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Estimating One-Year Risk of Incident Chronic Kidney Disease: Retrospective Development and Validation Study Using Electronic Medical Record Data From the State of Maine

https://doi.org/10.2196/medinform.7954
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1001/archinte.164.16.1788openalex-snapshot
Detection of Chronic Kidney Disease With Laboratory Reporting of Estimated Glomerular Filtration Rate and an Educational Program
inferredcites →https://doi.org/10.1001/archinte.168.20.2268openalex-snapshot
Patient Awareness of Chronic Kidney Disease
inferredcites →https://doi.org/10.1001/jama.291.7.844openalex-snapshot
Predictors of New-Onset Kidney Disease in a Community-Based Population
inferredcites →https://doi.org/10.1001/jama.298.17.2038openalex-snapshot
Prevalence of Chronic Kidney Disease in the United States
inferredcites →https://doi.org/10.1016/j.amjmed.2011.09.009openalex-snapshot
A Risk Score for Chronic Kidney Disease in the General Population
inferredcites →https://doi.org/10.1016/j.hfc.2008.03.008openalex-snapshot
Epidemiology of Chronic Kidney Disease in Heart Failure
inferredcites →https://doi.org/10.1016/j.jjcc.2010.09.004openalex-snapshot
Chronic kidney disease and heart failure—Bidirectional close link and common therapeutic goal
inferredcites →https://doi.org/10.1016/s0140-6736(64)91919-1openalex-snapshot
A LOW-NITROGEN DIET WITH PROTEINS OF HIGH BIOLOGICAL VALUE FOR SEVERE CHRONIC URÆMIA
inferredcites →https://doi.org/10.1016/s0272-6386(03)00916-8openalex-snapshot
A population-based study of the incidence and outcomes of diagnosed chronic kidney disease
inferredcites →https://doi.org/10.1038/bjc.2014.639openalex-snapshot
Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD): The TRIPOD statement
inferredcites →https://doi.org/10.1038/ki.2010.531openalex-snapshot
Lower estimated GFR and higher albuminuria are associated with adverse kidney outcomes. A collaborative meta-analysis of general and high-risk population cohorts
inferredcites →https://doi.org/10.1038/kisup.2013.79openalex-snapshot
Risk factors for chronic kidney disease: an update
inferredcites →https://doi.org/10.1038/nrneph.2011.86openalex-snapshot
Early detection of CKD: the benefits, limitations and effects on prognosis
inferredcites →https://doi.org/10.1038/sj.ki.5002343openalex-snapshot
Chronic kidney disease as a global public health problem: Approaches and initiatives – a position statement from Kidney Disease Improving Global Outcomes
inferredcites →https://doi.org/10.1053/j.ajkd.2013.12.012openalex-snapshot
Cost-effectiveness of Primary Screening for CKD: A Systematic Review
inferredcites →https://doi.org/10.1053/j.ajkd.2015.12.014openalex-snapshot
US Renal Data System 2015 Annual Data Report: Epidemiology of Kidney Disease in the United States
inferredcites →https://doi.org/10.1081/jdi-200031733openalex-snapshot
Early Referral as an Independent Predictor of Clinical Outcome in End‐Stage Renal Disease on Hemodialysis and Continuous Ambulatory Peritoneal Dialysis
inferredcites →https://doi.org/10.1093/ndt/16.12.2357openalex-snapshot
Longer duration of predialysis nephrological care is associated with improved long‐term survival of dialysis patients
inferredcites →https://doi.org/10.1093/ndt/16.suppl_7.57openalex-snapshot
Identification of patients and risk factors in chronic kidney disease--evaluating risk factors and therapeutic strategies
inferredcites →https://doi.org/10.1093/ndt/17.7.1252openalex-snapshot
Late referral for end-stage renal disease: a region-wide survey in the south west of England
inferredcites →https://doi.org/10.1093/ndt/gfp114openalex-snapshot
Alcohol consumption and 5-year onset of chronic kidney disease: the AusDiab study
inferredcites →https://doi.org/10.1093/qjmed/hcm001openalex-snapshot
Derivation and validation of a clinical index for prediction of rapid progression of kidney dysfunction
inferredcites →https://doi.org/10.1111/j.1365-2044.2009.06228.xopenalex-snapshot
Benefits and risks of furosemide in acute kidney injury
inferredcites →https://doi.org/10.1136/bmj.c5869openalex-snapshot
Population based screening for chronic kidney disease: cost effectiveness study
inferredcites →https://doi.org/10.1136/bmj.g7594openalex-snapshot
Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD): the TRIPOD statement
inferredcites →https://doi.org/10.1145/2939672.2939785openalex-snapshot
XGBoost
inferredcites →https://doi.org/10.1159/000329929openalex-snapshot
Physical Activity in the Prevention of Chronic Kidney Disease
inferredcites →https://doi.org/10.1159/000468530openalex-snapshot
Magnesium Replacement Improves the Metabolic Profile in Obese and Pre-Diabetic Patients with Mild-to-Moderate Chronic Kidney Disease: A 3-Month, Randomised, Double-Blind, Placebo-Controlled Study
inferredcites →https://doi.org/10.1161/01.hyp.0000107251.49515.c2openalex-snapshot
Seventh Report of the Joint National Committee on Prevention, Detection, Evaluation, and Treatment of High Blood Pressure
inferredcites →https://doi.org/10.1177/106002809002400511openalex-snapshot
Angiotensin-Converting Enzyme Inhibitors and Renal Function
inferredcites →https://doi.org/10.1186/1471-2296-11-49openalex-snapshot
Predicting the risk of Chronic Kidney Disease in Men and Women in England and Wales: prospective derivation and external validation of the QKidney®Scores
inferredcites →https://doi.org/10.1186/1471-2369-10-25openalex-snapshot
Low documentation of chronic kidney disease among high-risk patients in a managed care population: a retrospective cohort study
inferredcites →https://doi.org/10.1186/1471-2369-12-45openalex-snapshot
A simplified clinical prediction score of chronic kidney disease: A cross-sectional-survey study
inferredcites →https://doi.org/10.1186/1471-2369-14-81openalex-snapshot
Detecting chronic kidney disease in population-based administrative databases using an algorithm of hospital encounter and physician claim codes
inferredcites →https://doi.org/10.1186/s12882-015-0065-xopenalex-snapshot
Risk factors and their interaction on chronic kidney disease: A multi-centre case control study in Taiwan
inferredcites →https://doi.org/10.1186/s12911-015-0162-6openalex-snapshot
Electronic medical record-based multicondition models to predict the risk of 30 day readmission or death among adult medicine patients: validation and comparison to existing models
inferredcites →https://doi.org/10.1197/jamia.m2846openalex-snapshot
Prediction of Chronic Obstructive Pulmonary Disease (COPD) in Asthma Patients Using Electronic Medical Records
inferredcites →https://doi.org/10.1370/afm.1302openalex-snapshot
Nonsteroidal Anti-Inflammatory Drug Use Among Persons With Chronic Kidney Disease in the United States
inferredcites →https://doi.org/10.1371/journal.pmed.1001809openalex-snapshot
Development and Validation of a Risk Score for Chronic Kidney Disease in HIV Infection Using Prospective Cohort Data from the D:A:D Study
inferredcites →https://doi.org/10.1371/journal.pone.0112944openalex-snapshot
Risk Prediction of Emergency Department Revisit 30 Days Post Discharge: A Prospective Study
inferredcites →https://doi.org/10.1371/journal.pone.0140271openalex-snapshot
Development, Validation and Deployment of a Real Time 30 Day Hospital Readmission Risk Assessment Tool in the Maine Healthcare Information Exchange
inferredcites →https://doi.org/10.1681/asn.2005121319openalex-snapshot
Importance of Blood Pressure Control in Chronic Kidney Disease
inferredcites →https://doi.org/10.1681/asn.2012040392openalex-snapshot
Medical Costs of CKD in the Medicare Population
inferredcites →https://doi.org/10.2196/ijmr.4022openalex-snapshot
Real-Time Web-Based Assessment of Total Population Risk of Future Emergency Department Utilization: Statewide Prospective Active Case Finding Study
inferredcites →https://doi.org/10.2196/jmir.4976openalex-snapshot
Online Prediction of Health Care Utilization in the Next Six Months Based on Electronic Health Record Information: A Cohort and Validation Study
inferredcites →https://doi.org/10.2196/medinform.6328openalex-snapshot
Web-based Real-Time Case Finding for the Population Health Management of Patients With Diabetes Mellitus: A Prospective Validation of the Natural Language Processing–Based Algorithm With Statewide Electronic Medical Records
inferredcites →https://doi.org/10.2215/cjn.03510708openalex-snapshot
Perception of Indications for Nephrology Referral among Internal Medicine Residents
inferredcites →https://doi.org/10.2215/cjn.03740907openalex-snapshot
Smoking
inferredcites →https://doi.org/10.2215/cjn.04200511openalex-snapshot
Predicting Renal Risk in the General Population
inferredcites →https://doi.org/10.2337/dc12-s004openalex-snapshot
Executive Summary: Standards of Medical Care in Diabetes—2012
inferredcites →https://doi.org/10.7326/0003-4819-123-10-199511150-00003openalex-snapshot
Blood Pressure Control, Proteinuria, and the Progression of Renal Disease
inferredcites →https://doi.org/10.7326/0003-4819-137-6-200209170-00007openalex-snapshot
The Timing of Specialist Evaluation in Chronic Kidney Disease and Mortality
inferredcites →https://doi.org/10.7326/0003-4819-159-12-201312170-00726openalex-snapshot
Screening, Monitoring, and Treatment of Stage 1 to 3 Chronic Kidney Disease: A Clinical Practice Guideline From the American College of Physicians
inferredcites →https://doi.org/10.7326/0003-4819-159-8-201310150-00007openalex-snapshot
Lifestyle Interventions for Patients With and at Risk for Type 2 Diabetes

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4185916openalex-extracted
Single Center Blind Testing of a Us Multi-Center Validated Diagnostic Algorithm for Kawasaki Disease in Asia
inferred← citeshttps://doi.org/10.1001/jamadermatol.2019.2335openalex-snapshot
Assessment of Deep Learning Using Nonimaging Information and Sequential Medical Records to Develop a Prediction Model for Nonmelanoma Skin Cancer
inferred← citeshttps://doi.org/10.1016/j.cjca.2021.11.009openalex-snapshot
A Primer on the Present State and Future Prospects for Machine Learning and Artificial Intelligence Applications in Cardiology
inferred← citeshttps://doi.org/10.1038/s41398-020-0684-2openalex-snapshot
Development of an early-warning system for high-risk patients for suicide attempt using deep learning and electronic health records
inferred← citeshttps://doi.org/10.1038/s41598-020-75629-xopenalex-snapshot
Kinetics of SARS-CoV-2 positivity of infected and recovered patients from a single center
inferred← citeshttps://doi.org/10.1109/access.2019.2928579openalex-snapshot
An Interpretable Disease Onset Predictive Model Using Crossover Attention Mechanism From Electronic Health Records
inferred← citeshttps://doi.org/10.1136/bmjopen-2020-047755openalex-snapshot
Predicting the risk of cancer in adults using supervised machine learning: a scoping review
inferred← citeshttps://doi.org/10.1186/s12889-025-24266-yopenalex-snapshot
Real-world risk stratification for coronary heart disease: a one-year prediction model using health information exchange data
inferred← citeshttps://doi.org/10.2196/10311openalex-snapshot
Assessing Statewide All-Cause Future One-Year Mortality: Prospective Study With Implications for Quality of Life, Resource Utilization, and Medical Futility
inferred← citeshttps://doi.org/10.2196/13260openalex-snapshot
Prediction of the 1-Year Risk of Incident Lung Cancer: Prospective Study Using Electronic Health Records from the State of Maine
inferred← citeshttps://doi.org/10.2196/23934openalex-snapshot
Electronic Medical Record–Based Case Phenotyping for the Charlson Conditions: Scoping Review
inferred← citeshttps://doi.org/10.2196/jmir.9268openalex-snapshot
Prediction of Incident Hypertension Within the Next Year: Prospective Study Using Statewide Electronic Health Records and Machine Learning
inferred← citeshttps://doi.org/10.2196/preprints.12668openalex-snapshot
Development and Implementation of an Early Warning System for High Risk Patients for Suicide Attempt Using Deep Learning and Electronic Health Records (Preprint)
inferred← citeshttps://doi.org/10.2196/publichealth.9681openalex-snapshot
Using Predictive Analytics to Identify Children at High Risk of Defaulting From a Routine Immunization Program: Feasibility Study
inferred← citeshttps://doi.org/10.26420/austinjnephrolhypertens.2021.1095openalex-snapshot
Association of Kidney-Related Safety Events with Incident Chronic Kidney Disease in Veterans
inferred← citeshttps://doi.org/10.3389/fimmu.2022.1031387openalex-snapshot
Single center blind testing of a US multi-center validated diagnostic algorithm for Kawasaki disease in Taiwan
inferred← citeshttps://doi.org/10.3389/fonc.2022.1080988openalex-snapshot
The application of machine learning to imaging in hematological oncology: A scoping review
inferred← citeshttps://doi.org/10.3390/jcm13051206openalex-snapshot
Optimizing Care Delivery in Patients with Chronic Kidney Disease in the United States: Proceedings of a Multidisciplinary Roundtable Discussion and Literature Review
inferred← citeshttps://doi.org/10.5888/pcd20.220380openalex-snapshot
Risk Prediction Score for Chronic Kidney Disease in Healthy Adults and Adults With Type 2 Diabetes: Systematic Review
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