[图书][B] Health care information systems: a practical approach for health care management

KA Wager, FW Lee, JP Glaser - 2021 - books.google.com
… • How data governance and data analytics are being used to … an overview of the history and
use of health care information … Affordable Care Act, HIPAA, and national efforts to advance

The use of Data Envelopment Analysis (DEA) in healthcare with a focus on hospitals

S Kohl, J Schoenfelder, A Fügener… - … care management science, 2019 - Springer
analysis, and c) possible ways to apply the DEA analysis in practice. Finally, we discuss what
could be done to advance … 1984 and 2004, we review 262 publications that appeared from …

The importance of interpretability and visualization in machine learning for applications in medicine and health care

A Vellido - Neural computing and applications, 2020 - Springer
… and model visualization strategies in enhancing ML and CI interpretability. The rationale for
… the medical expert (ME) may seek from the data analyst (DA); to simplify the description of …

Axes of a revolution: challenges and promises of big data in healthcare

S Shilo, H Rossman, E Segal - Nature medicine, 2020 - nature.com
… In this Review, we first define big data in medicine and the … datasets in the medical domain
can advance healthcare tasks at a … and challenges of medical data analysis above. Additional …

Role of big data analytics capability in developing integrated hospital supply chains and operational flexibility: An organizational information processing theory …

W Yu, G Zhao, Q Liu, Y Song - Technological Forecasting and Social …, 2021 - Elsevier
… In Section 2, we develop a conceptual framework and review … and patients, thereby enhancing
hospital-patient integration. … deliver flexible and agile healthcare service for patients. Our …

Integrating social care into the delivery of health care: Moving upstream to improve the nation's health

, … Delivery of Health Care to Improve the Nation's Health - 2019 - books.google.com
… The types of digital tools available include predictive analytics, … to advancing health equity
and decreasing health disparities, and … The purpose of the evidence review was to gain an …

[图书][B] The health care data guide: learning from data for improvement

LP Provost, SK Murray - 2022 - books.google.com
… from existing health care data Clear … of data used in health care A step-by-step method for
making use of highly aggregated data for improvement Examples of using patient-level data in …

From big data to precision medicine

T Hulsen, SS Jamuar, AR Moody, JH Karnes… - Frontiers in …, 2019 - frontiersin.org
… In this review we summarize a number of the key challenges in using Big data analysis to …
information from on line searching and purchasing activities, and the health care system? …

The quintuple aim for health care improvement: a new imperative to advance health equity

S Nundy, LA Cooper, KS Mate - Jama, 2022 - jamanetwork.com
health care systems prioritize health equity, leaving health … the US health care system:
poor value and persistent health … focus on advancing improvement in health per dollar spent (…

Leveraging data science to combat COVID-19: A comprehensive review

S Latif, M Usman, S Manzoor, W Iqbal… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
… ] ChemML is a machine learning and informatics program that support and advance the
data… -19 for provision of virtual health services by healthcare practitioners to patients at their …