Associations of multicomponent exercise and aspects of physical performance with frailty trajectory in older adults.

BACKGROUND: Previous research has shown that frailty leads to falls, institutionalization, hospitalization, and the loss of functional capacity. While numerous intervention methods aim to reverse frailty, the most effective in older adults is multicomponent exercise. Physical performance has been highlighted as a key factor in mobility, independence, and the burden of chronic disease. Several studies have demonstrated an association between physical performance and frailty; however, the relation between the two over the long term has not yet been fully investigated. Therefore, the current study aims to examine how aspects of physical performance are associated with frailty in the long run for older adults in Taiwan. METHODS: This nine-month longitudinal study employed the generalized estimating equation (GEE) modeling to identify measures associated with frailty trajectory. A sample of 159 community-dwelling older adults was recruited through purposive sampling in 12 community care centers in Taiwan. A quasi-experimental approach was adopted in which participants were assigned to the control group or to receive a multicomponent exercise intervention and examined sociodemographic, physical performance, and other factors at the baseline, post intervention (3 months), and follow up (6 months) levels. The multicomponent exercise program was designed based on the principles of the American College of Sports Medicine and comprised aerobic exercise, muscle-strengthening activities, balance training, and stretching exercises once per week for 2 h per session for 12 weeks. RESULTS: After intervention, we found that the multicomponent exercise group exhibited better performance in the 2-minute step test than the control group (p < 0.05). Regarding long-term effects on frailty trajectories, the study finds that age progression, being female, and longer completion time in the timed up and go test increase the probability of frailty (p < 0.05). Conversely, more steps in the 2-minute step test and undertaking the multicomponent exercise program reduced the long-term probability of frailty (p < 0.05). CONCLUSIONS: This study is the first to explore the relation between indicators of physical performance and frailty trajectory among older adults in Taiwan. Furthermore, we provided support for the efficacy of the multicomponent exercise program in improving frailty status.

Differing determinants of disability trends among men and women aged 50 years and older.

BACKGROUND: Researchers have emphasized the importance of examining how different factors affect men's and women's functional status over time. To date, the literature is unclear about whether sex affects the rate of change in disability in middle to older age. Researchers have further emphasized the importance of examining how different factors affect men's and women's functional status over time. We examined (a) sex differences in disability trends and (b) the determinants of the rate of change in disability for men and women 50 years and older. METHODS: This study utilized the Taiwan Longitudinal Study on Aging Survey, a nationally representative database (four waves of survey data 1996-2007, N = 3429). We modeled and compared the differences in disability trends and the influences of determinants on trends among men and women using multiple-indicator and multiple-group latent growth curves modeling (LGCM). Equality constraints were imposed on 10 determinants across groups. RESULTS: Once disability began, women progressed toward greater disability 18% faster than men. Greater age added about 1.2 times the burden to the rate of change in disability for women than men (p < 0.001). More comorbidities also added significantly more burden to baseline disability and rate of change in disability among women than men (p < 0.001), but women benefited more from higher education levels in lower baseline disability and slower rate of change. Having a better social network was associated with lower baseline disability among women only (p < 0.05). For both men and women, physically active leisure-time activities were beneficial in lower baseline disability (p men and women < 0.001) and rate of change in disability (p men < 0.01; p women < 0.05), with no significant differences between groups. CONCLUSIONS: Age may widen the sex gap in the rate of change in disability. However, both sexes benefit from participating in leisure-time activities. Promoting health literacy improves health outcomes and physical function among women.

Developing an assessment scale for long-term care reablement literacy in home care workers in Taiwan using a modified Delphi method.

BACKGROUND: Reablement is a philosophy of change in long-term care (LTC). Assessing the knowledge and competence of LTC professionals who provide reablement services is vital in LTC research. This study aimed to develop a scale for the assessment of long-term care reablement literacy (LTCRL) and employ this scale to assess the performance of home care workers in Taiwan. METHODS: To develop this scale, we employed the modified Delphi technique based on the theoretical framework of health literacy and the content of service delivery in reablement. Home care workers from northern, central, and southern Taiwan were selected through purposive sampling (N = 119). Participants answered a self-administered questionnaire that included items related to basic demographic characteristics and questions to assess LTCRL. RESULTS: Based on the experts' consensus on the procedure of the modified Delphi technique, the LTCRL assessment sale consists of 29 questions on four aspects of knowledge acquisition: the abilities to access/obtain, understand, process/appraise, and apply/use. The results revealed that higher education levels and better Chinese language proficiency are associated with higher LTCRL outcomes among home care workers. CONCLUSIONS: The LTCRL assessment scale based on a modified Delphi technique is useful and feasible for evaluating LTCRL in home care workers who provide reablement services in Taiwan.

Prognostic and predictive factors for clinical and radiographic responses in patients with painful bone metastasis treated with magnetic resonance-guided focused ultrasound surgery.

Background: Magnetic resonance-guided focused ultrasound surgery (MRgFUS) is an alternative local therapy for patients with painful bone metastasis. However, little is known about the prognostic and predictive factors of MRgFUS in treating bone metastasis. Materials and methods: This retrospective study analyzed the performance status, treated site, pretreatment pain score, pretreatment tumor volume and lesion coverage volume factor (CVF) of 31 patients who underwent MRgFUS. A numerical rating scale for pain was used at the same time to assess the clinical response. Radiographic responses were evaluated using a modified version of The University of Texas MD Anderson Cancer Center criteria and reference to the MR imaging or computed tomography scans obtained 3 months after treatment. Univariate and multivariate logistic regression analyses were conducted to examine the effect of variables on clinical and radiographic responses. Results: The overall clinical response rate was 83.9% and radiographic response rate was 67.7%. Multivariate logistic regression analysis revealed that the better pretreatment Karnofsky performance status (KPS) (odds ratio: 1.220, 95% confidence interval (CI): 1.033-1.440; p = 0.019) was significantly associated with a more positive clinical response, and that the lesion CVF (odds ratio: 1.183, 95% CI: 1.029-1.183; p = 0.0055) was an independent prognostic factor for radiographic responses. The radiographic response of patients with lesion CVF ≥70% and CVF <70% were 91.7% and 52.6%, respectively (p = 0.0235). Conclusion: The pretreatment KPS was an independent prognostic factor for clinical responses, and lesion CVF was an independent prognostic factor for radiographic responses.

From fragmentation toward integration: a preliminary study of a new long-term care policy in a fast-aging country.

BACKGROUND: Taiwan, one of the fastest-aging countries in the world, started implementing version 1.0 of its long-term care (LTC) plan in 2008. In 2017, LTC Plan 2.0 began a new era with its goal to integrate Taiwan's fragmented LTC service system. LTC Plan 2.0 also aims to establish an integrated community-based LTC system incorporating both health care and disability prevention. This three-tier model consists of the following: two LTC services with a day-care center as their base and case management (Tier A), a day-care center and a single LTC service (Tier B), and LTC stations that provide primary prevention services and respite services for frail community-dwelling older adults to prevent further disabilities (Tier C). A defined cluster of agencies in a local area works together as a Tier ABC team. LTC Plan 2.0 is a new policy for Taiwan, and hence it is important to understand the agencies' initial difficulties with implementation and identify future challenges to help further policy development. METHODS: This preliminary study explored the challenges to implementing LTC 2.0 through in-depth interviews based on Evashwick's integration mechanisms with representatives from three service teams. We interviewed three chief executive officers and three case managers. RESULTS: We found that the LTC Plan 2.0 mechanisms for service integration have been insufficiently implemented. Recommendations include (1) Build up the trust between agencies and government, avoid duplication of LTC services within Tier ABC team, and encourage agencies within a team to create a shared administrative system with the same mission and vision. (2) Clarify the roles and responsibilities of government care managers and agency case managers. (3) Provide an integrated information system and create an official platform for sharing client records across different agencies and caregivers. (4) Establish a tool and platform to track the budget and payment across different levels of service as soon as possible. CONCLUSION: There is an increased demand for LTC services in Taiwan because of its rapidly aging population. Our findings shed some light on the challenges to developing integrated LTC services and thus may help both policymakers and service providers find ways to overcome these challenges.

Adaptive control of phase leading compensator parameters applied to respiratory motion compensation system.

PURPOSE: This study evaluates the feasibility of our previously developed Respiratory Motion Compensation System (RMCS) combined with the Phase Lead Compensator (PLC) to eliminate system delays during the compensation of respiration-induced tumor motion. The study objective is to improve the compensation effect of RMCS and the efficay of radiation therapy to reduce its side effects to the patients. MATERIAL AND METHODS: In this study, LabVIEW was used to develop the proposed software for calculating real-time adaptive control parameters, combined with PLC and RMCS for the compensation of total system delay time. Experiments of respiratory motion compensation were performed using 6 pre-recorded human respiration patterns and 7 sets of different sine waves. During the experiments, a respiratory simulation device, Respiratory Motion Simulation System (RMSS), was placed on the RMCS, and the detected target motion signals by the Ultrasound Image Tracking Algorithm (UITA) were transmitted to the RMCS, and the compensation of respiration induced motion was started. Finally, the tracking error of the system is obtained by comparing the encoder signals bwtween RMSS and RMCS. The compensation efficacy is verified by the root mean squared error (RMSE) and the system compensation rate (CR). RESULTS: The experimental results show that the calcuated CR with the simulated respiration patterns is between 42.85% ∼3.53% and 33.76% ∼2.62% in the Right-Left (RL) and Superior-Inferior (SI), respectively, after the RMCS compensation of using the adaptive control parameters in PLC. For the compensation results of human respiration patterns, the CR is between 58.95% ∼8.56% and 62.87% ∼9.05% in RL and SI, respectively. CONCLUSIONS: During the respiratory motion compensation, the influence of the delay time of the entire system (RMCS+RMSS+UITA) on the compensation effect was improved by adding an adaptive control PLC, which reduces compensation error and helps improve efficacy of radiation therapy.

Evaluation of Clinical Application and Dosimetric Comparison of Treatment Plans of Gamma Knife and CyberKnife in Treating Arteriovenous Malformations.

PURPOSE: To analyze and compare the characteristics of dose distributions for Leksell Gamma Knife Perfexion (LGK-PFX) and CyberKnife (CK) in treating arteriovenous malformations (AVMs). SUBJECTS AND METHODS: Twenty-four patients with AVMs who received CK radiosurgery at a prescribed dose (PD) of 16-25 Gy in a single fraction were selected. A LGK-PFX treatment plan with the same PD was designed for each patient. Dosimetric values for both systems were compared with respect to the conformity index (CI); selectivity index (SI); gradient index (GI) of 75, 50, and 25% of the PD; heterogeneity index; volume of the brain tissue covered by doses of 10 and 12 Gy; maximum dose delivered to the brainstem; and beam-on time. RESULTS: The CIs of LGK-PFX and CK were 0.744 ± 0.075 and 0.759 ± 0.071 (p = 0.385), respectively. The SIs of LGK-PFX and CK were 0.764 ± 0.081 and 0.780 ± 0.076 (p = 0.424), respectively. The GI75%, GI50%, and GI25% values of LGK-PFX and CK were 1.028 ± 0.123 and 2.439 ± 0.338 (p < 0.001), 3.169 ± 0.265 and 4.972 ± 0.852 (p < 0.001), and 8.650 ± 0.914 and 14.261 ± 2.476 (p < 0.001), respectively. Volumes of the brain tissue covered by 10 Gy and 12 Gy for LGK-PFX and CK (p < 0.001) exhibited a significant difference. CONCLUSIONS: LGK-PFX and CK exhibited similar dose conformity. LGK-PFX showed superior normal tissue sparing.

Dosimetric and radiobiological comparison of Cyberknife and Tomotherapy in stereotactic body radiotherapy for localized prostate cancer.

BACKGROUND AND PURPOSE: As recent studies have suggested relatively low α/ß for prostate cancer, the interest in hypofractionated stereotactic body radiotherapy (SBRT) for prostate cancer is rising. The aim of this study is to compare dosimetric results of Cyberknife (CK) with Tomotherapy (HT) in SBRT for localized prostate cancer. Furthermore, the radiobiologic consequences of heterogeneous dose distribution are also analyzed. MATERIAL AND METHOD: A total of 12 cases of localized prostate cancer previously treated with SBRT were collected. Treatments had been planned and delivered using CK. Then HT plans were generated for comparison afterwards. The prescribed dose was 37.5Gy in 5 fractions. Dosimetric indices for target volumes and organs at risk (OAR) were compared. For radiobiological evaluation, generalized equivalent uniform dose (gEUD) and normal tissue complication probability (NTCP) were calculated and compared. RESULT: Both CK and HT achieved target coverage while meeting OAR constraints adequately. HT plans resulted in better dose homogeneity (Homogeneity index: 1.04±0.01 vs. 1.21±0.01; p = 0.0022), target coverage (97.74±0.86% vs. 96.56±1.17%; p = 0.0076) and conformity (new vonformity index: 1.16±0.05 vs. 1.21±0.04; p = 0.0096). HT was shown to predict lower late rectal toxicity as compared to CK. Integral dose to body was also significantly lower in HT plans (46.59±6.44 Gy'L vs 57.05±11.68 Gy'L; p = 0.0029). CONCLUSION: Based on physical dosimetry and radiobiologic considerations, HT may have advantages over CK, specifically in rectal sparing which could translate into clinical benefit of decreased late toxicities.

Trajectories of Older Adults' Leisure Time Activity and Functional Disability: a 12-Year Follow-Up.

PURPOSE: This study explored how changes in leisure time activities interplayed with changes in functional disability among Taiwanese older adults. METHOD: A parallel process and multiple-indicator latent growth curve modeling was adopted for analysis of the data. Longitudinal data from four waves of the Taiwan Longitudinal Study on Aging, collected between 1996 and 2007, were used for analysis. Data included responses of 5451 older adults with a mean age of 67.16 years (SD = 2.51) in 1996. RESULTS: Compared to baseline level of leisure time activities, increasing the rate of change in leisure time activities has more than three times the effect on slowing down the progression of functional disabilities. The baseline functional disabilities did not significantly predict the changes in leisure time activity participation. CONCLUSION: Engagement in leisure time activity in later life is associated with a slower speed of progression toward functional disability. Early functional disability may not inhibit leisure time activity participation in later life.

Forecasting the Incidence of Dementia and Dementia-Related Outpatient Visits With Google Trends: Evidence From Taiwan.

BACKGROUND: Google Trends has demonstrated the capability to both monitor and predict epidemic outbreaks. The connection between Internet searches for dementia information and dementia incidence and dementia-related outpatient visits remains unknown. OBJECTIVE: This study aimed to determine whether Google Trends could provide insight into trends in dementia incidence and related outpatient visits in Taiwan. We investigated and validated the local search terms that would be the best predictors of new dementia cases and outpatient visits. We further evaluated the nowcasting (ie, forecasting the present) and forecasting effects of Google Trends search trends for new dementia cases and outpatient visits. The long-term goal is to develop a surveillance system to help early detection and interventions for dementia in Taiwan. METHODS: This study collected (1) dementia data from Taiwan's National Health Insurance Research Database and (2) local Internet search data from Google Trends, both from January 2009 to December 2011. We investigated and validated search terms that would be the best predictors of new dementia cases and outpatient visits. We then evaluated both the nowcasting and the forecasting effects of Google Trends search trends through cross-correlation analysis of the dementia incidence and outpatient visit data with the Google Trends data. RESULTS: The search term "dementia + Alzheimer's disease" demonstrated a 3-month lead effect for new dementia cases and a 6-month lead effect for outpatient visits (r=.503, P=.002; r=.431, P=.009, respectively). When gender was included in the analysis, the search term "dementia" showed 6-month predictive power for new female dementia cases (r=.520, P=.001), but only a nowcasting effect for male cases (r=.430, P=.009). The search term "neurology" demonstrated a 3-month leading effect for new dementia cases (r=.433, P=.008), for new male dementia cases (r=.434, P=.008), and for outpatient visits (r=.613, P<.001). CONCLUSIONS: Google Trends established a plausible relationship between search terms and new dementia cases and dementia-related outpatient visits in Taiwan. This data may allow the health care system in Taiwan to prepare for upcoming outpatient and dementia screening visits. In addition, the validated search term results can be used to provide caregivers with caregiving-related health, skills, and social welfare information by embedding dementia-related search keywords in relevant online articles.

Spatial Analysis of Home and Community-Based Services and Number of Deaths Among Older Adults in Taiwan.

This study examined the geographical distribution of home- and community-based services (HCBS) resources in Taiwan's Long-Term Care 2.0 policy and explored its association with the number of deaths among older adults. The main outcome of the study was determination of the number of deaths among older adults in townships (N = 346) in 2021. The results showed that home-based HCBS had a significant positive association with mortality among older adults; moreover, community-based and complementary services, which are highly clustered within a township and among its neighbors, exert a significant protective effect on mortality among older adults. Stratified analyses showed a significantly lower mortality among older adults using adult foster care and transportation services, but a significantly higher mortality among older adults using home-based professional care and respite care services, after considering the sociodemographic characteristics of older adults, urbanization, and the number of long-term care resources in the spatial analysis.

Development and evaluation of ultrasound image tracking technology based on Mask R-CNN applied to respiratory motion compensation system.

Background: For respiration induced tumor displacement during a radiation therapy, a common method to prevent the extra radiation is image-guided radiation therapy. Moreover, mask region-based convolutional neural networks (Mask R-CNN) is one of the state-of-the-art (SOTA) object detection frameworks capable of conducting object classification, localization, and pixel-level instance segmentation. Methods: We developed a novel ultrasound image tracking technology based on Mask R-CNN for stable tracking of the detected diaphragm motion and applied to the respiratory motion compensation system (RMCS). For training Mask R-CNN, 1800 ultrasonic images of the human diaphragm are collected. Subsequently, an ultrasonic image tracking algorithm was developed to compute the mean pixel coordinates of the diaphragm detected by Mask R-CNN. These calculated coordinates are then utilized by the RMCS for compensation purposes. The tracking similarity verification experiment of mask ultrasonic imaging tracking algorithm (M-UITA) is performed. Results: The correlation between the input signal and the signal tracked by M-UITA was evaluated during the experiment. The average discrete Fréchet distance was less than 4 mm. Subsequently, a respiratory displacement compensation experiment was conducted. The proposed method was compared to UITA, and the compensation rates of three different respiratory signals were calculated and compared. The experimental results showed that the proposed method achieved a 6.22% improvement in compensation rate compared to UITA. Conclusions: This study introduces a novel method called M-UITA, which offers high tracking precision and excellent stability for monitoring diaphragm movement. Additionally, it eliminates the need for manual parameter adjustments during operation, which is an added advantage.

Continuous Use of Home Care Services and Functional Performance: A Population-Based Approach.

BACKGROUND: Home care (HC) services are the foundational service in Taiwan, such as personal care, housekeeping, showers, meal preparation, and so on. We used population-representative data to evaluate the effects of HC services use on the long-term functional performance of older adults. METHOD: This longitudinal study used latent growth curve modeling, measured as trajectories in activities of daily living (ADL) ability. We retrieved data for 1,851 care recipients from the Long-Term Care Service Management System database. RESULTS: Continuous use of HC services had positive effects on functional performance over time of declining functional capacity (ß = .075, p < .05). While greater age was associated with slower increases in ADL scores, being female and living alone were associated with faster increases in ADL scores. DISCUSSION: Continuous use of the HC services provided has a significant impact on maintaining or improving functional performance among older adults in the early stage of declined functional capacity.

Relationships between reablement-embedded home- and community-based service use patterns and functional improvement among older adults in Taiwan.

For its second decade, Taiwan's National 10-Year Long-Term Care Plan launched a policy of reinforcing home- and community-based services (HCBSs) with a focus on reablement. This study aimed to (1) identify the distinct service use patterns of reablement-embedded HCBS and (2) examine the effects of these service patterns on functional improvements among older care recipients, including among groups with different levels of care needs. We collected 2018 data from the Long-Term Care Service Management System for care recipients in one county located in central Taiwan (N = 4735). Three recipient groups were assigned based on level of care needs. We included data on use of the following services: reablement, home care, respite care, applications for assistive devices and home environmental modifications, transportation to medical appointments and community-based services. Outcome variables were measured by change scores between successive assessments of activities of daily living (ADL) and instrumental activities of daily living (IADL). Latent class analysis and multivariate linear regression analyses were used to analyse relationships between use patterns, participant subgroups and outcomes. Four subgroups of HCBS use patterns were found. Care recipients with low care needs had greater potential to improve their physical function in ADL through reablement-embedded HCBS. Care recipients in the groups with low and high care needs showed overall benefits in functional improvements in ADL and IADL from personal care-based HCBS. Care recipients in the community-based and multiple services-based use pattern subgroups showed the least improvement in physical function. Our study indicates that the effects of reablement-embedded HCBS use strategies may vary among older adults with different levels of care needs. We recommend further research to examine how to design HCBS with a reablement focus to better fit the needs of those with moderate and high levels of care needs.

The Impact of Multiple Long-Term Care Services Use on Dementia and Nondementia Caregivers' Health Care Utilization and Costs.

BACKGROUND: The study examined the effects of multiple long-term care (LTC) services (i.e., using both social and professional care services) on caregivers of service recipients with and without dementia. METHODS: We retrieved data for 10,771 caregivers of older adults in the Ten-Year Long-Term Care Project (TLTCP) in Taiwan. We examined the effects of care recipients' initial prescription of single or multiple LTC services on their caregivers' healthcare services use, including outpatient, emergency department (ED), and inpatient services. RESULTS: For care recipients prescribed a single LTC service, dementia caregivers had 0.82 more ED visits and 10.4% higher total fees than nondementia caregivers (p < .05). However, for care recipients prescribed multiple LTC services, dementia caregivers and nondementia caregivers used healthcare services at similar levels, and dementia caregivers had 3.5% lower per-visit outpatient fees (p < .05). DISCUSSION: Providing multiple LTC services for people with dementia results in great benefit to their caregivers.

The impact of different patterns of home- and community-based services on nursing home admission: National data from Taiwan.

BACKGROUND: This study had two aims: (a) to identify the different patterns of use of home- and community-based services (HCBS) among older adults in Taiwan, and (b) to examine the effects of the different use patterns on HCBS recipients' use of institutional long-term care services. METHODS: The study analyzed cohort data from Taiwan's first National 10-Year Long-Term Care Plan database and from National Health Insurance Claim Data. We extracted baseline information on older adults who were first evaluated for and prescribed HCBS from 2010 through 2013 (N = 71,260). We used latent class analysis to specify the underlying subgroups of recipients with similar patterns of HCBS use. We used hierarchical multinomial logistic regression to examine the effect of the different use patterns on the risk of institutional (e.g., nursing home) placement from 4 to 15 months after initial HCBS evaluation. RESULTS: Four subgroups of HCBS recipients were identified, with patterns of home-based personal care (PC), home-based personal care and medical care (PC/MC), home-based medical care (MC), and community care services. Compared to the home-based PC/MC group, people in the home-based MC group had lower risk (OR = 0.54) and people in the community care group had higher risk (OR = 1.76) of admission to a nursing home. CONCLUSIONS: Study findings may provide insights for policy makers regarding the usefulness of integrating medical care and other types of long-term care services into adult day care.

The feasibility of an approximate irregular field dose distribution simulation program applied to a respiratory motion compensation system.

PURPOSE: This study optimized our previously proposed simulation program for the approximate irregular field dose distribution (SPAD) and applied it to a respiratory motion compensation system (RMCS) and respiratory motion simulation system (RMSS). The main purpose was to rapidly analyze the two-dimensional dose distribution and evaluate the compensation effect of the RMCS during radiotherapy. METHODS: This study modified the SPAD to improve the rapid analysis of the dose distribution. In the experimental setup, four different respiratory signal patterns were input to the RMSS for actuation, and an ultrasound image tracking algorithm was used to capture the real-time respiratory displacement, which was input to the RMCS for actuation. A linear accelerator simultaneously irradiated the EBT3 film. The gamma passing rate was used to verify the dose similarity between the EBT3 film and the SPAD, and conformity index (CI) and compensation rate (CR) were used to quantify the compensation effect. RESULTS: The Gamma passing rates were 70.48-81.39% (2%/2mm) and 88.23-96.23% (5%/3mm) for various collimator opening patterns. However, the passing rates of the SPAD and EBT3 film ranged from 61.85% to 99.85% at each treatment time point. Under the four different respiratory signal patterns, CR ranged between 21% and 75%. After compensation, the CI for 85%, 90%, and 95% isodose constraints were 0.78, 0.57, and 0.12, respectively. CONCLUSIONS: This study has demonstrated that the dose change during each stage of the treatment process can be analyzed rapidly using the improved SPAD. After compensation, applying the RMCS can reduce the treatment errors caused by respiratory movements.

Use of Home- and Community-Based Services in Taiwan's National 10-Year Long-Term Care Plan.

We aimed to understand the relationships between care recipients' profiles and home- and community-based services (HCBS use patterns. Data were from the 2010 to 2013 Long-Term Care Service Management System in Taiwan (N = 78,205). We used latent class analysis and multinomial logistic regression analyses. Three HCBS use patterns were found. Care recipients who lived alone, lived in less urbanized areas, and had instrumental activities of daily living disabilities were more likely to be in the home-based personal care group. Those in the home-based personal and medical care group were more likely than others to have a primary caregiver. Care recipients who had poorer abilities at basic activities of daily living and cognitive function, better household income, and lived in a more urbanized area were more likely to be in the non-personal care multiple services group. The findings suggest that policymakers alleviate barriers to accessing various patterns of HCBS should be encouraged.

Tumor motion tracking based on a four-dimensional computed tomography respiratory motion model driven by an ultrasound tracking technique.

BACKGROUND: An ultrasound image tracking algorithm (UITA) was combined with four-dimensional computed tomography (4DCT) to create a real-time tumor motion-conversion model. The real-time position of a lung tumor phantom based on the real-time diaphragm motion trajectories detected by ultrasound imaging in the superior-inferior (SI) and medial-lateral (ML) directions were obtained. METHODS: Three different tumor motion-conversion models were created using a respiratory motion simulation system (RMSS) combined with 4DCT. The tumor tracking error was verified using cone-beam computed tomography (CBCT). The tumor motion-conversion model was produced by using the UITA to monitor the motion trajectories of the diaphragm phantom in the SI direction, and using 4DCT to monitor the motion trajectories of the tumor phantom in the SI and ML directions over the same time period, to obtain parameters for the motion-conversion model such as the tumor center position and the amplitude and phase ratios. RESULTS: The tumor movement was monitored for 90 s using CBCT to determine the real motion trajectories of the tumor phantom and using ultrasound imaging to simultaneously record the diaphragm movement. The absolute error of the motion trajectories of the real and estimated tumor varied between 0.5 and 2.1 mm in the two directions. CONCLUSIONS: This study has demonstrated the feasibility of using ultrasound imaging to track diaphragmatic motion combined with a 4DCT tumor motion-conversion model to track tumor motion in the SI and ML directions. The proposed method makes tracking a lung tumor feasible in real time, including under different breathing conditions.

Simulating the approximate irregular field dose distribution in radiotherapy using an ultrasound tracking technique.

PURPOSE: This study used an ultrasound image tracking algorithm (UITA) in combination with a proposed simulation program for the approximate irregular field dose distribution (SPAD) to assess the feasibility of performing dose distribution simulations for two-dimensional radiotherapy. METHODS: This study created five different types of multileaf collimator openings, and applied a SPAD to analyze the matrix position parameters for each regular field to generate a static program-simulation dose distribution map (PDDM), whose similarity was then compared with a static radiochromic film experimental-measurement dose distribution map (EDDM). A two-dimensional respiration motion simulation system (RMSS) was used to reproduce the respiration motion, and the UITA was used to capture the respiration signals. Respiration signals were input to the SPAD to generate two dynamic PDDMs, which were compared for similarity with the dynamic EDDM. RESULTS: In order to verify the dose distribution between different dose measurement techniques, the gamma passing rate with 2%/2 mm criterion was used for the EDDM and PDDM, the passing rates were between 94.31% and 99.71% in the static field analyses, and between 84.45% and 96.09% for simulations with the UITA signal input and between 89.35% and 97.78% for simulations with the original signal input in the dynamic field analyses. CONCLUSIONS: Static and dynamic dose distribution maps can be simulated based on the proposed matrix position parameters of various fields and by using the UITA to track respiration signals during radiation therapy. The present findings indicate that it is possible to develop a reusable and time-saving dose distribution measurement tool.