Visualization in eHealth

Design Practices for Data Dashboards in Health Care: Scoping Review

Heike Vornhagen, Stephen Barrett, Ciara Carroll, Lydia Kavochi Iladiva, Gregory Martin, Declan McKeown, Jennifer Martin

J Med Internet Res 2026 (Feb 25); 28:e77361

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Visualizing the Maternal Health Journey for Learning Health Systems: Mixed Methods Combined Experience Approach

Amanda L Joseph, Bilikis Oladimeji, Helen Monkman, Simon R Minshall, Melissa C Tan, Yuri Quintana

J Particip Med 2026 (Feb 19); 18:e82944

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Identification of Design Requirements for a Software Application for Use by Clinicians That Collects Acute Stroke Treatment Data During Clinical Workflow: Pilot Study

Adam Forward, Gizem Koca, Aymane Sahli, Noreen Kamal

JMIR Form Res 2025 (Dec 19); 9:e64800

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Data Visualization Support for Interdisciplinary Team Treatment Planning in Clinical Oncology: Scoping Review

Dominik Boehm, Cosima Strantz, Arsenij Ustjanzew, Iryna Manuilova, Alexander Scheiter, Thomas Pauli, Nicole Hechtel, Niklas Reimer, Jan Christoph, Hauke Busch, Thomas Ganslandt, Philipp Unberath

J Med Internet Res 2025 (Dec 09); 27:e69104

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Interpretation of Health-Smart Home Data and Implications for Clinical Decision-Making: Inductive Content Analysis

Gordana Dermody, Diane J Cook, Roschelle L Fritz

JMIR Nursing 2025 (Nov 21); 8:e75234

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DermaDashboard: Bridging the Gap Between FHIR Standards and Clinical Usability

Katarzyna Borys, Eva Maria Hartmann, Ahmad Idrissi-Yaghir, Elisabeth Livingstone, Georg Lodde, Cynthia Sabrina Schmidt, Philipp Winnekens, Christoph M Friedrich, René Hosch, Felix Nensa

JMIR Cancer 2025 (Oct 22); 11:e73691

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Innovative Integration of 4D Cardiovascular Reconstruction and Hologram: Framework Development of a New Visualization Tool for Coronary Artery Bypass Grafting Planning

Shuo Wang, Tong Ren, Nan Cheng, Li Zhang, Rong Wang

JMIR Med Inform 2025 (Sep 30); 13:e72237

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Deep Learning Radiomics Model Based on Computed Tomography Image for Predicting the Classification of Osteoporotic Vertebral Fractures: Algorithm Development and Validation

Jiayi Liu, Lincen Zhang, Yousheng Yuan, Jun Tang, Yongkang Liu, Liang Xia, Jun Zhang

JMIR Med Inform 2025 (Aug 29); 13:e75665

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Visualization of FDA Adverse Drug Reaction Reports: Development and Usability Study of the VisDrugs Web Server

Renjun Yang, Nuoya Yin, Yang Zhang, Francesco Faiola

JMIR Form Res 2025 (Jul 31); 9:e71519

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Building and Developing a Tool (PANDEM-2 Dashboard) to Strengthen Pandemic Management: Participatory Design Study

Carlos Tighe, Lem Ngongalah, Alexis Sentís, Francisco Orchard, Gheorghe-Aurel Pacurar, Conor Hayes, Jessica S Hayes, Adrian Toader, Máire A Connolly

JMIR Public Health Surveill 2025 (Mar 05); 11:e52119

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Design and Use of Patient-Facing Electronic Patient-Reported Outcomes and Sensor Data Visualizations During Outpatient Chemotherapy

Christianna Bartel, Leeann Chen, Weiyu Huang, Qichang Li, Qingyang Li, Jennifer Fedor, Krina C Durica, Carissa A Low

JMIR Cancer 2025 (Jan 10); 11:e62711

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Visualizing Patient Pathways and Identifying Data Repositories in a UK Neurosciences Center: Exploratory Study

Jo Knight, Vishnu Vardhan Chandrabalan, Hedley C A Emsley

JMIR Med Inform 2024 (Dec 24); 12:e60017

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Development, Implementation, and Evaluation Methods for Dashboards in Health Care: Scoping Review

Danielle Helminski, Jeremy B Sussman, Paul N Pfeiffer, Alex N Kokaly, Allison Ranusch, Anjana Deep Renji, Laura J Damschroder, Zach Landis-Lewis, Jacob E Kurlander

JMIR Med Inform 2024 (Dec 10); 12:e59828

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Advancing Progressive Web Applications to Leverage Medical Imaging for Visualization of Digital Imaging and Communications in Medicine and Multiplanar Reconstruction: Software Development and Validation Study

Mohammed A. AboArab, Vassiliki T. Potsika, Alexis Theodorou, Sylvia Vagena, Miltiadis Gravanis, Fragiska Sigala, Dimitrios I. Fotiadis

JMIR Med Inform 2024 (Dec 09); 12:e63834

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Toward Guidelines for Designing Holistic Integrated Information Visualizations for Time-Critical Contexts: Systematic Review

Ahmed Mohammed Patel, Weston Baxter, Talya Porat

J Med Internet Res 2024 (Nov 20); 26:e58088

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Leveraging the Electronic Health Record to Measure Resident Clinical Experiences and Identify Training Gaps: Development and Usability Study

Vasudha L Bhavaraju, Sarada Panchanathan, Brigham C Willis, Pamela Garcia-Filion

JMIR Med Educ 2024 (Nov 06); 10:e53337

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Data Visualization Preferences in Remote Measurement Technology for Individuals Living With Depression, Epilepsy, and Multiple Sclerosis: Qualitative Study

Sara Simblett, Erin Dawe-Lane, Gina Gilpin, Daniel Morris, Katie White, Sinan Erturk, Julie Devonshire, Simon Lees, Spyridon Zormpas, Ashley Polhemus, Gergely Temesi, Nicholas Cummins, Matthew Hotopf, Til Wykes, RADAR-CNS Consortium

J Med Internet Res 2024 (Oct 18); 26:e43954

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The Role of Visualization in Estimating Cardiovascular Disease Risk: Scoping Review

Adrijana Svenšek, Mateja Lorber, Lucija Gosak, Katrien Verbert, Zalika Klemenc-Ketis, Gregor Stiglic

JMIR Public Health Surveill 2024 (Oct 14); 10:e60128

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A Patient Similarity Network (CHDmap) to Predict Outcomes After Congenital Heart Surgery: Development and Validation Study

Haomin Li, Mengying Zhou, Yuhan Sun, Jian Yang, Xian Zeng, Yunxiang Qiu, Yuanyuan Xia, Zhijie Zheng, Jin Yu, Yuqing Feng, Zhuo Shi, Ting Huang, Linhua Tan, Ru Lin, Jianhua Li, Xiangming Fan, Jingjing Ye, Huilong Duan, Shanshan Shi, Qiang Shu

JMIR Med Inform 2024 (Jan 19); 12:e49138

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Visualization of Traditional Chinese Medicine Formulas: Development and Usability Study

Zhiyue Wu, Suyuan Peng, Liang Zhou

JMIR Form Res 2023 (Apr 21); 7:e40805

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