"Less words, more pictures": creating and sharing data visualizations from a remote health monitoring system with clinicians to improve cancer pain management

"Less words, more pictures": creating and sharing data visualizations from a remote health monitoring system with clinicians to improve cancer pain management 
Frontiers in Digital Health; by Virginia LeBaron, Natalie Crimp, Nutta Homdee, Kelly Reed, Victoria Petermann, William Ashe, Leslie Blackhall, Bryan Lewis; 4/23/25 
Background: The Behavioral and Environmental Sensing and Intervention for Cancer (BESI-C) is a remote health monitoring system (RHMS) developed by our interdisciplinary team that collects holistic physiological, behavioral, psychosocial, and contextual data related to pain from dyads of patients with cancer and their family caregivers via environmental and wearable (smartwatch) sensors. Conclusion: Clinicians desired higher-level (i.e., less granular/detailed) views of complex sensing data with a "take home" message that can be quickly processed. ... integrating these data into clinical workflows is critical to ensure these types of data can optimally inform the patient's plan of care. Future work should focus on customizing data visualization formats and viewing options, as well as explore ethical issues related to sharing data visualizations with key stakeholders.