Research graph
References from Evaluation of an AI-Driven Risk Stratification System for Clinical Deterioration in Patients With Geriatric Hip Fracture. Local targets link to admitted publications; unresolved targets remain external evidence.
The impact of comorbidity on perioperative outcomes of hip fractures in a geriatric fracture model
10.1177/2151458512463392 · 2012 · External reference
Postoperative medical complications and intermediate care unit/intensive care unit admission in joint replacement surgery: a prospective risk model
10.1016/j.arth.2018.12.034 · 2019 · External reference
Critical care challenges in orthopedic surgery patients
10.1097/01.ccm.0000231880.18476.d8 · 2006 · External reference
Complications of hip fractures: a review
10.5312/wjo.v5.i4.402 · 2014 · External reference
The epidemiology of medical emergency team calls for orthopedic patients in a teaching hospital: a retrospective cohort study
10.1016/j.resuscitation.2020.12.006 · 2021 · External reference
The risk of postoperative deterioration of non-cardiac surgery patients with ICU referral status who are admitted to the regular ward: a retrospective observational cohort study
10.1186/s13037-021-00283-9 · 2021 · External reference
Predicting and responding to clinical deterioration in hospitalized patients by using artificial intelligence: protocol for a mixed methods, stepped wedge study
10.2196/27532 · 2021 · External reference
Using AI to empower collaborative team workflows: two implementations for advance care planning and care escalation
2022 · External reference
Clinical deterioration: a concept analysis
10.1111/jocn.14238 · 2018 · External reference
Association between intensive care unit transfer delay and hospital mortality: a multicenter investigation
10.1002/jhm.2630 · 2016 · External reference
Delayed rapid response team activation is associated with increased hospital mortality, morbidity, and length of stay in a tertiary care institution
10.1097/ccm.0000000000001346 · 2016 · External reference
The impact of delayed rapid response call activation on patient outcomes
10.1016/j.jcrc.2017.05.006 · 2017 · External reference
A prospective controlled trial of the effect of a multi-faceted intervention on early recognition and intervention in deteriorating hospital patients
10.1016/j.resuscitation.2010.03.001 · 2010 · External reference
The value of Modified Early Warning Score (MEWS) in surgical in-patients: a prospective observational study
10.1308/003588406x130615 · 2006 · External reference
Early warning scores with and without artificial intelligence
10.1001/jamanetworkopen.2024.38986 · 2024 · External reference
External validation and comparison of a general ward deterioration index between diversely different health systems
10.1097/ccm.0000000000005837 · 2023 · External reference
Validation of a proprietary deterioration index model and performance in hospitalized adults
10.1001/jamanetworkopen.2023.24176 · 2023 · External reference
ViEWS—towards a national early warning score for detecting adult inpatient deterioration
10.1016/j.resuscitation.2010.04.014 · 2010 · External reference
An algorithm based on deep learning for predicting in-hospital cardiac arrest
10.1161/jaha.118.008678 · 2018 · External reference
Development and validation of an electronic medical record-based alert score for detection of inpatient deterioration outside the ICU
10.1016/j.jbi.2016.09.013 · 2016 · External reference
Development and validation of a machine learning algorithm using clinical pages to predict imminent clinical deterioration
10.1007/s11606-023-08349-3 · 2024 · External reference
The Modified Early Warning Score as a predictive tool during unplanned surgical intensive care unit admission
10.31486/toj.19.0057 · 2020 · External reference
Early warning scores in the perioperative period: applications and clinical operating characteristics
10.1097/aco.0000000000000657 · 2018 · External reference
Early warning systems and rapid response systems for the prevention of patient deterioration on acute adult hospital wards
2021 · External reference
Multicenter development and prospective validation of eCARTv5: a gradient-boosted machine-learning early warning score
2025 · External reference
Detecting deteriorating patients in the hospital: development and validation of a novel scoring system
10.1164/rccm.202007-2700oc · 2021 · External reference
Patterns in the recording of vital signs and early warning scores: compliance with a clinical escalation protocol
10.1136/bmjqs-2013-001954 · 2013 · External reference
The value of vital sign trends in predicting and monitoring clinical deterioration: a systematic review
10.1371/journal.pone.0210875 · 2019 · External reference
Electronic health record alerts for acute kidney injury: multicenter, randomized clinical trial
10.1136/bmj.m4786 · 2021 · External reference
Effectiveness of an artificial intelligence-enabled intervention for detecting clinical deterioration
10.1001/jamainternmed.2024.0084 · 2024 · External reference
Ultrasound-guided suprainguinal fascia iliaca compartment block in patients undergoing hip surgery: a systematic review and meta-analysis of randomized controlled trials
2024 · External reference
Effects of high-intensity progressive resistance training and targeted multidisciplinary treatment of frailty on mortality and nursing home admissions after hip fracture: a randomized controlled trial
10.1016/j.jamda.2011.08.005 · 2012 · External reference
Effect of oral nutritional supplementation on outcomes in older adults with hip fractures and factors influencing compliance
10.1302/0301-620x.105b11.bjj-2023-0139.r1 · 2023 · External reference
Effects of orthogeriatric care models on outcomes of hip fracture patients: a systematic review and meta-analysis
10.1007/s00223-021-00913-5 · 2022 · External reference
