Predictive value of bedside lung ultrasound, quantitative chest CT, and frailty assessment for short-term outcomes in elderly patients with severe pneumonia: a pilot study
Longjiang Shao, Yongyong Liang

TL;DR
This pilot study explores how lung ultrasound, chest CT, and frailty assessments can predict short-term outcomes in elderly patients with severe pneumonia.
Contribution
The study introduces a novel approach combining bedside imaging and frailty metrics to improve risk stratification in elderly pneumonia patients.
Findings
LUS scores and severe frailty independently predicted 28-day mortality in elderly pneumonia patients.
Combining LUS and frailty metrics improved risk prediction over existing clinical scores like CURB-65.
The study demonstrated the feasibility of acquiring lung ultrasound, CT, and frailty assessments in hospitalized elderly patients.
Abstract
Elderly patients with severe community-acquired pneumonia (CAP) have high short-term mortality, yet conventional severity scores do not incorporate bedside imaging or physiological frailty. In this study we aim to (1) evaluate the feasibility of obtaining lung ultrasound (LUS), quantitative chest computed tomography (CT), and Clinical Frailty Scale (CFS) assessments during the same admission and (2) explore the predictive potential for 28-day mortality by integrating imaging severity with physiological frailty. In this prospective, single-center pilot study (February 2022 – February 2025), we consecutively enrolled 60 hospitalized adults ≥ 65 years who met guideline criteria for severe CAP and completed 28-day follow-up. Twelve-zone LUS and CFS assessments were performed ≤ 24 h after admission; chest CT was acquired within 48 h when clinically permissible. Feasibility outcomes were…
Genes, proteins, chemicals, diseases, species, mutations and cell lines named across the full text — each resolved to its canonical identifier and authoritative record.
Click any figure to enlarge with its caption.
Figure 1Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsUltrasound in Clinical Applications · Sepsis Diagnosis and Treatment · Emergency and Acute Care Studies
