test results; (f) LSTM model train accuracy and loss; (g) The confusion matrix of clinical patients and healthy volunteers

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