Comparison of neural language modeling pipelines for outcome prediction from unstructured medical text notes

C Mugisha, I Paik - IEEE Access, 2022 - ieeexplore.ieee.org
Machine learning techniques and algorithm-based approaches are becoming more and
more vital to support clinical decision-making. In the medical area, natural language …

Clinical profile analysis and nomogram for predicting in-hospital mortality among elderly severe community-acquired pneumonia patients with comorbid …

L Gong, D He, D Huang, Z Wu, Y Shi, Z Liang - BMC Pulmonary Medicine, 2022 - Springer
Background Researchers have linked cardiovascular disease (CVD) with advancing age;
however, how it drives disease progression in elderly severe community acquired …

Prevalence and clinical significance of occult pulmonary infection in elderly patients with type 2 diabetes mellitus

J Hua, P Huang, H Liao, X Lai… - BioMed Research …, 2021 - Wiley Online Library
The occult pulmonary infection is the most common complications in elderly patients with
type 2 diabetes mellitus (T2DM). Since its etiological characteristics has not been clarified …

Neumonías comunitarias graves del adulto inmunocompetente, excepto COVID-19

P Joly, M Tran, C Bruel, B Pilmis, F Philippart - EMC-Anestesia …, 2023 - Elsevier
Las neumonías agudas comunitarias (NAC) son enfermedades infecciosas respiratorias
frecuentes y potencialmente graves, tanto por la virulencia del patógeno causante como por …

Association of admission lactate with mortality in adult patients with severe community-acquired pneumonia

D Huang, D He, R Yao, W Wang, Q He, Z Wu… - The American Journal of …, 2023 - Elsevier
Purpose The present study was conducted to investigate the association of admission
lactate with mortality in severe community-acquired pneumonia (SCAP). Methods We …

Association of admission blood glucose level and clinical outcomes in elderly community‐acquired pneumonia patients with or without diabetes

W Zeng, X Huang, W Luo… - The Clinical Respiratory …, 2022 - Wiley Online Library
Introduction Community‐acquired pneumonia (CAP) is the major cause of infection‐related
mortality worldwide. Patients with CAP frequently present with admission hyperglycemia …

Polmoniti gravi acquisite in comunità in adulti immunocompetenti, escluso Covid-19

P Joly, M Tran, C Bruel, B Pilmis, F Philippart - EMC-Anestesia …, 2023 - Elsevier
Le polmoniti acute acquisite in comunità (PAC) sono patologie respiratorie infettive frequenti
e potenzialmente gravi, sia per la virulenza del patogeno causale che per la fragilità delle …

Predictors of Long-term outcomes in the older adults with community-acquired pneumonia

S Surme, II Balkan, OF Bayramlar, RK Ali, B Mete… - The Journal of Infection …, 2021 - jidc.org
Introduction: We aimed to determine the indicators for poor long-term outcome in older
adults with community-acquired pneumonia (CAP). Methodology: Patients with CAP …

Clinical characteristics and outcomes of immunocompromised patients with severe community-acquired pneumonia: A single-center retrospective cohort study

X Wu, T Sun, Y Cai, T Zhai, Y Liu, S Gu… - Frontiers in Public …, 2023 - frontiersin.org
Background Immunocompromised patients with severe community-acquired pneumonia
(SCAP) warrant special attention because they comprise a growing proportion of patients …

Association of serum albumin and copeptin with early clinical deterioration and instability in community-acquired pneumonia

A Parthasarathi, VC Padashetti, S Padukudru… - … in Respiratory Medicine, 2022 - mdpi.com
Highlights What are the main findings? Serum albumin lower than 2.85 g/dL is the best
predictor of mortality in CAP patients The addition of serum albumin and copeptin to the …