Assessment of utilization efficiency using machine learning techniques: A study of heterogeneity in preoperative healthcare utilization among super-utilizers-Reference-Cited by-同舟云学术

Assessment of utilization efficiency using machine learning techniques: A study of heterogeneity in preoperative healthcare utilization among super-utilizers

Published:2020-09 Issue:3 Volume:220 Page:714-720
ISSN:0002-9610
Container-title:The American Journal of Surgery
language:en
Short-container-title:The American Journal of Surgery

Author:

Hyer J. Madison,Paredes Anghela Z.,White Susan,Ejaz Aslam,Pawlik Timothy M.

Publisher

Elsevier BV

Subject

General Medicine,Surgery

Reference38 articles.

1. National health care spending in 2017: growth slows to post-great recession rates; Share of GDP stabilizes;Martin;Health Aff,2019

2. Concentration of Health Expenditures and Selected Characteristics of High Spenders;Mitchell,2015

3. Preoperative supervised exercise improves outcomes after elective abdominal aortic aneurysm repair: a randomized controlled trial;Barakat;Ann Surg,2016

4. Prehabilitation versus rehabilitation: a randomized control trial in patients undergoing colorectal resection for cancer;Gillis;Anesthesiology,2014

5. Proactive care of older people undergoing surgery (’POPS’): designing, embedding, evaluating and funding a comprehensive geriatric assessment service for older elective surgical patients;Harari;Age Ageing,2007

Cited by 15 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Assessing Oral Health in U.S. Children and Its Impact on Disparities of Overall Health and Health Expenditures: An Application Using Two-Stage Clustering;North American Actuarial Journal;2024-03-18

2. Artificial intelligence in anesthesiology;Artificial Intelligence in Clinical Practice;2024

3. Efficient Deep Learning Models for Predicting Super-Utilizers in Smart Hospitals;IEEE Access;2023

4. New Hybrid Deep Learning Models to Predict Cost From Healthcare Providers in Smart Hospitals;IEEE Access;2023

5. Concerns surrounding application of artificial intelligence in hip and knee arthroplasty;The Bone & Joint Journal;2022-12-01