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We surveyed every state and the District of Columbia to see what patient specific information states release on hospital visits and how much potentially identifiable information is released in those records. Thirty-three states release…

计算机与社会 · 计算机科学 2013-07-23 Sean Hooley , Latanya Sweeney

With the aim of informing sound policy about data sharing and privacy, we describe successful re-identification of patients in an Australian de-identified open health dataset. As in prior studies of similar datasets, a few mundane facts…

计算机与社会 · 计算机科学 2017-12-18 Chris Culnane , Benjamin I. P. Rubinstein , Vanessa Teague

People increasingly turn to the Internet when they have a medical condition. The data they create during this process is a valuable source for medical research and for future health services. However, utilizing these data could come at a…

计算机科学与博弈论 · 计算机科学 2020-03-24 Gilie Gefen , Omer Ben-Porat , Moshe Tennenholtz , Elad Yom-Tov

False information has a significant negative influence on individuals as well as on the whole society. Especially in the current COVID-19 era, we witness an unprecedented growth of medical misinformation. To help tackle this problem with…

计算与语言 · 计算机科学 2022-04-27 Ivan Srba , Branislav Pecher , Matus Tomlein , Robert Moro , Elena Stefancova , Jakub Simko , Maria Bielikova

Accurate estimation of healthcare costs is crucial for healthcare systems to plan and effectively negotiate with insurance companies regarding the coverage of patient-care costs. Greater accuracy in estimating healthcare costs would provide…

机器学习 · 计算机科学 2022-06-02 Alex Taylor , Ross Kleiman , Scott Hebbring , Peggy Peissig , David Page

Health insurance claims data offer a unique opportunity to study disease distribution on a large scale. Challenges arise in the process of accurately analyzing these raw data. One important challenge to overcome is the accurate…

计算机与社会 · 计算机科学 2021-11-09 Joshua Lambert , Harpal Sandhu , Emily Kean , Teenu Xavier , Aviv Brokman , Zachary Steckler , Lee Park , Arnold Stromberg

America has one of the best medical systems in the world. The medical treatment care options offered by the medical system make it sophisticated. However, many American patients are not receiving health care on a regular basis, and at the…

计算机与社会 · 计算机科学 2022-07-05 Seongwoo Choi

Sepsis accounts for more than 50% of hospital deaths, and the associated cost ranks the highest among hospital admissions in the US. Improved understanding of disease states, severity, and clinical markers has the potential to significantly…

Healthcare information systems deal with a large amount of Personally Identifiable Information related to patients like dates of birth and social security numbers, patients health information and history, and financial information like…

密码学与安全 · 计算机科学 2022-02-15 Sreejith Gopinath , Aspen Olmsted

In this paper we analyze the US Patient Referral Network (also called the Shared Patient Network) and various subnetworks for the years 2009--2015. In these networks two physicians are linked if a patient encounters both of them within a…

社会与信息网络 · 计算机科学 2017-11-10 Chuankai An , A. James O'Malley , Daniel N. Rockmore , Corey D. Stock

Ontario (Canada) Health System stakeholders support the idea and necessity of the integrated source of data that would include both clinical (e.g. diagnosis, intervention, length of stay, case mix group) and financial (e.g. cost per…

计算工程、金融与科学 · 计算机科学 2008-02-29 Peter Andru , Alexei Botchkarev

Pain is a common reason for accessing healthcare resources and is a growing area of research, especially in its overlap with mental health. Mental health electronic health records are a good data source to study this overlap. However, much…

计算与语言 · 计算机科学 2023-04-06 Jaya Chaturvedi , Sumithra Velupillai , Robert Stewart , Angus Roberts

In today's health care establishments there is a great diversity of information systems. Each with different specificities and capacities, proprietary communication methods, and hardly allow scalability. This set of characteristics hinders…

计算机与社会 · 计算机科学 2023-02-25 W. G Prabath Jayatissa , Vajira H W Dissanayake , Roshan Hewapathirane

With large volumes of detailed health care data being collected, there is a high demand for the release of this data for research purposes. Hospitals and organizations are faced with conflicting interests of releasing this data and…

其他计算机科学 · 计算机科学 2015-05-27 William Lee Croft , Wei Shi , Jorg-Rudiger Sack , Jean-Pierre Corriveau

Background: Access to medical care is strongly dependent on resource allocation, such as the geographical distribution of medical facilities. Nevertheless, this data is usually restricted to country official documentation, not available to…

This paper presents an example of how demographical characteristics of patients influence their susceptibility to certain medical conditions. In this paper, we investigate the association of health conditions to age of patients in a…

应用统计 · 统计学 2017-01-10 Fahad Alhasoun , May Alhazzani , Marta C. González

The open data movement constitutes an approach to achieving accountability for government organizations, and is aligned with one of the sustainable development goals outlined by the United Nations. In the area of health care, government…

计算机与社会 · 计算机科学 2017-10-31 A. Ravishankar Rao , Daniel Clarke

Health care claims data refer to information generated from interactions within health systems. They have been used in health services research for decades to assess effectiveness of interventions, determine the quality of medical care,…

应用统计 · 统计学 2018-01-16 Jacob Spertus , Samrachana Adhikari , Sharon-Lise Normand

The technical capacity to monitor patients with a mobile device has drastically expanded, but data produced from this approach are often difficult to interpret. We present a solution to produce a meaningful representation of patient status…

Due to rapidly rising healthcare costs worldwide, there is significant interest in controlling them. An important aspect concerns price transparency, as preliminary efforts have demonstrated that patients will shop for lower costs, driving…

机器学习 · 计算机科学 2023-04-06 A. Ravishankar Rao , Subrata Garai , Soumyabrata Dey , Hang Peng
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