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Titlebook: Image Analysis and Processing – ICIAP 2022; 21st International C Stan Sclaroff,Cosimo Distante,Federico Tombari Conference proceedings 2022

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Unsupervised Deformable Image Registration in a Landmark Scarcity Scenario: Choroid OCTAf points of interest to achieve an accurate registration. Based on this context, we designed a methodology to accurately perform this deformable registration in this challenging scenario. Hence, we propose a convolutional neural network model trained by unsupervised learning to register images in a
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Learning Unrolling-Based Neural Network for Magnetic Resonance Imaging Reconstructionruction. In the unrolling framework, UTrans served as a regularizer for image reconstruction with limited data. Finally, we replace feed forward network (FFN) module of the window-based self-attention operators with layer-fixed FFN (LF-FFN) whose parameters in the first hidden layer are obtained by
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A Two-Step Radiologist-Like Approach for Covid-19 Computer-Aided Diagnosis from Chest X-Ray ImagesCovid-19 infection from Chest X-Ray images. Our approach is designed to mimic the diagnosis process of human radiologists: it detects objective radiological findings in the lungs, which are then employed for making a final Covid-19 diagnosis. We believe that this kind of . explainability can be pref
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Optimized Fusion of CNNs to Diagnose Pulmonary Diseases on Chest X-Raysous lung pathologies and coming from external datasets are tested. Promising performances are obtained both in cross-validation and in external validation, obtaining an average accuracy of 93.02% and 91.02%, respectively.
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ve knowledge base for effective social policy with training .Current statistics on child abuse, neglect, poverty, and hunger shock the conscience—doubly so as societal structures set up to assist families are failing them. More than ever, the responsibility of the helping professions extends from ai
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ailing them. More than ever, the responsibility of the helping professions extends from aiding individuals and families to securing social justice for the larger community..With this duty in clear sight, the contributors to .Child. .and. .Family. .Advocacy. assert that advocacy is neither a dying ar
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