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Evaluation of a Deep Learning Denoising Algorithm for Dose Reduction in Whole-Body Photon-Counting CT Imaging: A Cadaveric Study.
Acad Radiol
January 2025
Department of Radiology, University Hospital Tuebingen, Hoppe-Seyler-Str. 3, 72076 Tuebingen, Germany (R.D., J.M.B., B.S., J.M., S.G., P.K., S.W., J.H., K.N., S.A., A.B.).
Rationale And Objectives: Photon Counting CT (PCCT) offers advanced imaging capabilities with potential for substantial radiation dose reduction; however, achieving this without compromising image quality remains a challenge due to increased noise at lower doses. This study aims to evaluate the effectiveness of a deep learning (DL)-based denoising algorithm in maintaining diagnostic image quality in whole-body PCCT imaging at reduced radiation levels, using real intraindividual cadaveric scans.
Materials And Methods: Twenty-four cadaveric human bodies underwent whole-body CT scans on a PCCT scanner (NAEOTOM Alpha, Siemens Healthineers) at four different dose levels (100%, 50%, 25%, and 10% mAs).
Surgical and Pathological Results Following Neoadjuvant Nivolumab and Platinum-Based Chemotherapy for Locally Advanced Resectable NSCLC: A Multicentre Real-World Series From England.
Clin Lung Cancer
December 2024
Department of Thoracic Surgery, Liverpool Heart and Lung Hospital, Liverpool, UK.
Background: To evaluate the real-world surgical and pathological outcomes following neoadjuvant nivolumab in combination with chemotherapy in a multicentre national cohort of patients.
Methods: Retrospective analysis on consecutive patients treated in three tertiary referral hospitals in UK with neoadjuvant chemotherapy and immunotherapy (nivolumab) for stage II-IIIB nonsmall cell lung cancer (March 2023-May 2024). Surgical and pathological outcomes were assessed.
An overview of sound source localization based condition monitoring robots.
ISA Trans
December 2024
Centre for Efficiency and Performance Engineering, University of Huddersfield, Huddersfield HD1 3DH, UK. Electronic address:
As artificial intelligence advances and demand for cost-effective equipment maintenance in various fields increases, it is worth insightful research on utilizing robots embedded with sound source localization (SSL) technology for condition monitoring. Combining the two techniques has significant advantages, which are conducive to further classifying and tracking abnormal sources, thereby enhancing system performance at a lower cost. The paper provides an overview of current acoustic-based robotic techniques for condition monitoring, highlights the common SSL methods, and finds that localization performance heavily depends on signal quality.
View Article and Find Full Text PDFDifferences in dialysis modality choice between immigrant and native populations in Barcelona, Spain.
Nefrologia (Engl Ed)
January 2025
Servicio de Nefrología, Hospital del Mar, Instituto Hospital del Mar de Investigaciones Médicas, RD16/0009/0013 (ISCIII FEDER REDinREN), Barcelona, Spain; Servicio de Nefrología, Hospital Universitario 12 de Octubre, Madrid, Spain.
Few studies have analyzed the freedom to choose their renal replacement treatment (RRT) modality in Spain. In a total of 673 patients with ACKD (stage 4 and 5) seen at the outpatient ACKD clinic of Hospital del Mar, Barcelona, Catalonia (Spain) from 2009 to 2020, we retrospectively compared immigrant and Spanish patients in order to analyze the impact of migration on RRT decision-making and its subsequent evolution in advanced CKD (ACKD) consultation and identifies the social and economic needs of this population. One hundred thirteen (16.
View Article and Find Full Text PDFCardiovascular profile of systemic lupus erythematosus patients hospitalized for COVID-19 in Spain: Analysis of the SEMI-COVID-19 Registry.
Med Clin (Barc)
January 2025
Internal Medicine Clinical Management Unit, Hospital Regional Universitario de Málaga, Instituto de Investgación Biomédica de Málaga (IBIMA-Plataforma BIONAND), Avenida Carlos Haya S/N, 29010 Málaga, Spain; Faculty of Medicine, Universidad de Málaga, Campus Teatinos, 29010 Málaga, Spain; Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y Nutrición (CIBERobn), Instituto de Salud Carlos III, 28029 Madrid, Spain. Electronic address:
Background: Despite advancements in understanding the interplay between systemic lupus erythematosus (SLE), cardiovascular disease and COVID-19, challenges and knowledge gaps persist. This study aimed to characterize the cardiovascular profiles of SLE patients hospitalized with COVID-19 and to evaluate the influence of SLE on the development of cardiovascular complications.
Methods: This was a multicentre, nationwide observational study in which data were sourced from the SEMI-COVID-19 Registry between March 1, 2020, and March 31, 2021, involving 150 Spanish hospitals.
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