Postoperative outcomes in older surgical patients with preoperative cognitive impairment: A systematic review and meta-analysis

L Chen, E Au, A Saripella, P Kapoor, E Yan… - Journal of Clinical …, 2022 - Elsevier
Study objective To determine the effect of cognitive impairment (CI) and dementia on
adverse outcomes in older surgical patients. Design A systematic review and meta-analysis …

Clinical XLNet: Modeling sequential clinical notes and predicting prolonged mechanical ventilation

K Huang, A Singh, S Chen, ET Moseley… - arXiv preprint arXiv …, 2019 - arxiv.org
Clinical notes contain rich data, which is unexploited in predictive modeling compared to
structured data. In this work, we developed a new text representation Clinical XLNet for …

Development and internal validation of a clinical prediction model using machine learning algorithms for 90 day and 2 year mortality in femoral neck fracture patients …

JHF Oosterhoff, ABMC Savelberg, AV Karhade… - European Journal of …, 2022 - Springer
Purpose Preoperative prediction of mortality in femoral neck fracture patients aged 65 years
or above may be valuable in the treatment decision-making. A preoperative clinical …

Impact of the COVID-19 pandemic on non-COVID-19 hospital mortality in patients with schizophrenia: a nationwide population-based cohort study

L Boyer, G Fond, V Pauly, V Orléans, P Auquier… - Molecular …, 2022 - nature.com
It remains unknown to what degree resource prioritization toward SARS-CoV-2 (2019-nCoV)
coronavirus (COVID-19) cases had disrupted usual acute care for non-COVID-19 patients …

Clinical outcomes following one-, two-, three-, and four-level anterior cervical discectomy and fusion: a national database study

PY Joo, JR Zhu, AJ Kammien, MJ Gouzoulis… - The Spine Journal, 2022 - Elsevier
ABSTRACT Background Context Anterior cervical discectomy and fusion (ACDF) is a
common surgical procedure. There is markedly less data on outcomes after three-and four …

A systematic review and meta-analysis of retrograde type A aortic dissection after thoracic endovascular aortic repair in patients with type B aortic dissection

S Ali-Hasan-Al-Saegh, N Halloum, S Scali, M Kriege… - Medicine, 2023 - journals.lww.com
Background: Retrograde type A dissection (RTAD) is a devastating complication of thoracic
endovascular repair (TEVAR) with low incidence but high mortality. The objective of this …

Risk Stratification Index 3.0, a broad set of models for predicting adverse events during and after hospital admission

S Greenwald, GF Chamoun, NG Chamoun, D Clain… - …, 2022 - pubs.asahq.org
Background Risk stratification helps guide appropriate clinical care. Our goal was to develop
and validate a broad suite of predictive tools based on International Classification of …

Association between preoperative hemodialysis timing and postoperative mortality in patients with end-stage kidney disease

V Fielding-Singh, MW Vanneman, T Grogan… - JAMA, 2022 - jamanetwork.com
Importance For patients with end-stage kidney disease treated with hemodialysis, the
optimal timing of hemodialysis prior to elective surgical procedures is unknown. Objective To …

In-hospital mortality, readmission, and prolonged length of stay risk prediction leveraging historical electronic patient records

R Bopche, LT Gustad, JE Afset, B Ehrnström… - JAMIA …, 2024 - academic.oup.com
Objective This study aimed to investigate the predictive capabilities of historical patient
records to predict patient adverse outcomes such as mortality, readmission, and prolonged …

Ninety-day risk-standardized home time as a performance metric for cardiac surgery hospitals in the United States

A Mentias, MY Desai, N Keshvani, AM Gillinov… - Circulation, 2022 - Am Heart Assoc
Background: Assessing hospital performance for cardiac surgery necessitates consistent
and valid care quality metrics. The association of hospital-level risk-standardized home time …