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Performance and feasibility of single-grid dark-fieldradiography with a clinical x-ray source
Abstract
Objective: X-ray dark-field imaging extends conventional radiography by capturing small-angle
scattering from subresolution micro/nanostructures, offering sensitivit...
IMPACT OF IMAGE PREPROCESSING AND MODEL FINE-TUNING ON CHEST X-RAY BASED PNEUMONIA CLASSIFICATION
Despite improvements in clinical management, pneumonia is still a significant respiratory infection that demands timely radiological evaluation for early clinical intervention and minimizing preventab...
COMPARATIVE PERFORMANCE ANALYSIS OF YOLOv5, YOLOv8, AND YOLOv9 SMALL AND MEDIUM VARIANTS FOR EXPLAINABLE PNEUMONIA DETECTION IN CHEST X-RAY IMAGES
Pneumonia is a lung infection disease that remains one of the leading causes of death worldwide, particularly among children and vulnerable populations. The diagnosis process using Chest X-Ray (CXR) i...
Physics-inspired enhancement framework for industrial digital radiography based on radiationβmatter interaction modeling
Industrial digital radiography images are degraded by scattering that obscures defects, and conventional enhancement methods often sacrifice either noise suppression or detail preservation. This work ...
X-ray histology on rapidly fixed fresh tumor tissue samples for fast resection margin assessment
Abstract
Accurate assessment of the resection margin is of key importance for patient outcome after tumor surgery. Intraoperative assessment is preferable but present methods like fr...
Synthesis, characterization, and catalytic performance of cobalt and nickel-substituted polyoxometalates organic-inorganic nanohybrids.
Two organic-inorganic hybrids, PDA/[SiW9M3(PDA)3O37], were synthesized through the self-assembly of the [SiW9O34]10- anion and Mβ=βCo(II) (1), Ni(II) (2), in the presence of para-phenylenediamine (PDA...
Comparative Evaluation of X-Ray and CT Imaging in the Diagnosis of Acute Abdomen
Background: Acute abdomen is a surgical emergency β
requiring prompt and accurate diagnosis to reduce
morbidity and mortality. Plain abdominal radiography (X-ray) and computed tomography (CT) are comm...
Bone Fracture Detection System Modelusing Deep Learning Techniques for Densenet 169 Architecture
Bone fractures are a common medical issue that costs a lot of money and resources to treat and monitor. The government makes significant annual investments in X-ray machines, radiologists, and medical...