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Master neural networks from scratch with Python

Building neural networks from scratch in Python with NumPy is one of the most effective ways to internalize deep learning fundamentals. By coding forward and backward propagation yourself, you see how ...
Targeted Oncology

A New Statistical Framework for Bridging Pathologic Response and Survival in Breast Cancer

To address the limitations of binary pCR classification, Pusztai and colleagues developed the residual cancer burden (RCB) ...
IEEE

Interval Prediction of Aeroengine Remaining Useful Life Based on BCT-Bayesian Bidirectional LSTM Network

Abstract: Considering the uncertainty due to the inconsistency of data disturbance and the variation of operation condition, the accurate estimation of remaining useful life (RUL) is challenging. This ...
IEEE

Using Mine Danger Maps Based on Bayesian Networks to Evaluate an Autonomous Hunt for Multiple Naval Mine Types

Abstract: This article presents a new approach to the evaluation of autonomous naval mine hunting called the mine shape Bayes net (MSBN). MSBN models the presence of various mine shapes over a 2-D ...