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Remote monitoring can help clinicians provide timely services and enable patients to engage in managing their medical conditions. Unfortunately, little is known about the national utilization of remote monitoring across the United States. Using 2019-2023 Medicare data encompassing 100% of professional services billed to and reimbursed by Medicare, we conducted a national analysis of remote-monitoring utilization. A total of 13 529 594 remote-monitoring services (remote patient monitoring and remote therapeutic monitoring), corresponding to $664 518 754, occurred between 2019 and 2023. Remote patient monitoring was most frequently delivered by primary care clinicians, accounting for 6 377 468 (48%) of all services, whereas remote therapeutic monitoring was most frequently delivered by other specialists, accounting for 173 621 (51%) services. With respect to place of service, most remote patient monitoring occurred in physician offices (12 135 569; 92%) compared with at home (540 219; 4%), or other care sites (515 302; 4%). Most remote therapeutic monitoring occurred in physician offices (322 156; 95%) compared with at home (12 560; 4%), or other care sites (3788; 1%). Our study results highlight the salient use of remote monitoring across clinical specialties and the need to address adoption barriers in certain care sites to further enhance utilization.
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http://dx.doi.org/10.1093/haschl/qxaf115 | DOI Listing |
J Orthop Res
September 2025
Department of Kinesiology, College of Health Sciences, University of Rhode Island, Kingston, Rhode Island, USA.
Arthroplasty surgery is a common and successful end-stage intervention for advanced osteoarthritis. Yet, postoperative outcomes vary significantly among patients, leading to a plethora of measures and associated measurement approaches to monitor patient outcomes. Traditional approaches rely heavily on patient-reported outcome measures (PROMs), which are widely used, but often lack sensitivity to detect function changes (e.
View Article and Find Full Text PDFCardiol Rev
September 2025
Department of Medicine, New York Medical College, Valhalla, NY.
Atrial fibrillation (AF) is a prevalent and complex cardiac arrhythmia requiring multifaceted management strategies. This review explores the integration of large language models (LLMs) and machine learning into AF care, with a focus on clinical utility, privacy preservation, and ethical deployment. Federated and transfer learning methods have enabled high-performance predictive modeling across distributed datasets without compromising data security.
View Article and Find Full Text PDFMar Pollut Bull
September 2025
Research Institute for Applied Mechanics, Kyushu University, Japan.
Effective reduction of oceanic plastic pollution requires scalable and objective monitoring methods that go beyond traditional human-based surveys. This review synthesizes recent advances in remote sensing and AI-driven image analysis for detecting macro-plastic litter. Peer-reviewed studies published up to 2024 were systematically selected from the Scopus database, focusing on applications of remote sensing platforms including webcams, drones, balloons, aircraft, and satellites for monitoring plastic litter in coastal, riverine, and other aquatic environments.
View Article and Find Full Text PDFJ Med Internet Res
September 2025
Centre Hospitalier Rives de Seine, Courbevoie, France.
Background: Every year in France, 40% of people aged ≥80 years are hospitalized, with an average length of hospital stay of 25 days and a readmission rate of 14% to 30% within the month following discharge. This situation is putting pressure on the health care system, encouraging the reinforcement of home care to reduce avoidable hospitalization. The EPOCA remote patient monitoring (RPM) system is a medical and social telehealth solution specialized in RPM, teleconsultation, tele-expertise, and care coordination in emergency medicine and geriatrics.
View Article and Find Full Text PDFPLoS One
September 2025
NIHR Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and Institute of Ophthalmology University College London, London, United Kingdom.
Objectives: To describe the research principles and cohort characteristics of the multi-disciplinary Project HERCULES, an innovative model of safe high-volume outpatient eye-care service for patients with stable chronic eye diseases. Results and analyses of the workstreams within Project HERCULES will be reported elsewhere. The rationale was to improve eye-care capacity in the National Health Service (NHS) in England through the creation of technician-delivered monitoring in a large retail-unit in a London shopping-centre, with remote asynchronous review of results by clinicians (named Eye-Testing and Review through Asynchronous Clinic (Eye-TRAC)).
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