Co-creating a program theory and evaluability assessment for an Irish single-session, synchronous chat-based youth mental health intervention: implications for outcome evaluation [0.03%]
Maria Tibbs,Maeve Dwan-O&#x;Reilly,Alexis Carey et al.
Maria Tibbs et al.
Introduction: Single-session online synchronous chat offers immediate, anonymous, single-session support for young people. However, the drop-in format attracts a diverse population with urgent and varied needs, creating c...
Digital health literacy and sociodemographic characteristics of patients undergoing total hip or knee arthroplasty-a cross-sectional study [0.03%]
Ingrid Kismul Nordmo,Anners Lerdal,Caryl L Gay et al.
Ingrid Kismul Nordmo et al.
Background: Digital solutions may increase sustainability in healthcare for patients undergoing total hip or knee arthroplasty (THA, TKA). Little information exists on these patients' digital health literacy levels. ...
Planning and delivering co-creation workshops: practical lessons from digital health device design [0.03%]
Aidan McConnell-Trevillion,Lynda Webb,Wei Ju et al.
Aidan McConnell-Trevillion et al.
Co-creation methods are increasingly recognised as essential in digital health and care, yet engineers and physical scientists new to the field often find the literature highly theoretical, fragmented, and difficult to apply in practice. Th...
Development and interpretable machine learning models for classification of pancreatic pseudocyst risk in acute pancreatitis [0.03%]
Hailong Feng,Ping Wang,Weihan He et al.
Hailong Feng et al.
Introduction: Pancreatic pseudocysts (PPC) are a late local complication of acute pancreatitis (AP). Persistent PPC carry a high risk of severe outcomes. Existing models, which are predominantly based on logistic regressi...
Implementing AI innovation in radiology departments in the English NHS: a qualitative study on the experiences of professionals, patient groups and innovators [0.03%]
Charitini Stavropoulou,Harry Scarbrough,Janette Rawlinson et al.
Charitini Stavropoulou et al.
Introduction: Digital solutions and Artificial Intelligence (AI) innovations are often presented as the answer to many challenges faced by healthcare systems around the world. The UK government has made significant invest...
Qingyu Wang,Ziheng Gong,Zou Lai et al.
Qingyu Wang et al.
Large language models are rapidly moving from theoretical concepts to active clinical pilots. Current approaches diverge between general-purpose models, which adapt to healthcare via prompt engineering, and domain-specific models, which pri...
Development and Evaluation of a Hallucination Awareness Scale for Healthcare Professionals and its impact on diagnostic confidence [0.03%]
Urvashi Tandon
Urvashi Tandon
Generative artificial intelligence (Gen AI) has gained immense significance in recent years, particularly in the field of healthcare. Despite its significant role in streamlining healthcare-related tasks, there remain unanswered concerns re...
Samantha Salvi Cruz,Jamie Toghranegar,Bradley Malin et al.
Samantha Salvi Cruz et al.
The 2025 Voice AI Symposium represented a transition from conceptual research to clinical implementation in vocal biomarker science. Hosted by the NIH-funded Bridge2AI-Voice consortium, the meeting convened global experts to address the met...
Correction: Feasibility and reliability of a smartwatch to detect atrial fibrillation after cardiac surgery: a prospective study [0.03%]
Konrad Schreier,Michael Borger,Alireza Sepehri Shamloo et al.
Konrad Schreier et al.
[This corrects the article DOI: 10.3389/fdgth.2025.1718350.]. Keywords: atrial fibrillation; cardiac surgery...
Published Erratum
Frontiers in digital health. 2026 Mar 16:8:1818164. DOI:10.3389/fdgth.2026.1818164 2026
Madhur Mangalam,Ken Kiyono
Madhur Mangalam
Digital biomarker research has generated thousands of publications demonstrating associations between sensor-derived measures and clinical conditions, yet clinical adoption remains negligible. We identify a foundational problem: the field l...