{currentDomain?.description}
++ {/*Mean: {(OriData1.reduce((sum, p) => sum + p.value, 0) / OriData1.length || 0).toFixed(2)}*/} +
++ Length: {OriData1.length} points +
++ {/*Mean: {(generatedData1.reduce((sum, p) => sum + p.value, 0) / generatedData1.length || 0).toFixed(2)}*/} +
++ Pearson correlation: {displaySim1.toFixed(5)} +
++ {/*Mean: {(generatedData2.reduce((sum, p) => sum + p.value, 0) / generatedData2.length || 0).toFixed(2)}*/} +
++ Pearson correlation: {displaySim2.toFixed(5)} +
++ {/*Mean: {(generatedData3.reduce((sum, p) => sum + p.value, 0) / generatedData3.length || 0).toFixed(2)}*/} +
++ Pearson correlation: {displaySim3.toFixed(5)} +
+{currentModel?.description}
+Intelligent diagnosis of medical diseases through the analysis of ECG or EEG signals.
+Our approach takes into account the gradients of different disease models, thereby specifically generating datasets that help improve model accuracy.
+The baseline model concentrates on capturing the original data distribution but neglects the gradient signals from downstream tasks, thus failing to generate data that can effectively enhance model accuracy.
+*/} + {/* {currentModel?.name}*/} + {/*
*/} + {/**/} + {/* {currentModel?.icon} {currentModel?.description.slice(0, 15)}...*/} + {/*
*/} + {/*+ {selectedModel === 'rnn' ? 'ECG' : 'EEG'} data +
++ {selectedModel === 'rnn' ? 'Cardiovascular disease' : 'Neurodegenerative disease'} diagnosis +
++ Trained with our synthetic data +
++ Accuracy: {(ourAccuracy * 100).toFixed(1)}% +
++ {isTraining ? 'Training in Progress...' : 'Training Completed'} +
++ {/*Training set: {originalData.length + generatedData.length} samples*/} + {/*Training set: 100 samples*/} +
+{currentDomain?.description}
+
+
+ Domain: {currentDomain?.label} +
++ {/*Mean value: {(originalData.reduce((sum, p) => sum + p.value, 0) / originalData.length || 0).toFixed(2)}*/} +
++ {/*Mean value: {(generatedData1.reduce((sum, p) => sum + p.value, 0) / generatedData1.length || 0).toFixed(2)}*/} +
++ Text-matching degree: {(Math.random() * 0.1 + 0.9).toFixed(3)} +
+