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Item Open Access Reduction of computing resources in deep learning frameworks for knee mr images of acl tears(Mahidol University. Mahidol University Library and Knowledge Center, 2022) Pavinee Jaturapisanukul; Surachoke Thanapitak; Chatchai Neatpisarnvanitthe CNNs model to operate efficiently on resource-constrained devices. However, compressing usually aims at general image classification, which is often improper for medical tasks. Physicians also use tablets to investigate patients' images promptly; thus... anterior cruciate ligament tears in MRNet. The researcher compressed MRNet's convolutional layers and optimized them by replacing their filters with medical-image-processing 2n form filters and adding symmetric padding to fix a shift problem. Next