PREDICTION OF THE AS LOW AS DIAGNOSTICALLY ACCEPTABLE CT DOSE FOR IDENTIFICATION OF THE INFERIOR ALVEOLAR CANAL USING 3D CONVOLUTIONAL NEURAL NETWORKS WITH MULTI-BALANCING STRATEGIES

Prediction of the as Low as Diagnostically Acceptable CT Dose for Identification of the Inferior Alveolar Canal Using 3D Convolutional Neural Networks with Multi-Balancing Strategies

Ionizing radiation is necessary for diagnostic imaging and deciding the right radiation dose is extremely critical to obtain a decent quality image.However, increasing the dosage to improve the image quality has risks due to the potential harm from ionizing radiation.Thus, finding the optimal as low as diagnostically acceptable (ALADA) dosage is an

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Force Transmission in Disordered Fibre Networks

Cells residing in living tissues apply forces to their immediate surroundings to promote the restructuration of the extracellular matrix fibres and to transmit mechanical signals to other cells.Here we use a minimalist model to study how these forces, applied locally by cell contraction, propagate through the fibrous network in the extracellular ma

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