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Objective: This study aimed to determine the lowest radiation dose and iterative reconstruction level(s) at which computed tomography (CT)-based quantification of aortic valve calcification (AVC) and thoracic aortic calcification (TAC) is still feasible.
Methods: Twenty-eight patients underwent a cardiac CT and 20 patients a chest CT at 4 different dose levels (routine dose and approximately 40%, 60%, and 80% reduced dose). Data were reconstructed with filtered back projection, 3 iDose levels, and 3 iterative model-based reconstruction levels. Two observers scored subjective image quality. The AVC and TAC were quantified using mass and compared to the reference scan (routine dose reconstructed with filtered back projection).
Results: In cardiac CT at 0.35 mSv (60% reduced), all scans reconstructed with iDose (all levels) were diagnostic, calcification detection errors occurred in only 1 patient, and there were no significant differences in mass scores compared to the reference scan. Similar results were found for chest CT at 0.48 mSv (75% reduced) with iDose levels 4 and 6 and iterative model reconstruction levels 1 and 2.
Conclusions: Iterative reconstruction enables AVC and TAC quantification on CT at submillisievert dose.
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http://dx.doi.org/10.1097/RCT.0000000000000477 | DOI Listing |
J ISAKOS
September 2025
McMaster University Division of Orthopaedic Surgery, Hamilton, ON, Canada; Oakville Trafalgar Memorial Hospital, Division of Orthopaedic Surgery, Oakville, ON, Canada.
Introduction/objectives: Irreparable subscapularis tears can cause severe functional impairment and present significant clinical challenges. Current treatment options include tendon transfers (TTs), anterior capsular reconstruction, and reverse shoulder arthroplasty. Each approach has distinct biomechanical advantages and limitations, but there remains no consensus regarding the optimal treatment.
View Article and Find Full Text PDFAdv Drug Deliv Rev
September 2025
State Key Laboratory of Pharmaceutical Biotechnology, Medical School, Nanjing University, Nanjing 210093, China; Department of Pharmacy, The Air Force Hospital of Eastern Theater Command, Nanjing 210002, China; Jiangsu Provincial Key Laboratory of Nano Technology, Medical School, Nanjing University,
Oxygen plays a critical regulatory role in tissue repair and regeneration. However, in the microenvironment of tissues with vascular damage, hypoxia is commonly present. This not only suppresses cell proliferation and differentiation but also delays angiogenesis and extracellular matrix reconstruction, ultimately hindering the tissue regeneration process.
View Article and Find Full Text PDFComput Methods Programs Biomed
September 2025
Eindhoven University of Technology, Department of Biomedical Engineering, Medical Image Analysis Group, Eindhoven, The Netherlands. Electronic address:
Background And Objective: Out-of-distribution (OOD) detection is crucial for safely deploying automated medical image analysis systems, as abnormal patterns in images could hamper their performance. However, OOD detection in medical imaging remains an open challenge. In this study, we aim to optimize a reconstruction-based autoencoder specifically for OOD detection.
View Article and Find Full Text PDFBrief Bioinform
September 2025
Beijing Institute of Mathematical Sciences and Applications (BIMSA), Beijing 101408, P. R. China.
With the rapid development of genomic sequencing technologies, there is an increasing demand for efficient and accurate sequence analysis methods. However, existing methods face challenges in handling long, variable-length sequences and large-scale datasets. To address these issues, we propose a novel encoding method-Energy Entropy Vector (EEV).
View Article and Find Full Text PDFMol Cells
September 2025
Department of Neuroscience, Kyung Hee University, Seoul, South Korea; Department of Physiology, Kyung Hee University School of Medicine, Seoul, South Korea. Electronic address:
Parkinson's disease (PD) is a progressive neurodegenerative disorder characterized by the loss of dopaminergic neurons and the accumulation of misfolded α-synuclein. Current treatments, including dopaminergic medications and deep brain stimulation (DBS), provide symptomatic relief but do not halt disease progression. Recent advances in molecular research have enabled the development of disease-modifying strategies targeting key pathogenic mechanisms, such as α-synuclein aggregation, mitochondrial dysfunction, and genetic mutations including LRRK2 and GBA1.
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