Research map: Nursing Process Data for Healthcare Cost Prediction Using Machine Learning: a Longitudinal Study (Preprint)
Back to the article
Papers in this map
XGBoost
· Tianqi Chen · 2016 · 53618 citations · Cited by this paper
Perceptions and Intentions of Nursing Students Regarding Digital Health: Cross-Sectional Study
· 2026 · Related
Dermatologist-level classification of skin cancer with deep neural networks
· Andre Esteva · 2017 · 14446 citations · Cited by this paper
Artificial Intelligence–Enhanced Wound Care to Improve Access, Efficacy, and Equity in Wound Care for Older Adults in Rural and Remote Regions of Canada
· 2026 · Related
Big data analytics in healthcare: promise and potential
· Wullianallur Raghupathi · 2014 · 3076 citations · Cited by this paper
Exploring Health Professionals’ Knowledge and Perceptions of Telehealth Implementation in Multisite Public Hospitals of East Wollega Zone, Oromia, West Ethiopia: Cross-Sectional Study
· 2025 · Related
Scalable and accurate deep learning with electronic health records
· Alvin Rajkomar · 2018 · 2626 citations · Cited by this paper
Nurse-Led Ambient AI Scribe for Patient Safety Incident Investigation Reports (Project NARRATE): Retrospective Pre-Post Comparative Document-Quality Study (Preprint)
· 2026 · Related
Mining electronic health records: towards better research applications and clinical care
· Peter Bjødstrup Jensen · 2012 · 1721 citations · Cited by this paper
Barriers and Enablers for Sustaining Nurse-Led Use of Clinical Decision Support Tools for Antibiotic Stewardship: Qualitative Study
· 2026 · Related
Autoencoders and their applications in machine learning: a survey
· Kamal Berahmand · 2024 · 588 citations · Cited by this paper
Changes in Nurse-Patient Communication Through Health Technologies and Nursing Practices to Recognize and Support Limited Digital Health Literacy: Qualitative Study
· 2026 · Related
Ensemble Learning for Disease Prediction: A Review
· Palak Mahajan · 2023 · 399 citations · Cited by this paper
Voice-Based Structured Nursing Documentation Using Automatic Speech Recognition and Large Language Models: Development and Evaluation Study
· 2026 · Related
Healthcare predictive analytics using machine learning and deep learning techniques: a survey
· Mohammed Badawy · 2023 · 221 citations · Cited by this paper
Health Care Professionals’ Perspectives on the Use of a Wearable Device for Early Detection and Continuous Vital Signs Monitoring of Acute Respiratory Infections in Nursing Homes: Qualitative Study
· 2026 · Related
Looking Beyond Income and Education
· Tiffany Fitzpatrick · 2015 · 217 citations · Cited by this paper
Nursing diagnoses, interventions and outcomes – application and impact on nursing practice: systematic review
· Maria Müller‐Staub · 2006 · 213 citations · Cited by this paper
Algorithmic Prediction of Health-Care Costs
· Dimitris Bertsimas · 2008 · 211 citations · Cited by this paper
Harnessing the Power of AI: A Comprehensive Review of Its Impact and Challenges in Nursing Science and Healthcare
· Seema Yelne · 2023 · 189 citations · Cited by this paper
A Machine Learning Framework for Plan Payment Risk Adjustment
· Sherri Rose · 2016 · 95 citations · Cited by this paper
Predictive Modeling of Total Healthcare Costs Using Pharmacy Claims Data
· Christopher A. Powers · 2005 · 89 citations · Cited by this paper
Exploring the use of machine learning for risk adjustment: A comparison of standard and penalized linear regression models in predicting health care costs in older adults
· Hong J Kan · 2019 · 86 citations · Cited by this paper
Incorporating machine learning and social determinants of health indicators into prospective risk adjustment for health plan payments
· Jeremy Irvin · 2020 · 72 citations · Cited by this paper
Secondary use of standardized nursing care data for advancing nursing science and practice: a systematic review
· Tamara Gonçalves Rezende Macieira · 2019 · 70 citations · Cited by this paper
Machine learning for an explainable cost prediction of medical insurance
· Ugochukwu. E. Orji · 2023 · 67 citations · Cited by this paper
Evaluation of the Relationship Between Individual Well-Being and Future Health Care Utilization and Cost
· Patricia L. Harrison · 2012 · 65 citations · Cited by this paper
Testing Alternative Regression Frameworks for Predictive Modeling of Health Care Costs
· Ian G. Duncan · 2016 · 62 citations · Cited by this paper
Benchmarking missing-values approaches for predictive models on health databases
· Alexandre Perez-Lebel · 2022 · 58 citations · Cited by this paper
Predicting patient ‘cost blooms’ in Denmark: a longitudinal population-based study
· Suzanne R Tamang · 2017 · 51 citations · Cited by this paper
Comparison of Hospital Charge Prediction Models for Colorectal Cancer Patients: Neural Network vs. Decision Tree Models
· Seung-Mi Lee · 2004 · 40 citations · Cited by this paper
An integrative review of comprehensive nursing assessment tools developed based on Gordon's Eleven Functional Health Patterns
· Rita de Cássia Gengo e Silva Butcher · 2021 · 35 citations · Cited by this paper
Comparison of Machine Learning Algorithms for Predicting Hospital Readmissions and Worsening Heart Failure Events in Patients With Heart Failure With Reduced Ejection Fraction: Modeling Study
· Boshu Ru · 2023 · 30 citations · Cited by this paper
Prediction of health care expenditure increase: how does pharmacotherapy contribute?
· Annika M. Jödicke · 2019 · 29 citations · Cited by this paper
Deep learning for prediction of population health costs
· Philipp Drewe-Boß · 2022 · 27 citations · Cited by this paper
Impact of Implementing Electronic Nursing Records on Quality and Safety Indicators in Care
· Manel Chouchene Douma · 2024 · 17 citations · Cited by this paper
New Hybrid Deep Learning Models to Predict Cost From Healthcare Providers in Smart Hospitals
· Muhammad Hamza Bhatti · 2023 · 16 citations · Cited by this paper
Deep Learning for Histopathological Image Analysis
· Cédric Wemmert · 2021 · 10 citations · Cited by this paper
Estructura, sistemas y análisis de costos de la atención médica hospitalaria
· Acela Marlen Santamaría Benhumea · 2015 · 8 citations · Cited by this paper
Source: OpenAlex (CC0)