A Task-Driven Visualization Framework for Diabetes Management

LS Low, WT Vong, BCS Loh, PHH Then - ASEAN Australian Engineering …, 2022 - Springer
Diabetes are chronic diseases that require patients to regularly manage their own health
conditions. The goal is to have their blood glucose levels under control by making frequent …

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 …

Hybrid Visualisation Recommender System of Patient-Generated Complex Diabetes Data

LS Low - 2023 - figshare.swinburne.edu.au
This research introduces MTViz, a novel hybrid visualisation recommender system
leveraging machine learning models to predict data analysis tasks and rule-based heuristics …

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 …

DiaVis: Exploration and Analysis of Diabetes through Visual Interactive System

M Rahman, MR Islam, S Akter, S Akter, L Islam… - Human-Centric Intelligent …, 2021 - Springer
Background Diabetes is a long-term disease characterized by high blood sugar and has
risen as a public health problem globally. Exploring and analyzing diabetes data is a timely …

[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 …

Designing an Interactive Visualization Tool for Electronic Health Records

V Lorenzini - 2024 - aaltodoc.aalto.fi
This thesis is done in collaboration with FinnGen, an international research project that
combines health record data from Finnish health registries with genetic data to better …

[PDF][PDF] Visualizing Usage Data from a Diabetes Management System

PD Ritsos, K Xu - radar.brookes.ac.uk
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 …

Reusable data visualization patterns for clinical practice

F Rabbi, JD Wake, T Nordgreen - … ICSMM 2020, Bergen, Norway, June 25 …, 2020 - Springer
Among clinical psychologists involved in guided internet-facilitated interventions, there is an
overarching need to understand patients symptom development and learn about patients …

[PDF][PDF] USING INFORMATION VISUALIZATION TO SUPPORT THE SELF-MANAGEMENT OF TYPE 2 DIABETES MELLITUS

J Wesson, M Naude - scholar.archive.org
The increasing number of individuals suffering from Type 2 Diabetes Mellitus highlights the
need for an effective tool for users to understand the relationship between their behaviors …