Titlebook: The Palgrave Handbook of Islam in Africa; Fallou Ngom,Mustapha H. Kurfi,Toyin Falola Book 2020 The Editor(s) (if applicable) and The Autho

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A Deep Learning Model for Air Quality Forecasting Based on 1D Convolution and BiLSTM, (CBLSTM) model for PM 2.5, which combines 1D convolution and bidirectional LSTM neural networks. The experiment findings demonstrate that the suggested approach outperforms the LSTM, CBLSTM, and CBGRU comparison models and achieves a high accuracy rate (MAE = 6.8 and RMSE = 10.2).

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Alterations of Biomarkers by Neoadjuvant Endocrine Therapyd therefore, monitoring these two biomarkers is insufficient to guarantee therapy efficacy. In this chapter, we discuss alterations of biomarkers by ET, mainly AIs, and scrutinize potential biomarkers to precisely predict response or resistance to ET.

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