A systematic literature review of predicting patient discharges using statistical methods and machine learning

M Pahlevani, M Taghavi, P Vanberkel - Health Care Management Science, 2024 - Springer
Discharge planning is integral to patient flow as delays can lead to hospital-wide
congestion. Because a structured discharge plan can reduce hospital length of stay while …

Assessing urban security and safety smartness: A systematic review of key performance indicators

FJ Gallardo‐Amores, C Del‐Real… - IET Smart …, 2025 - Wiley Online Library
The smart city framework has become a key approach to addressing urbanisation
challenges over the last 2 decades. While KPIs have been developed for various smart city …

Machine learning decision support model for discharge planning in stroke patients

Y Cui, L ** prediction models for 30-day readmission after stroke among Medicare beneficiaries
M Rahmati, J Cho, N Fell, M Sartipi - SoutheastCon 2022, 2022 - ieeexplore.ieee.org
Early identification of patients with high risk of hospital readmission can have substantial
implications for hospitals and clinicians for providing improved quality of care and proper …

Social determinants of health and outcome disparities in spine tumor surgery. Part 1: An analysis of 6.6 million nationwide admissions

OY Tang, C Ayala, JR Feler, RA Sastry, AI Bajaj… - … of Neurosurgery: Spine, 2024 - thejns.org
OBJECTIVE Earlier research has demonstrated that social determinants of health (SDoH)
impact neurosurgical access and outcomes, but these trends are less characterized for …

Association between patient-reported frailty and nonhome discharge among older patients with acute stroke: A prospective study

Y Cui, C Meng, L **ang, Y Luo, X Song… - Clinical …, 2024 - journals.sagepub.com
Objective To investigate the association between prestroke frailty and nonhome discharge,
prolonged length of stay as well as functional outcomes. Design Prospective observational …

Effect of Algoplaque hydrocolloid dressing combined with Nanosilver antibacterial gel under predictive nursing in the treatment of medical device‐related pressure …

C Li, H Chen, G You - Computational and Mathematical …, 2022 - Wiley Online Library
It was aimed at the clinical value of predictive nursing and Algoplaque hydrocolloid dressing
(AHD) combined with nanosilver antibacterial gel in treating medical device‐related …

Decreased readmission rates following use of modified trauma-specific frailty index in older trauma patients: A follow-up study

S Saberian, C Mustroph, L **ang, K Udobi, EW Childs… - Injury, 2023 - Elsevier
Introduction Post-discharge readmission rates using modified Trauma-Specific Frailty Index
(mTSFI) compared to the Emergency Severity Index (ESI) are unknown. In our pilot study, we …

Caring for the Vulnerable and Disadvantaged

SE Ibrikji, MD Shumei Man - Journal of Experimental …, 2022 - scientificarchives.com
Readmission after ischemic stroke is common and poses immense social and financial
burden on the patient, family, and healthcare system. It is therefore crucial for caregivers to …

Efektivitas discharge planning passion stroke terhadap readmits dan lama Rabat: Tinjauan sistematis

AJ Laely, N Nursalam, F Effendy - NURSCOPE: Jurnal Penelitian dan … - jurnal.unissula.ac.id
Pendahuluan: Stroke masih merupakan penyakit yang berdampak terhadap beban biaya
kesehatan tertinggi di Indonesi. Readmisi dan Lama rawat pasien di rumah sakit merupakan …