Improving the visualization of diabetes data and algorithmic recommendations for healthcare providers

T Scholich - 2023 - deepblue.lib.umich.edu
This study investigates how healthcare providers utilize diabetes data reports to inform
treatment decisions, aiming to design and evaluate novel interfaces that support clinical …

Augmenting clinicians' analytical workflow through task-based integration of data visualizations and algorithmic insights: a user-centered design study

T Scholich, S Raj, J Lee… - Journal of the American …, 2024 - academic.oup.com
Objectives To understand healthcare providers' experiences of using GlucoGuide, a mockup
tool that integrates visual data analysis with algorithmic insights to support clinicians' use of …

Towards a Regulatory Framework for Electronic Medical Record Data Visualization

R Shetty, K Keshavjee - The Role of Digital Health Policy and …, 2024 - ebooks.iospress.nl
Physicians struggle to retrieve data from electronic medical records. We evaluated a digital
tool that enhances physician efficiency in retrieving and analyzing patient information for …

A dashboard-based system for supporting diabetes care

A Dagliati, L Sacchi, V Tibollo, G Cogni… - Journal of the …, 2018 - academic.oup.com
Objective To describe the development, as part of the European Union MOSAIC (Models
and Simulation Techniques for Discovering Diabetes Influence Factors) project, of a …

A diabetes dashboard and physician efficiency and accuracy in accessing data needed for high-quality diabetes care

RJ Koopman, KM Kochendorfer… - The Annals of Family …, 2011 - Annals Family Med
PURPOSE We compared use of a new diabetes dashboard screen with use of a
conventional approach of viewing multiple electronic health record (EHR) screens to find …

Visualization of electronic health record data for decision-making in diabetes and congestive heart failure

SH Fischer, C Safran, KZ Gajos, A Wright - ACI Open, 2020 - thieme-connect.com
Objective The aim of this study is to study the impact of graphical representation of health
record data on physician decision-making to inform the design of health information …

Information visualization for diabetes management: a literature review

Y Zhang, AG Parker, C Dunne - … of the 14th EAI international conference …, 2020 - dl.acm.org
Type 1 diabetes is a chronic illness that affects millions of people. People with type 1
diabetes regularly collect multidimensional data which they use to improve their well-being …

[PDF][PDF] Predicting Comorbidities in Diabetic Patients and Visualizing Data for Improved Healthcare.

G Krishnan, W Haque - HEALTHINF, 2023 - scitepress.org
Diabetes is one of the most common chronic diseases in the world with patients being more
susceptible to develop additional comorbidities over time. In this research, we have used …

[图书][B] Visualizing Usage Data from a Diabetes Management System

DA Duce, C Martin, A Russell, D Brown, A Aldea… - 2020 - diglib.eg.org
This article explores the role for visualization in interpreting data collected by a customised
analytics framework within a healthcare technology project. It draws on the work of the EU …

[PDF][PDF] An information visualization approach to classification and assessment of diabetes risk in primary care

CA Harle, DB Neill, R Padman - Proc. 3rd INFORMS Workshop on …, 2008 - academia.edu
Chronic disease risk assessment is a common information processing task performed by
primary care physicians. However, efficiently and effectively integrating information about …