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Mortality prediction in patients with isolated moderate and severe traumatic ...
BackgroundThe purpose of this study was to build a model of machine learning (ML) for the prediction of mortality in patients with isolated moderate and severe traumatic brain... -
Performance of the models, MAPE ratio of evaluation results for TAIEX futures.
Performance of the models, MAPE ratio of evaluation results for TAIEX futures. -
Performance of the models, MAPE ratio of evaluation results for SiMSCI futures.
Performance of the models, MAPE ratio of evaluation results for SiMSCI futures. -
r37980778c78--751f77e0a9bfc9966d7f3ae4cc9142b9
The motivation behind this research is to innovatively combine new methods like wavelet, principal component analysis (PCA), and artificial neural network (ANN) approaches to... -
Applications of artificial neural networks in health care organizational deci...
Health care organizations are leveraging machine-learning techniques, such as artificial neural networks (ANN), to improve delivery of care at a reduced cost. Applications of... -
r37980778c78--646750553354e22269c10cb26196e05a
The various screening methods, with their sensitivities and specificities. -
r37980778c78--5941e8081fe72b02b593d7d06f28790c
Performance of the models, MAPE ratio of evaluation results for KOSPI futures. -
r37980778c78--7aab8e16cb802f810d9c6c6a0ad405e6
Determining the target proteins of new anticancer compounds is a very important task in Medicinal Chemistry. In this sense, chemists carry out preclinical assays with a high... -
The demographics of the NHIS dataset that was used in our ANN.
We show means and standard deviations for the continuous variables, means for the binary variables, and the percentage for each race. -
r37980778c78--d6210ec597231984b560ff8fd14f744e
Return of the models, results for NIKKEI 225 futures. -
Return of the models, results for HANG SENG futures.
Return of the models, results for HANG SENG futures. -
Patient Demographics and Clinical characteristics.
Abbreviations: ECOG PS, Eastern Cooperative Oncology Group Performance Status; AJCC, American Joint Committee on Cancer; LDH, lactate dehydrogenase; ULN, upper limit of normal;... -
Mortality prediction performance (i.e., accuracy, sensitivity, and specificit...
Mortality prediction performance (i.e., accuracy, sensitivity, and specificity) for the LR, SVM, DT, NB, and ANN models on training and test sets.
