Evaluation of a Deep Learning Denoising Algorithm for Dose Reduction in Whole-Body Photon-Counting CT Imaging: A Cadaveric Study.

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).

Skin layer-specific spatiotemporal assessment of micrometabolism during wound angiogenesis.

Proper oxygen delivery through the microvasculature to injury site is essential to ensure the metabolic cascade during wound healing. Adaptation of vascular structure and oxygenation is key to unravel the regulation of blood perfusion, oxygen distribution and new tissue formation. Yet, visualizing micrometabolic responses at large scale in unperturbed living tissue remains challenging.

Particulates in CGT guidance survey results - an ISCT process development & manufacturing committee perspective on cell and gene therapy industry knowledge awareness.

The International Society for Cell & Gene Therapy Particulates Working Group has surveyed the global industry on commonly used regulatory guidance documents pertaining to particulates across various cell and gene therapy (CGT) product-based chemistry and manufacturing controls. Responses were collated from academic and industrially based individuals involved in or making decisions for manufacturing, quality control and analytics. Two surveys covering therapy developers and manufacturing suppliers were created and distributed via e-mail, through focus groups and via social media platforms.