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How to Improve Pancreatic Cancer Network Care Using a Human-Centered Design Sprint

How to Improve Pancreatic Cancer Network Care Using a Human-Centered Design Sprint

With this study, we contribute to the knowledge of improving network care, from the perspective of the clinician. Third, we have shown, by using a HCD Sprint, that the first steps to changing and improving a current workflow does not require commitment of months or years, but may take only a week. Clinicians play a crucial role in improving health care, and we have shown with this HCD sprint that they can make a valuable contribution without the requirement to commit to a lengthy, time-consuming project.

Jana S Hopstaken, Mats Koeneman, Robin Hooijer, Concha C van Rijssel, Theo van Voorthuizen, Frank A Oort, Charlotte F J M Blanken, Martijn de Groot, Cees J H M van Laarhoven, Martijn W J Stommel

J Med Internet Res 2025;27:e55598


Exploring the Perspectives of Pediatric Health Care Providers, Youth Patients, and Caregivers on Machine Learning Suicide Risk Classification: Mixed Methods Study

Exploring the Perspectives of Pediatric Health Care Providers, Youth Patients, and Caregivers on Machine Learning Suicide Risk Classification: Mixed Methods Study

Other ethical concerns involved the consequences of inaccurately classifying a patient’s level of risk, inadequate expertise or training of the clinician to interpret the flag and respond appropriately, use of population-level or irrelevant data as model inputs, potential to negatively impact quality of care, compromising patient confidentiality, and care standards in cases where high-risk patients do not present to their visit.

Rohan R Dayal, Pua Lani Yang, Laura Nicole Sisson, Mira Bajaj, Shannon Archuleta, Sophie Yao, Daniel H Park, Hanae Fujii-Rios, Emily E Haroz

J Med Internet Res 2025;27:e57602


Professional-Facing Digital Health Technology for the Care of Patients With Chronic Pain: Scoping Review

Professional-Facing Digital Health Technology for the Care of Patients With Chronic Pain: Scoping Review

Many studies did not specify the type of HCP and referred to their intended end user as “healthcare professional,” “clinician,” “clinical team,” or “healthcare provider” (8/52, 15%) [40,41,43,52,59,65,83,88]. The target settings for the DHTs also varied significantly across the included studies. The most common type of setting was primary care (12/52, 23%) [40,55,57,61-64,67,76,82,84,89].

Haruno McCartney, Ashleigh Main, Natalie McFayden Weir, Harleen Kaur Rai, Maryam Ibrar, Roma Maguire

J Med Internet Res 2025;27:e66457


Impact of the Kidney Score Platform on Communication About and Patients’ Engagement With Chronic Kidney Disease Health: Pre–Post Intervention Study

Impact of the Kidney Score Platform on Communication About and Patients’ Engagement With Chronic Kidney Disease Health: Pre–Post Intervention Study

A clinician diagnosis of CKD has been associated with increased delivery of evidence-based care, as well as increased patient awareness of their kidney disease [9-11]. However, clinician detection of CKD and communication about kidney disease in the United States are suboptimal [12,13].

Delphine Tuot, Susan Crowley, Lois Katz, Joseph Leung, Delly Alcantara-Cadillo, Christopher Ruser, Elizabeth Talbot-Montgomery, Joseph Vassalotti

JMIR Form Res 2025;9:e56855


Authors’ Reply: Advancing Digital Health Integration in Oncology

Authors’ Reply: Advancing Digital Health Integration in Oncology

Our study underscored the critical role of clinician endorsements as external motivators that significantly influence both the intention to use and the actual usage of health care apps. However, the real-world application of digital tools in clinical settings often reveals a gap between controlled study environments and everyday clinical practice. In addressing this, we aimed to minimize such discrepancies by using commercial apps without structured reminders, thus fostering more natural user engagement.

Yura Lee, Ye-Eun Park

J Med Internet Res 2025;27:e72477


Advancing Digital Health Integration in Oncology

Advancing Digital Health Integration in Oncology

To conclude, Park et al [1] have laid a solid foundation for understanding how patients with cancer adopt health care apps, emphasizing the centrality of user experience and clinician endorsement. However, broader integration of telemedicine advances, joint patient-provider acceptance, and interactive patient portal functionalities could drive higher engagement rates and better patient outcomes across diverse populations.

Rai Muhammad Umar Khan, Hassan Tariq

J Med Internet Res 2025;27:e70316


AI for IMPACTS Framework for Evaluating the Long-Term Real-World Impacts of AI-Powered Clinician Tools: Systematic Review and Narrative Synthesis

AI for IMPACTS Framework for Evaluating the Long-Term Real-World Impacts of AI-Powered Clinician Tools: Systematic Review and Narrative Synthesis

Intervention: AI-powered clinician tools Focus is on AI-powered clinician tools: the search targeted manuscript titles containing the terms (AI OR “Artificial Intelligence”). Comparator: not applicable There were no restrictions on eligible conditions for inclusion. Outcome: assessment criteria The search targeted manuscript titles also containing AND (assessment OR assess OR evaluation OR evaluating OR effectiveness OR efficacy OR quality OR efficiency OR usability OR usefulness).

Christine Jacob, Noé Brasier, Emanuele Laurenzi, Sabina Heuss, Stavroula-Georgia Mougiakakou, Arzu Cöltekin, Marc K Peter

J Med Internet Res 2025;27:e67485