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Smart Home Advancements for Health Care and Beyond: Systematic Review of Two Decades of User-Centric Innovation

Smart Home Advancements for Health Care and Beyond: Systematic Review of Two Decades of User-Centric Innovation

The evolution of smart home health care has shifted chronic disease management from hospitals to home environments, realizing concepts such as “aging in place.” Advances in mobile technologies, including Io T and sensors, have greatly enhanced usability and personalized care [13]. These innovations accelerate adoption cycles by enabling remote health management and fostering personalized, user-focused smart home health care solutions, leveraging technologies such as AI and blockchain.

Youna Park, Jieun Han

J Med Internet Res 2025;27:e62793

Trends and Shifts in Swedish Telemedicine Consultations During the Pre–COVID-19, COVID-19, and Post–COVID-19 Periods: Retrospective Observational Study

Trends and Shifts in Swedish Telemedicine Consultations During the Pre–COVID-19, COVID-19, and Post–COVID-19 Periods: Retrospective Observational Study

Telemedicine for remote monitoring and chronic disease treatment is well placed to become a key approach to dealing with this demographic shift. The COVID-19 pandemic presented health systems all over the globe, including in Sweden, with unprecedented challenges. Prior to the pandemic, telemedicine was sufficiently flexible to address a wide range of symptoms and care requirements [14].

Adaora Uloma Asomugha, Annamaria Pakai

JMIR Form Res 2025;9:e60294

Leveraging Technology to Engage Supplemental Nutrition Assistance Program Consumers With Children at Farmers Markets: Qualitative Community-Engaged Approach to App Development

Leveraging Technology to Engage Supplemental Nutrition Assistance Program Consumers With Children at Farmers Markets: Qualitative Community-Engaged Approach to App Development

People receiving Supplemental Nutrition Assistance Program (SNAP) benefits consume fewer fruits and vegetables compared with people not receiving these benefits [2], and low-income food-insecure households have higher rates of chronic disease [3]. Accordingly, increasing fruit and vegetable consumption is a national priority to reduce chronic disease risk among Americans [1], and this is especially important for low-income households. Children tend to eat insufficient fruits and vegetables [4-6].

Callie Ogland-Hand, Jillian Schulte, Owusua Yamoah, Kathryn Poppe, Timothy H Ciesielski, Regan Gee, Ana Claudia Zubieta, Darcy A Freedman

JMIR Form Res 2025;9:e70104

Benchmarking the Confidence of Large Language Models in Answering Clinical Questions: Cross-Sectional Evaluation Study

Benchmarking the Confidence of Large Language Models in Answering Clinical Questions: Cross-Sectional Evaluation Study

Mahajan et al [35] conducted a review of ensemble learning techniques for disease prediction. They found that stacking—an ensemble method that combines multiple classifiers—showed the most accurate performance in 19 out of 23 cases. The voting approach was identified as the second-best ensemble method. However, ensemble methods are computationally intensive and may introduce latency in real-time clinical applications [36].

Mahmud Omar, Reem Agbareia, Benjamin S Glicksberg, Girish N Nadkarni, Eyal Klang

JMIR Med Inform 2025;13:e66917

Online Group–Based Dual-Task Training to Improve Cognitive Function of Community-Dwelling Older Adults: Randomized Controlled Feasibility Study

Online Group–Based Dual-Task Training to Improve Cognitive Function of Community-Dwelling Older Adults: Randomized Controlled Feasibility Study

Dual-task training has been widely applied among populations with clinical conditions, such as stroke, Parkinson disease, and cognitive impairment. A systematic review of 13 randomized controlled trials (RCTs) on stroke survivors reported that dual-task training could improve walking and balance function [8]. A recent meta-analysis of 14 RCTs estimated a small-to-moderate effect in improving cognitive function among stroke survivors [9].

Pui Hing Chau, Denise Shuk Ting Cheung, Jojo Yan Yan Kwok, Wai Chi Chan, Doris Sau Fung Yu

JMIR Aging 2025;8:e67267

Experience of Using Electronic Inhaler Monitoring Devices for Patients With Chronic Obstructive Pulmonary Disease or Asthma: Systematic Review of Qualitative Studies

Experience of Using Electronic Inhaler Monitoring Devices for Patients With Chronic Obstructive Pulmonary Disease or Asthma: Systematic Review of Qualitative Studies

Respiratory diseases pose a global health challenge, with chronic obstructive pulmonary disease (COPD) and asthma among the most prevalent types [1]. These conditions result in significant morbidity and mortality worldwide, imposing a substantial and growing health burden [2,3]. While severe respiratory diseases are often incurable, inhaled medications can prevent acute exacerbations [4].

Jilong Duan, Xia Chen, Di Fan, Haikun Jiang, Xue Zhang, Wenyue Zhang, Zhiping Liu, Hongyan Lu

JMIR Mhealth Uhealth 2025;13:e57645

Evaluation of the Digital Support Tool Gro Health W8Buddy as Part of Tier 3 Weight Management Service: Observational Study

Evaluation of the Digital Support Tool Gro Health W8Buddy as Part of Tier 3 Weight Management Service: Observational Study

The user experience is tailored to accommodate various factors, including individual goals, accessibility and literacy needs, language preferences, disease profiles, ethnicity, age, gender, and geographical location. This personalized approach aims to enhance the effectiveness of the intervention by catering to the unique needs and preferences of each user.

Petra Hanson, Farah Abdelhameed, Mohammed Sahir, Nick Parsons, Arjun Panesar, Michaela de la Fosse, Charlotte Summers, Amit Kaura, Harpal Randeva, Vinod Menon, Thomas M Barber

J Med Internet Res 2025;27:e62661