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Analysis of length of hospital stay using electronic health records: A statistical and data mining approach

https://doi.org/10.1371/journal.pone.0195901
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Outgoing claims: the papers this work cites, builds on, or argues with.

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Hospital Process Orientation (HPO): The development of a measurement tool
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Blood transfusion in cardiac surgery is a risk factor for increased hospital length of stay in adult patients
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inferredcites →https://doi.org/10.48550/arxiv.1201.0490openalex-snapshot
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What points at this work

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inferred← citeshttps://doi.org/10.1093/ejcts/ezae293openalex-snapshot
Risk-adjusted discrete increases in length of stay by complication following anatomic lung resection: an analysis of 32 133 cases across the USA
inferred← citeshttps://doi.org/10.1093/intqhc/mzaf116openalex-snapshot
Prediction of prolonged length of stay from first 2 days of hospitalization data: a SHAP value-based variable selection method for a simplified model
inferred← citeshttps://doi.org/10.1093/jamia/ocad057openalex-snapshot
Clinical encounter heterogeneity and methods for resolving in networked EHR data: a study from N3C and RECOVER programs
inferred← citeshttps://doi.org/10.1093/jamia/ocae176openalex-snapshot
Effect of digital tools to promote hospital quality and safety on adverse events after discharge
inferred← citeshttps://doi.org/10.1093/jamiaopen/ooae074openalex-snapshot
In-hospital mortality, readmission, and prolonged length of stay risk prediction leveraging historical electronic patient records
inferred← citeshttps://doi.org/10.1093/occmed/kqae074openalex-snapshot
Clinical and socioeconomic factors predicting return-to-work times after cholecystectomy
inferred← citeshttps://doi.org/10.1097/as9.0000000000000547openalex-snapshot
Development of Multiservice Machine Learning Models to Predict Postsurgical Length of Stay and Discharge Disposition at the Time of Case Posting
inferred← citeshttps://doi.org/10.1097/bot.0000000000002508openalex-snapshot
The Lateral Femoral Cutaneous and Over the Hip (LOH) Block for the Surgical Management of Hip Fractures: A Safe and Effective Anesthetic Strategy
inferred← citeshttps://doi.org/10.1097/jhq.0000000000000347openalex-snapshot
Internal Operational Metrics and Center for Medicare and Medicaid Services Hospital Compare Quality Ratings
inferred← citeshttps://doi.org/10.1097/jhq.0000000000000498openalex-snapshot
Enhanced Discharge Bundles to Reduce Length of Stay
inferred← citeshttps://doi.org/10.1097/md.0000000000036731openalex-snapshot
The association of traditional obesity parameters with the length of stay among patients with coronary artery disease: A cross-sectional study
inferred← citeshttps://doi.org/10.1097/md.0000000000043105openalex-snapshot
Factors influencing hospital length of stay in febrile neutropenia: A retrospective cohort study of Turkish patients with solid tumors
inferred← citeshttps://doi.org/10.1097/mlr.0000000000001596openalex-snapshot
Hospital Length of Stay Prediction Methods
inferred← citeshttps://doi.org/10.1097/mlr.0000000000001975openalex-snapshot
Length of Stay Prediction With Standardized Hospital Data From Acute and Emergency Care Using a Deep Neural Network
inferred← citeshttps://doi.org/10.1097/nan.0000000000000377openalex-snapshot
Reducing Risks and Improving Vascular Access Outcomes
inferred← citeshttps://doi.org/10.1097/ncq.0000000000000778openalex-snapshot
Improving Throughput and Length of Stay Using Nurse Consultation in the Acute Adult Physical Rehabilitation Unit
inferred← citeshttps://doi.org/10.1097/nnr.0000000000000581openalex-snapshot
Mediating Effects of Coping Strategies on Quality of Life Following Extremity Injury
inferred← citeshttps://doi.org/10.1097/qmh.0000000000000451openalex-snapshot
Generation of Indicators to Assess Quality of Health Care in Hospital at Home Through e-Delphi
inferred← citeshttps://doi.org/10.1101/2020.03.29.20042028openalex-snapshot
Exploratory Analysis of Electronic Intensive Care Unit (eICU) Database
inferred← citeshttps://doi.org/10.1101/2022.10.14.22281106openalex-snapshot
Clinical encounter heterogeneity and methods for resolving in networked EHR data: A study from N3C and RECOVER programs
inferred← citeshttps://doi.org/10.1101/2024.04.15.24305875openalex-snapshot
Inhospital Mortality, Readmission, and Prolonged Length of Stay Risk Prediction Leveraging Historical Electronic Health Records
inferred← citeshttps://doi.org/10.1101/2025.01.30.25321434openalex-snapshot
A Hybrid Data-Driven Approach For Analyzing And Predicting Inpatient Length Of Stay In Health Centre
inferred← citeshttps://doi.org/10.1108/bpmj-07-2024-0622openalex-snapshot
A data-driven problem-solving approach to performance improvement in healthcare systems: a case study in Tehran heart center hospital
inferred← citeshttps://doi.org/10.1108/ijqrm-09-2024-0324openalex-snapshot
The digital voice of patients and Big Data in the age of Quality 4.0
inferred← citeshttps://doi.org/10.1109/access.2023.3260184openalex-snapshot
Bed Allocation Optimization Based on Survival Analysis, Treatment Trajectory and Costs Estimations
inferred← citeshttps://doi.org/10.1109/cbms49503.2020.00044openalex-snapshot
A Data-Driven Approach for Analyzing Healthcare Services Extracted from Clinical Records
inferred← citeshttps://doi.org/10.1109/iccda64887.2024.10867387openalex-snapshot
Predicting Health Care Facility Stay Duration: A Machine Learning Approach
inferred← citeshttps://doi.org/10.1109/icicyta60173.2023.10428826openalex-snapshot
Length of Stay Prediction for Diabetes Mellitus Patients on Indonesia Health Insurance Data using Logistic Regression and Process Mining
inferred← citeshttps://doi.org/10.1109/icoict66265.2025.11192918openalex-snapshot
Two step Outlier Detection to enhance XGBoost Accuracy in Predicting Length of Stay for Type 2 Diabetic Patients
inferred← citeshttps://doi.org/10.1109/ijcnn52387.2021.9533667openalex-snapshot
Deep Thompson Sampling for Length of Stay Prediction
inferred← citeshttps://doi.org/10.1109/lifetech53646.2022.9754924openalex-snapshot
Prediction of Hospitalization Cost and Length of Stay for Patients with Heart Failure Using Deep Learning
inferred← citeshttps://doi.org/10.1109/piecon56912.2023.10085762openalex-snapshot
Impact of Electronic Health Record Use on Length of Stay Management in a General Hospital in Saudi Arabia
inferred← citeshttps://doi.org/10.1109/tensymp54529.2022.9864447openalex-snapshot
A Machine Learning Approach for Predicting Patient's Length of Hospital Stay with Random Forest Regression
inferred← citeshttps://doi.org/10.1111/1744-1633.12739openalex-snapshot
Three‐dimensional stoma model education programme for robotic total mesorectal excision: A single‐centre experience
inferred← citeshttps://doi.org/10.1111/ajr.13212openalex-snapshot
Challenges of Dementia Care in a Regional Australian Hospital: Exploring Interventions to Minimise Length of Stay for Dementia Patients
inferred← citeshttps://doi.org/10.1111/anae.15667openalex-snapshot
Time to medical fitness for discharge following surgical evacuation of chronic subdural haematoma with general or regional anaesthesia: a prospective randomised trial
inferred← citeshttps://doi.org/10.1111/aor.14334openalex-snapshot
Machine learning and artificial intelligence in cardiac transplantation: A systematic review
inferred← citeshttps://doi.org/10.1111/ijcp.13991openalex-snapshot
Safety and efficacy of intravenous hydralazine and labetalol for the treatment of asymptomatic hypertension in hospitalised patients: A systematic review
inferred← citeshttps://doi.org/10.1111/imj.14962openalex-snapshot
Machine learning in the prediction of medical inpatient length of stay
inferred← citeshttps://doi.org/10.1111/imj.70343openalex-snapshot
Reducing length of hospital admissions by implementing same‐day general physician review in the emergency department of an Australian tertiary hospital
inferred← citeshttps://doi.org/10.1111/jgs.17833openalex-snapshot
Emergency and post‐emergency care of older adults with Alzheimer's disease/Alzheimer's disease related dementias
inferred← citeshttps://doi.org/10.1111/jnu.13045openalex-snapshot
Determinants of Prolonged Hospitalization in Children and Adolescents: A Retrospective Observational Study
inferred← citeshttps://doi.org/10.1111/jocn.16815openalex-snapshot
Effectiveness of interprofessional tracheostomy teams: A systematic review
inferred← citeshttps://doi.org/10.1111/jon.70015openalex-snapshot
Larger Perfusion Mismatch Volume Is Associated With Longer Hospital Length of Stay in Medium Vessel Occlusion Stroke
inferred← citeshttps://doi.org/10.1111/jrh.12711openalex-snapshot
Outcomes of farm compared to nonfarm pediatric injuries: A propensity‐matched analysis
inferred← citeshttps://doi.org/10.1111/opn.12662openalex-snapshot
Exploring Older People's Experiences and Factors Associated With 30‐Day Hospital Readmission: A Qualitative Study Using Interpretive Phenomenological Analysis
inferred← citeshttps://doi.org/10.1111/tme.12771openalex-snapshot
Adherence to blood product transfusion guidelines—An observational study of the current transfusion practice in a medical intensive care unit
inferred← citeshttps://doi.org/10.1126/scitranslmed.adf9556openalex-snapshot
A protein-free vaccine stimulates innate immunity and protects against nosocomial pathogens
inferred← citeshttps://doi.org/10.1136/bmjhci-2021-100498openalex-snapshot
Predicting surgical department occupancy and patient length of stay in a paediatric hospital setting using machine learning: a pilot study
inferred← citeshttps://doi.org/10.1136/bmjopen-2022-066457openalex-snapshot
Using routine healthcare data to determine the factors associated with hospital length of stay for hypertensive inpatients in Ghana, 2012–2017
inferred← citeshttps://doi.org/10.1136/bmjoq-2020-001141openalex-snapshot
Creating a culture of quality: our experience with providing feedback to frontline hospitalists
inferred← citeshttps://doi.org/10.1136/ihj-2021-000104openalex-snapshot
Effectiveness of a population-based integrated care model in reducing hospital activity: an interrupted time series analysis
inferred← citeshttps://doi.org/10.1136/leader-2025-001298openalex-snapshot
Impact of nature visibility on length of stay in the intermediate care unit: a quality improvement project
inferred← citeshttps://doi.org/10.1145/3472813.3472826openalex-snapshot
Modelling the hospital length of stay for patients undergoing laparoscopic cholecystectomy through a multiple regression model
inferred← citeshttps://doi.org/10.1145/3545729.3545770openalex-snapshot
A multiple regression model for modelling the hospital patients LOS’ of laparoscopic cholecystectomy: a bicentric study
inferred← citeshttps://doi.org/10.1145/3608298.3608329openalex-snapshot
Machine learning algorithms to study the hospitalization after cesarean section: a multicenter analysis
inferred← citeshttps://doi.org/10.1145/3698587.3701340openalex-snapshot
A Multi-task Learning Approach for Predicting Spatio-temporal Patient Variables
inferred← citeshttps://doi.org/10.1155/2022/7381982openalex-snapshot
[Retracted] Evaluation Model of Enterprise Lean Management Effect Based on Data Mining
inferred← citeshttps://doi.org/10.1155/2022/9517029openalex-snapshot
Length of Stay Prediction Model of Indoor Patients Based on Light Gradient Boosting Machine
inferred← citeshttps://doi.org/10.1155/2023/9673395openalex-snapshot
Optimization of Tree‐Based Machine Learning Models to Predict the Length of Hospital Stay Using Genetic Algorithm
inferred← citeshttps://doi.org/10.1177/0003134820956333openalex-snapshot
Comparing Surgical Outcomes Among Patients Admitted for Small Bowel Obstruction on Weekend vs. Weekday
inferred← citeshttps://doi.org/10.1177/0018578720942227openalex-snapshot
STOPP-START Medication Review: A Non-Randomized Trial in an Indonesian Tertiary Hospital to Improve Medication Appropriateness and to Reduce the Length of Stay of Older Adults
inferred← citeshttps://doi.org/10.1177/00185787261485529openalex-snapshot
Predictors of Prolonged Length of Stay and Perioperative Antibiotic Use Patterns in General Surgery: A Single-Centre Observational Study
inferred← citeshttps://doi.org/10.1177/08980101241229481openalex-snapshot
Healthcare Quality Received by Insured Patients in Two Indonesian Regional Public Hospitals
inferred← citeshttps://doi.org/10.1177/17562872221080737openalex-snapshot
Patient characteristics predicting prolonged length of hospital stay following robotic-assisted radical prostatectomy
inferred← citeshttps://doi.org/10.1177/17562872231191654openalex-snapshot
Preoperative predictors of prolonged length of stay in radical cystectomy: a retrospective study using the American College of Surgeons-National Surgical Quality Improvement Program Dataset
inferred← citeshttps://doi.org/10.1177/19375867211031305openalex-snapshot
Evaluating the Effective Factors of Hospital Rooms on Patients’ Recovery Using the Data Mining Method
inferred← citeshttps://doi.org/10.1177/19458924231193527openalex-snapshot
Predictors of Prolonged Length of Stay After Pituitary Adenoma Resection: A Large Cohort Analysis Using the National Inpatient Sample (2016-2019)
inferred← citeshttps://doi.org/10.1177/20552076261443021openalex-snapshot
A sequential machine learning framework for ICU and hospital length of stay prediction from admission-time data
inferred← citeshttps://doi.org/10.1177/21501327211054281openalex-snapshot
Early Determinants of Length of Hospital Stay: A Case Control Survival Analysis among COVID-19 Patients admitted in a Tertiary Healthcare Facility of East India
inferred← citeshttps://doi.org/10.1177/22104917221075830openalex-snapshot
Introducing Virtual Prehabilitation to a UK Elective Total Hip Replacement service to improve patient outcomes: An overview of the literature and proposed implementation plan
inferred← citeshttps://doi.org/10.1177/23333928211035581openalex-snapshot
Trends in Medical and Surgical Admission Length of Stay by Race/Ethnicity and Socioeconomic Status: A Time Series Analysis
inferred← citeshttps://doi.org/10.1186/s12871-023-02260-4openalex-snapshot
Total intravenous anesthesia decreases hospital stay but not incidence of postoperative pulmonary complications after lung resection surgery: a propensity score matching study
inferred← citeshttps://doi.org/10.1186/s12874-022-01685-8openalex-snapshot
A comparison of statistical methods for modeling count data with an application to hospital length of stay
inferred← citeshttps://doi.org/10.1186/s12887-025-05892-2openalex-snapshot
Short-midterm outcomes of preoperative extrauterine growth restriction in premature infants with critical congenital heart disease after surgery
inferred← citeshttps://doi.org/10.1186/s12893-025-03358-xopenalex-snapshot
Postoperative hospital stay and associated factors among adult surgical patients at a specialized hospital in Ethiopia
inferred← citeshttps://doi.org/10.1186/s12911-022-02027-wopenalex-snapshot
Evaluation of factors that influenced the length of hospital stay using data mining techniques
inferred← citeshttps://doi.org/10.1186/s12911-024-02755-1openalex-snapshot
Explainable predictions of a machine learning model to forecast the postoperative length of stay for severe patients: machine learning model development and evaluation
inferred← citeshttps://doi.org/10.1186/s12913-022-08502-4openalex-snapshot
Experiences of family caregivers of patients with post-traumatic hydrocephalus from hospital to home: a qualitative study
inferred← citeshttps://doi.org/10.1186/s12913-024-11030-yopenalex-snapshot
Postpartum length of hospital stay among obstetric patients in Ibadan, Nigeria
inferred← citeshttps://doi.org/10.1186/s12913-025-12623-xopenalex-snapshot
A comparative study of neuro-fuzzy and neural network models in predicting length of stay in university hospital
inferred← citeshttps://doi.org/10.1186/s13104-026-07644-6openalex-snapshot
Robustness of zero truncated negative binomial models over traditional models with application to analysing factor association to length of ICU stay in a middle-income country
inferred← citeshttps://doi.org/10.1186/s40352-021-00157-3openalex-snapshot
Slipping through: mobility’s influence on infectious disease risks for justice-involved women in Canada
inferred← citeshttps://doi.org/10.1186/s41182-022-00491-8openalex-snapshot
Factors associated with prolonged hospitalization of patients with corona virus disease (COVID-19) in Uganda: a retrospective cohort study
inferred← citeshttps://doi.org/10.12968/jowc.2024.0339openalex-snapshot
Effects of single-use negative pressure wound therapy on healthcare use: US analysis of a large claims database
showing the first 200 of 342
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