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Background: Cervical spondylotic myelopathy (CSM) is a leading cause of spinal cord dysfunction in adults, often progressing silently. Static MRI is the standard imaging tool but may miss compression caused by neck movement. Dynamic MRI, by capturing flexion and extension views, provides a clearer picture of spinal cord compression, aiding surgical planning and improving outcomes.

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High-Grade Astrocytoma With Piloid Features.

Arch Pathol Lab Med

January 2025

From the Department of Pathology, University of Michigan Medical School, Ann Arbor.

Context.—: High-grade astrocytoma with piloid features (HGAP) is a newly recognized glioma defined by its methylation profile. Understanding of its clinical, histologic, and molecular characteristics continues to evolve.

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A rare journey of a thymoma: A case report.

Int J Surg Case Rep

January 2025

Maharajgunj Medical Campus, Institute of Medicine, Tribhuvan University Teaching Hospital, Nepal.

Introduction And Importance: Thymoma is the most common primary anterior mediastinal tumor in adults. Invasive thymomas infiltrate organs adjacent to the mediastinal pleura, including the lungs, great vessels, heart, pericardium, and diaphragm. Complete resection of invasive thymoma leads to a better prognosis.

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Deep learning methods have significantly improved medical image analysis, particularly in detecting COVID-19 chest X-rays. Nonetheless, these methodologies frequently inhibit some drawbacks, such as limited interpretability, extensive computational resources, and the need for extensive datasets. To tackle these issues, we introduced two novel algorithms: the Dynamic Co-Occurrence Grey Level Matrix (DC-GLM) and the Contextual Adaptation Multiscale Gabor Network (CAMSGNeT).

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Carboxylic acids and aromatic compounds are essential building blocks and starting materials for the production of a wide range of fine chemicals and materials. Their recovery from kraft black liquor, an industrial effluent from pulp and paper mills, is a promising way to produce alternative bio-based chemicals. Reliable methods are needed to identify and quantify the molecules of interest in complex mixtures such as black liquors.

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