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Search Results (398)

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16 pages, 2166 KiB  
Case Report
Tailored Rehabilitation Program and Dynamic Ultrasonography After Surgical Repair of Bilateral Simultaneous Quadriceps Tendon Rupture in a Patient Affected by Gout: A Case Report
by Emanuela Elena Mihai, Matei Teodorescu, Sergiu Iordache, Catalin Cirstoiu and Mihai Berteanu
Healthcare 2025, 13(15), 1830; https://doi.org/10.3390/healthcare13151830 - 26 Jul 2025
Viewed by 444
Abstract
Spontaneous quadriceps tendon rupture is a very rare occurrence, notably for bilateral simultaneous ruptures. Its occurrence is commonly linked to an underlying condition that may weaken the tendons leading to rupture. We report the case of a 68-year-old Caucasian male afflicted with long-term [...] Read more.
Spontaneous quadriceps tendon rupture is a very rare occurrence, notably for bilateral simultaneous ruptures. Its occurrence is commonly linked to an underlying condition that may weaken the tendons leading to rupture. We report the case of a 68-year-old Caucasian male afflicted with long-term gout who presented a bilateral simultaneous quadriceps tendon rupture (BSQTR). We showcase the clinical presentation, the surgical intervention, rehabilitation program, dynamic sonographic monitoring, and home-based rehabilitation techniques of this injury, which aimed to improve activities of daily living (ADL) and quality of life (QoL). The patient was included in a 9-week post-surgical rehabilitation program and a home-based rehabilitation program with subsequent pain management and gait reacquisition. The outcome measures included right and left knee active range of motion (AROM), pain intensity measured on Visual Analogue Scale (VAS), functioning measured through ADL score, and gait assessment on Functional Ambulation Categories (FAC). All endpoints were measured at different time points, scoring significant improvement at discharge compared to baseline (e.g., AROM increased from 0 degrees to 95 degrees, while VAS decreased from 7 to 1, ADL score increased from 6 to 10, and FAC increased from 1 to 5). Moreover, some of these outcomes continued to improve after discharge, and the effects of home-based rehabilitation program and a single hip joint manipulation were assessed at 6-month follow-up. Musculoskeletal ultrasound findings showed mature tendon structure, consistent dynamic glide, and no scarring. Full article
(This article belongs to the Special Issue Joint Manipulation for Rehabilitation of Musculoskeletal Disorders)
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11 pages, 216 KiB  
Article
Risk Factors and Clinical Outcomes of Deep Surgical Site Infections in Trauma Patients: A National Database Analysis
by Musaed Rayzah
Healthcare 2025, 13(15), 1808; https://doi.org/10.3390/healthcare13151808 - 25 Jul 2025
Viewed by 220
Abstract
Background: Deep surgical site infections (SSIs) represent a serious complication following abdominal trauma surgery; however, comprehensive risk factor analysis in large trauma populations remains limited. Although surgical site infections are recognized as preventable complications, little is known about the specific risk factors and [...] Read more.
Background: Deep surgical site infections (SSIs) represent a serious complication following abdominal trauma surgery; however, comprehensive risk factor analysis in large trauma populations remains limited. Although surgical site infections are recognized as preventable complications, little is known about the specific risk factors and clinical outcomes associated with deep SSIs in trauma patients at the national level. Methods: A retrospective cohort study analyzed data from the National Trauma Data Bank from 2020–2022, including 1,198,262 trauma patients with complete demographic, injury severity, and surgical procedure data. Deep SSI development, length of hospital stay, intensive care unit utilization, duration of mechanical ventilation, discharge disposition, and in-hospital mortality were assessed. Multivariate logistic regression was used to identify independent risk factors and quantify associations between patient characteristics and deep SSI occurrence. Results: Deep SSIs occurred in 601 patients (0.05%). Affected patients were younger (median 41 vs. 54 years, p < 0.001), predominantly male (73.7% vs. 61.8%, p < 0.001), and exhibited higher injury severity scores (median 17.0 vs. 5.0, p < 0.001). Major abdominal surgery was the strongest independent predictor (OR 3.08, 95% CI: 2.21–4.23, p < 0.001), followed by injury severity score (OR 1.05, 95% CI: 1.04–1.06, p < 0.001) and ICU length of stay (OR 1.04 per day, 95% CI: 1.03–1.05, p < 0.001). Patients with deep SSIs demonstrated dramatically increased hospital stays (89.5% vs. 4.5% exceeding 21 days, p < 0.001), reduced home discharge rates (28.5% vs. 48.9%, p < 0.001), and higher mortality (4.2% vs. 1.2%, p < 0.001). Conclusions: Major abdominal surgery and injury severity are primary risk factors for deep SSIs in trauma patients, with profound impacts on clinical outcomes and healthcare resource utilization. These findings highlight the importance of targeted prevention strategies for high-risk trauma patients undergoing major abdominal procedures and emphasize the significant burden that deep SSIs place on healthcare systems. Full article
(This article belongs to the Section Critical Care)
26 pages, 2261 KiB  
Article
Real-Time Fall Monitoring for Seniors via YOLO and Voice Interaction
by Eugenia Tîrziu, Ana-Mihaela Vasilevschi, Adriana Alexandru and Eleonora Tudora
Future Internet 2025, 17(8), 324; https://doi.org/10.3390/fi17080324 - 23 Jul 2025
Viewed by 269
Abstract
In the context of global demographic aging, falls among the elderly remain a major public health concern, often leading to injury, hospitalization, and loss of autonomy. This study proposes a real-time fall detection system that combines a modern computer vision model, YOLOv11 with [...] Read more.
In the context of global demographic aging, falls among the elderly remain a major public health concern, often leading to injury, hospitalization, and loss of autonomy. This study proposes a real-time fall detection system that combines a modern computer vision model, YOLOv11 with integrated pose estimation, and an Artificial Intelligence (AI)-based voice assistant designed to reduce false alarms and improve intervention efficiency and reliability. The system continuously monitors human posture via video input, detects fall events based on body dynamics and keypoint analysis, and initiates a voice-based interaction to assess the user’s condition. Depending on the user’s verbal response or the absence thereof, the system determines whether to trigger an emergency alert to caregivers or family members. All processing, including speech recognition and response generation, is performed locally to preserve user privacy and ensure low-latency performance. The approach is designed to support independent living for older adults. Evaluation of 200 simulated video sequences acquired by the development team demonstrated high precision and recall, along with a decrease in false positives when incorporating voice-based confirmation. In addition, the system was also evaluated on an external dataset to assess its robustness. Our results highlight the system’s reliability and scalability for real-world in-home elderly monitoring applications. Full article
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14 pages, 1664 KiB  
Article
Depletion of IGFALS Serum Level up to 3 Months After Cardiac Surgery, with Exploration of Potential Relationships to Surrogates of Organ Failures and Clinical Outcomes
by Krzysztof Laudanski, Mohamed A. Mahmoud, Hossam Gad and Daniel A. Diedrich
Curr. Issues Mol. Biol. 2025, 47(8), 581; https://doi.org/10.3390/cimb47080581 - 23 Jul 2025
Viewed by 250
Abstract
The insulin-like growth factor binding protein, acid-labile subunit (IGFALS), plays a crucial role in glucose metabolism and immune regulation, key processes in recovery from surgery. Here, we studied the perioperative serum IGFALS dynamics and explored potential clinical implications. A total of 79 patients [...] Read more.
The insulin-like growth factor binding protein, acid-labile subunit (IGFALS), plays a crucial role in glucose metabolism and immune regulation, key processes in recovery from surgery. Here, we studied the perioperative serum IGFALS dynamics and explored potential clinical implications. A total of 79 patients undergoing elective cardiac surgery with implementation of cardiopulmonary bypass had their serum isolated at baseline, 24 h, seven days, and three months postoperatively to assess serum concentrations of IGFALS and insulin growth factor 1 (IGF-1). Markers of perioperative injury included troponin I (TnI), high-mobility group box 1 (HMGB-1), and heat shock protein 60 (Hsp-60). Inflammatory status was assessed via interleukin-6 (IL-6) and interleukin-8 (IL-8). Additionally, we measured in vitro cytokine production to viral stimulation of whole blood and monocytes. Surrogates of neuronal distress included neurofilament light chain (NF-L), total tau (τ), phosphorylated tau at threonine 181 (τp181), and amyloid β40 and β42. Renal impairment was defined by RIFLE criteria. Cardiac dysfunction was denoted by serum N-terminal pro-brain natriuretic peptide (NT-proBNP) levels. Serum IGFALS levels declined significantly after surgery and remained depressed even at 3 months. Administration of acetaminophen and acetylsalicylic acid differentiated IGFALS levels at the 24 h postoperatively. Serum IGFALS 24 h post-operatively correlated with production of cytokines by leukocytes after in vitro viral stimulation. Serum amyloid-β1-42 was significantly associated with IGFALS at baseline and 24 h post-surgery Patients discharged home had higher IGFALS levels at 28 days and 3 months than those discharged to healthcare facilities or who died. These findings suggest that IGFALS may serve as a prognostic biomarker for recovery trajectory and postoperative outcomes in cardiac surgery patients. Full article
(This article belongs to the Special Issue The Role of Neuroinflammation in Neurodegenerative Diseases)
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13 pages, 385 KiB  
Article
Glasgow Coma Scale Score at Admission in Traumatic Brain Injury Patients: A Multicenter Observational Analysis
by Iulia-Maria Vadan, Diana Grad, Stefan Strilciuc, Emanuel Stefanescu, Olivia Verisezan Rosu, Marcin Michalak, Alina Vasilica Blesneag and Dafin Muresanu
J. Clin. Med. 2025, 14(15), 5195; https://doi.org/10.3390/jcm14155195 - 22 Jul 2025
Viewed by 285
Abstract
Introduction: Traumatic brain injury (TBI) is a leading cause of morbidity worldwide, with the Glasgow Coma Scale (GCS) serving as a tool to measure injury severity. This study aimed to investigate the relationship between GCS admission scores and various socio-demographic, clinical, injury-related, and [...] Read more.
Introduction: Traumatic brain injury (TBI) is a leading cause of morbidity worldwide, with the Glasgow Coma Scale (GCS) serving as a tool to measure injury severity. This study aimed to investigate the relationship between GCS admission scores and various socio-demographic, clinical, injury-related, and hospital-related variables in patients with TBI across two tertiary care centers in Eastern Europe, a region that remains underrepresented in the literature. Methods: A retrospective observational study was conducted using data from 119 TBI patients admitted between March 2020 and June 2023 at Cluj County Emergency Hospital (Romania) and Saint Vincent Hospital (Poland). GCS scores were analyzed as both categorical and continuous variables. Statistical analyses included Wilcoxon and Kruskal–Wallis tests for group comparisons and Spearman correlations for continuous variables. Results: Most patients included suffered a mild TBI (GCS score between 13 and 15). There were significant associations between GCS scores and post-traumatic amnesia (p < 0.05), discharge status (p < 0.01), discharge destination (p < 0.01), and education level (p < 0.01). GCS scores at admission were linked to survival, absence of post-traumatic amnesia, higher education levels, and home discharge. No significant differences observed across sex, residence, employment status, injury type, cause, or mechanism of injury. A weak but significant negative correlation was observed between GCS and length of hospital stay (rho = −0.229, p > 0.05), while age showed a non-significant correlation. Conclusions: The GCS score at admission is significantly associated with various clinical and socio-demographic outcomes in TBI patients, supporting the utility of the GCS score as a prognostic tool. The predominance of mild cases and the absence of radiological data, such as cerebral contusions or epidural or subdural hematomas, limit the generalizability of the findings. Further studies with larger samples and comprehensive imaging data are necessary to validate these findings. Full article
(This article belongs to the Special Issue Traumatic Brain Injury: Current Treatment and Future Options)
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8 pages, 4837 KiB  
Case Report
Successful Rehabilitation and Release of a Korean Water Deer (Hydropotes inermis argyropus) After a Femoral Head Ostectomy (FHO)
by Sohwon Bae, Minjae Jo, Woojin Shin, Chea-Un Cho, Son-Il Pak and Sangjin Ahn
Animals 2025, 15(14), 2148; https://doi.org/10.3390/ani15142148 - 21 Jul 2025
Viewed by 281
Abstract
A water deer (Hydropotes inermis argyropus) was rescued following a vehicle collision and presented with suspected hip injury. Radiographic examination confirmed coxofemoral luxation, and a femoral head ostectomy (FHO) was performed to restore functional mobility. Postoperatively, the water deer underwent intensive [...] Read more.
A water deer (Hydropotes inermis argyropus) was rescued following a vehicle collision and presented with suspected hip injury. Radiographic examination confirmed coxofemoral luxation, and a femoral head ostectomy (FHO) was performed to restore functional mobility. Postoperatively, the water deer underwent intensive rehabilitation, including controlled movement and physical therapy, to enhance limb function. Following successful recovery, the water deer was equipped with a GPS collar and released into its natural habitat. GPS tracking data were collected to evaluate the water deer’s post-release adaptation and movement patterns. The Minimum Convex Polygon (MCP) method was used to determine the home range, showing an overall home range (MCP 95%) of 8.03 km2 and a core habitat (MCP 50%) of 6.967 km2. These results indicate a successful post-surgery outcome, with the water deer demonstrating mobility comparable to healthy individuals. This case demonstrates the clinical feasibility of an FHO in managing hip luxation in water deer and underscores the critical role of post-release monitoring in evaluating functional rehabilitation success in wildlife medicine. This study underscores the importance of integrating surgical intervention, structured rehabilitation, and post-release monitoring to ensure the successful reintroduction of injured wildlife. GPS tracking provides valuable insights into long-term adaptation and mobility, contributing to evidence-based conservation medicine. Full article
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15 pages, 266 KiB  
Article
Correlates of Rehabilitation Length of Stay in Asian Traumatic Brain Injury Inpatients in a Superaged Country: A Retrospective Cohort Study
by Karen Sui Geok Chua, Zachary Jieyi Cheong, Emily Yee and Rathi Ratha Krishnan
Life 2025, 15(7), 1136; https://doi.org/10.3390/life15071136 - 18 Jul 2025
Viewed by 328
Abstract
Background: While Asia contributes 44.3% of traumatic brain injuries (TBI) worldwide, data regarding Asian TBI inpatient rehabilitation length of stay (RLOS) is scarce. A retrospective cohort study was conducted to determine correlates of inpatient RLOS (days) and prolonged RLOS >30 days (PRLOS > [...] Read more.
Background: While Asia contributes 44.3% of traumatic brain injuries (TBI) worldwide, data regarding Asian TBI inpatient rehabilitation length of stay (RLOS) is scarce. A retrospective cohort study was conducted to determine correlates of inpatient RLOS (days) and prolonged RLOS >30 days (PRLOS > 30). (2) Methods: Data extraction of discharged inpatient records was performed from 2018 to 2024. Dependent variables included RLOS (days) and PRLOS > 30. Independent variables included demographic characteristics, TBI severity (emergency-room Glasgow Coma Scale-GCS), admission/discharge Functional Independence Measure (FIM), intra-rehabilitation complications, post-traumatic amnesia (PTA) duration, and discharge placement. (3) Results: Altogether, 289 data sets were analysed, median (IQR) age, 64 (28) years, 78.9% (228/289) males, and 79.6% (230/289) Chinese. Median (IQR) RLOS was 28 (21) days, with PRLOS >30 at 39.8% (115/289); RLOS of 44 (19.5) days. PRLOS > 30 was significantly associated with PTA duration >28 days (OR 4.01, 95% CI 1.90–8.45, p < 0.001), admission FIM ≤ 40/126 (OR 4.71, 95% CI 2.32–9.59, p < 0.001), delayed neurosurgical complications (OR 4.74, 95% CI 1.28–17.6, p = 0.02) and discharge to non-home destination (OR 2.75. 95% CI 1.12–6.76, p = 0.03). (4) Conclusion: PRLOS >30 was significantly associated with longer PTA > 4 weeks, lower admission FIM score, delayed neurosurgical complications, and discharge to a nursing home. Full article
16 pages, 434 KiB  
Review
New Remote Care Models in Patients with Spinal Cord Injury: A Systematic Review of the Literature
by Gianluca Ciardi, Lucia Pradelli, Andrea Contini, Paola Cortinovis, Anna Di Muzio, Marina Faimali, Caterina Gennari, Vanda Molinari, Fabio Ottilia, Eleonora Saba, Vittorio Casati, Fabio Razza and Gianfranco Lamberti
Appl. Sci. 2025, 15(14), 7888; https://doi.org/10.3390/app15147888 - 15 Jul 2025
Viewed by 303
Abstract
Background: Spinal cord injury is a multisystem disease which compromises independence and quality of life; remote care models represent an opportunity for long-term management of complications. The aim of this study was to explore remote care models for chronic spinal cord injury patients. [...] Read more.
Background: Spinal cord injury is a multisystem disease which compromises independence and quality of life; remote care models represent an opportunity for long-term management of complications. The aim of this study was to explore remote care models for chronic spinal cord injury patients. Methods: A systematic review of the literature was carried out. Five databases (PubMed, CINAHL, Web of Science, Cochrane Library, Google Scholar) were systematically explored with a time limit of five years. Included studies were assessed using Jadad Score and PEDro Scale. Results: Four RCTs were included in this systematic review. In all studies, multidisciplinary home care supported by technology were compared with in-person models. Remote care models were effective in managing pressure injury, infection, and muscle atrophy and improve quality of life. Conclusions: Remote care models can be a key tool for improving self-efficacy, decreasing hospitalizations and preventing long-term mortality. Full article
(This article belongs to the Special Issue Digital Innovations in Healthcare)
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13 pages, 659 KiB  
Article
Severe Paediatric Trauma in Australia: A 5-Year Retrospective Epidemiological Analysis of High-Severity Fractures in Rural New South Wales
by David Leonard Mostofi Zadeh Haghighi, Milos Spasojevic and Anthony Brown
J. Clin. Med. 2025, 14(14), 4868; https://doi.org/10.3390/jcm14144868 - 9 Jul 2025
Viewed by 319
Abstract
Background: Trauma-related injuries are among the most common reasons for paediatric hospital presentations and represent a substantial component of orthopaedic care. Their management poses unique challenges due to ongoing skeletal development in children. While most reported fractures occur at home or during [...] Read more.
Background: Trauma-related injuries are among the most common reasons for paediatric hospital presentations and represent a substantial component of orthopaedic care. Their management poses unique challenges due to ongoing skeletal development in children. While most reported fractures occur at home or during sports, prior studies have primarily used data from urban European populations, limiting the relevance of their findings for rural and regional settings. Urban-centred research often informs public healthcare guidelines, treatment algorithms, and infrastructure planning, introducing a bias when findings are generalised outside of metropolitan populations. This study addresses that gap by analysing fracture data from two rural trauma centres in New South Wales, Australia. This study assesses paediatric fractures resulting from severe injury mechanisms in rural areas, identifying common fracture types, underlying mechanisms, and treatment approaches to highlight differences in demographics. These findings aim to cast a light on healthcare challenges that regional areas face and to improve the overall cultural safety of children who live and grow up outside of the metropolitan trauma networks. Methods: We analysed data from two major rural referral hospitals in New South Wales (NSW) for paediatric injuries presenting between 1 January 2018 and 31 December 2022. This study included 150 patients presenting with fractures following severe mechanisms of injury, triaged into Australasian Triage Scale (ATS) categories 1 and 2 upon initial presentation. Results: A total of 150 severe fractures were identified, primarily affecting the upper and lower limbs. Males presented more frequently than females, and children aged 10–14 years old were most commonly affected. High-energy trauma from motorcycle (dirt bike) accidents was the leading mechanism of injury among all patients, and accounted for >50% of injuries among 10–14-year-old patients. The most common fractures sustained in these events were upper limb fractures, notably of the clavicle (n = 26, 17.3%) and combined radius/ulna fractures (n = 26, 17.3%). Conclusions: Paediatric trauma in regional Australia presents a unique and under-reported challenge, with high-energy injuries frequently linked to unregulated underage dirt bike use. Unlike urban centres where low-energy mechanisms dominate, rural areas require targeted prevention strategies. While most cases were appropriately managed locally, some were transferred to tertiary centres. These findings lay the groundwork for multi-centre research, and support the need for region-specific policy reform in the form of improved formal injury surveillance, injury prevention initiatives, and the regulation of under-aged off-road vehicular usage. Full article
(This article belongs to the Section Orthopedics)
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14 pages, 287 KiB  
Article
Prevalence and Risk Factors of Unintentional In-Home Injuries in Older Adults
by Ok-Hee Cho and Hyekyung Kim
Medicina 2025, 61(7), 1235; https://doi.org/10.3390/medicina61071235 - 8 Jul 2025
Viewed by 296
Abstract
Background and Objectives: Older adults are a vulnerable population to unintentional injuries due to age-related physiological decline and the presence of various chronic conditions. Unintentional injuries occurring in the home, such as falls, burns, poisoning, cuts, and suffocation, have been reported at [...] Read more.
Background and Objectives: Older adults are a vulnerable population to unintentional injuries due to age-related physiological decline and the presence of various chronic conditions. Unintentional injuries occurring in the home, such as falls, burns, poisoning, cuts, and suffocation, have been reported at higher rates in this age group compared to younger populations. This study examines the prevalence and types of unintentional in-home injuries in older adults and identifies the risk factors associated with falls and cuts/collisions. Materials and Methods: A cross-sectional study was conducted on 309 older adults (aged ≥ 65 years) recruited from eight senior welfare centers in South Korea. Results: The most frequent cause of injury was falls (28.7%), followed by cuts/collisions (27.0%), burns/fire (11.4%), and other injuries (8.1%). In the model adjusted for age and sex, risk factors for falls included a history of outdoor falls or indoor cuts/collisions, dizziness, and the use of two or more medications. Risk factors for cut/collision injuries included a history of indoor burns or falls, numbness in hands and feet, and visual impairment. Conclusions: To effectively prevent home injuries among older adults, it is crucial to focus not only on falls but also on frequent minor injuries caused by cuts and collisions. Full article
(This article belongs to the Section Epidemiology & Public Health)
12 pages, 253 KiB  
Article
The Hidden Danger of Unintentional Child Injuries in an Urban Domestic Environment: Considering Unintentional Injuries from Another Angle
by Ping Tang, Qin Fan, Jingmin Sun, Jianlin Ji, Liling Yang, Wenjuan Tang and Qunfeng Lu
Int. J. Environ. Res. Public Health 2025, 22(7), 1068; https://doi.org/10.3390/ijerph22071068 - 3 Jul 2025
Viewed by 248
Abstract
Background: Unintentional injuries are the primary cause of death and disability among children. This study aimed to examine the current status of home environments for children aged 0–6 years in the Shanghai area of China and assess the factors that pose safety hazards [...] Read more.
Background: Unintentional injuries are the primary cause of death and disability among children. This study aimed to examine the current status of home environments for children aged 0–6 years in the Shanghai area of China and assess the factors that pose safety hazards for unintentional injuries within households. Methods: A cross-sectional survey was carried out in Shanghai between November 2021 and October 2023. Results: Parents from 1825 families, with 929 (50.90%) boys and 896 (49.10%) girls, participated in this research. In all, 752 children (41.21%) experienced unintentional injuries. The home environment posed a high risk of unintentional injuries in 1008 families (55.23%), medium risk in 381 families (20.88%), and low risk in 436 families (23.89%). The results showed a negative correlation between the occurrence of unintentional injuries and the status of the family environment; children in families with high-risk home environments were more likely to experience unintentional injuries (odds ratio [OR] = 1.490, confidence interval [CI] = 1.216–1.826), fall injuries (OR = 1.605, CI = 1.268–2.031), and external injuries (OR = 1.578, CI = 1.159–2.148). Conclusions: Parents should enhance their safety awareness by focusing on potential hazards at home and taking appropriate measures to improve the home environment, thereby creating a safe and comfortable setting for the healthy growth of their children. Full article
(This article belongs to the Section Environmental Health)
28 pages, 18319 KiB  
Review
Influence of Scaffold Structure and Biomimetic Properties on Adipose Stem Cell Homing in Personalized Reconstructive Medicine
by Doina Ramona Manu, Diana V. Portan, Monica Vuţă and Minodora Dobreanu
Biomimetics 2025, 10(7), 438; https://doi.org/10.3390/biomimetics10070438 - 3 Jul 2025
Viewed by 607
Abstract
Human adipose stem cells (ASCs) are multipotent cells expressing mesenchymal stem cell (MSC) markers that are capable of multilineage differentiation and secretion of bioactive factors. Their “homing” to injured tissues is mediated by chemokines, cytokines, adhesion molecules, and signaling pathways. Enhancing ASC homing [...] Read more.
Human adipose stem cells (ASCs) are multipotent cells expressing mesenchymal stem cell (MSC) markers that are capable of multilineage differentiation and secretion of bioactive factors. Their “homing” to injured tissues is mediated by chemokines, cytokines, adhesion molecules, and signaling pathways. Enhancing ASC homing is critical for improving regenerative therapies. Strategies include boosting chemotactic signaling, modulating immune responses to create a supportive environment, preconditioning ASCs with hypoxia or mechanical stimuli, co-culturing with supportive cells, applying surface modifications or genetic engineering, and using biomaterials to promote ASC recruitment, retention, and integration at injury sites. Scaffolds provide structural support and a biomimetic environment for ASC-based tissue regeneration. Natural scaffolds promote adhesion and differentiation but have mechanical limitations, while synthetic scaffolds offer tunable properties and controlled degradation. Functionalization with bioactive molecules improves the regenerative outcomes of different tissue types. Ceramic-based scaffolds, due to their strength and bioactivity, are ideal for bone healing. Composite scaffolds, combining polymers, ceramics, or metals, further optimize mechanical and biological properties, supporting personalized regenerative therapies. This review integrates concepts from cell biology, biomaterials science, and regenerative medicine to offer a comprehensive understanding of ASC homing and its impact on tissue engineering and clinical applications. Full article
(This article belongs to the Section Biomimetics of Materials and Structures)
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19 pages, 3319 KiB  
Article
Frailty-Focused Movement Monitoring: A Single-Camera System Using Joint Angles for Assessing Chair-Based Exercise Quality
by Teng Qi, Miyuki Iwamoto, Dongeun Choi, Noriyuki Kida and Noriaki Kuwahara
Sensors 2025, 25(13), 3907; https://doi.org/10.3390/s25133907 - 23 Jun 2025
Viewed by 426
Abstract
Ensuring that older adults perform chair-based exercises (CBEs) correctly is essential for improving physical outcomes and reducing the risk of injury, particularly in home and community rehabilitation settings. However, evaluating the correctness of movements accurately and objectively outside clinical environments remains challenging. In [...] Read more.
Ensuring that older adults perform chair-based exercises (CBEs) correctly is essential for improving physical outcomes and reducing the risk of injury, particularly in home and community rehabilitation settings. However, evaluating the correctness of movements accurately and objectively outside clinical environments remains challenging. In this study, camera-based methods have been used to evaluate practical exercise quality. A single-camera system utilizing MediaPipe pose estimation was used to capture joint angle data as twenty older adults performed eight CBEs. Simultaneously, surface electromyography (sEMG) recorded muscle activity. Participants were guided to perform both proper and commonly observed incorrect forms of each movement. Statistical analyses compared joint angles and sEMG signals, and a support vector machine (SVM) was trained to classify movement correctness. The analysis showed that correct executions consistently produced distinct joint angle patterns and significantly higher sEMG activity than incorrect ones (p < 0.001). After modifying the selection of joint angle features for Movement 5 (M5), the classification accuracy improved to 96.26%. Including M5, the average classification accuracy across all eight exercises reached 97.77%, demonstrating the overall robustness and consistency of the proposed approach. In contrast, high variability across individuals made sEMG less reliable as a standalone indicator of correctness. The strong classification performance based on joint angles highlights the potential of this approach for real-world applications. While sEMG signals confirmed the physiological differences between correct and incorrect executions, their individual variability limits their generalizability as a sole criterion. Joint angle data derived from a simple single-camera setup can effectively distinguish movement quality in older adults, offering a low-cost, user-friendly solution for real-time feedback in home and community settings. This approach may help support independent exercise and reduce reliance on professional supervision. Full article
(This article belongs to the Section Intelligent Sensors)
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18 pages, 2496 KiB  
Article
The Home-Based Rehabilitation of Patients Through Physical Exercises in the Context of Indoor Air Quality
by Alexandru Bogdan Ilieș, Silviu Vlad, Tudor Caciora, Doriana Ciobanu, Dorina Ianc, Ana Cornelia Pereș, Thowayeb H. Hassan and Lazar Liviu
Healthcare 2025, 13(13), 1493; https://doi.org/10.3390/healthcare13131493 - 23 Jun 2025
Viewed by 392
Abstract
Background: Patients with spinal cord injuries, in addition to rehabilitation in specialized facilities, often continue physical therapy at home. At that time, they become highly exposed to indoor pollutants, which can affect the effectiveness of the recovery program and human health. Methods: Thus, [...] Read more.
Background: Patients with spinal cord injuries, in addition to rehabilitation in specialized facilities, often continue physical therapy at home. At that time, they become highly exposed to indoor pollutants, which can affect the effectiveness of the recovery program and human health. Methods: Thus, the present study presents the monitoring of indoor air quality in a residential facility where a patient with spinal cord injuries undergoes post-traumatic recuperative physical activity. Such a study is useful for ensuring good air quality for the optimal development of a rehabilitation program with the possibility of screening the indoor air quality of the home by the physiotherapist and even by the patient themselves, in the simplest way possible using low-cost equipment. Thus, 11 indoor air quality parameters were monitored for a period of 18 weeks, using low-cost equipment. An air purifier was put into operation for a period of one week to identify differences in the safety of the indoor environment for physical activities. Results: The results indicate an environment with frequent exceedances of the international standards in force for several indicators. After installing the purifier, the air quality stabilized and a much safer and more efficient environment for carrying out the recovery activities was established. Conclusions: Thus, the process of monitoring and optimizing indoor air quality stands as a fundamental requirement for home rehabilitation because it establishes a secure controlled environment that supports recovery in any residential setting. Full article
(This article belongs to the Section TeleHealth and Digital Healthcare)
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14 pages, 1326 KiB  
Article
Fall Detection Based on Recurrent Neural Networks and Accelerometer Data from Smartphones
by Natalia Bartczak, Marta Glanowska, Karolina Kowalewicz, Maciej Kunin and Robert Susik
Appl. Sci. 2025, 15(12), 6688; https://doi.org/10.3390/app15126688 - 14 Jun 2025
Viewed by 494
Abstract
An aging society increases the demand for solutions that enable quick reactions, such as calling for help in response to events that may threaten life or health. One of such events is a fall, which is a common cause (or consequence) of injuries [...] Read more.
An aging society increases the demand for solutions that enable quick reactions, such as calling for help in response to events that may threaten life or health. One of such events is a fall, which is a common cause (or consequence) of injuries among the elderly, that can lead to health problems or even death. Fall may be also a symptom of a serious health problem, such as a stroke or a heart attack. This study addresses the fall detection problem. We propose a fall detection solution based on accelerometer data from smartphone devices. The proposed model is based on a Recurrent Neural Network employing a Gated Recurrent Unit (GRU) layer. We compared the results with the state-of-the-art solutions available in the literature using the UniMiB SHAR dataset containing accelerometer data collected using smartphone devices. The dataset contains the validation dataset prepared for evaluation using the Leave-One-Subject-Out (LOSO-CV) and 5-Fold Cross-Validation (CV) strategies; consequently, we used them for evaluation. Our solution achieves the highest result for Leave-One-Subject-Out and a comparable result for the k-Fold Cross-Validation strategy, achieving 98.99% and 99.82% accuracy, respectively. We believe it has the potential for adoption in production devices, which could be helpful, for example, in nursing homes, improving the provision of assistance especially when combined into a multimodal system with other sensors. We also provide all the data and code used in our experiments publicly, allowing other researchers to reproduce our results. Full article
(This article belongs to the Section Computing and Artificial Intelligence)
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