Wearable multimode sensor with a seamless integrated structure for recognition of different joint motion states with the assistance of a deep learning algorithm.

Accurate motion feature extraction and recognition provide critical information for many scientific problems. Herein, a new paradigm for a wearable seamless multimode sensor with the ability to decouple pressure and strain stimuli and recognize the different joint motion states is reported. This wearable sensor is integrated into a unique seamless structure consisting of two main parts (a resistive component and a capacitive component) to decouple the different stimuli by an independent resistance-capacitance sensing mechanism. The sensor exhibits both high strain sensitivity (GF = 7.62, 0-140% strain) under the resistance mechanism and high linear pressure sensitivity (S = 3.4 kPa-1, 0-14 kPa) under the capacitive mechanism. The sensor can differentiate the motion characteristics of the positions and states of different joints with precise recognition (97.13%) with the assistance of machine learning algorithms. The unique integrated seamless structure is achieved by developing a layer-by-layer casting process that is suitable for large-scale manufacturing. The proposed wearable seamless multimode sensor and the convenient process are expected to contribute significantly to developing essential components in various emerging research fields, including soft robotics, electronic skin, health care, and innovative sports systems applications.

Predictors of successful discontinuation from renal replacement therapy during AKI: A meta-analysis.

The predictors of weaning time of renal replacement therapy (RRT) remain controversial for special patients suffering from acute kidney injury (AKI). The present work aims to perform a meta-analysis to evaluate proper predictors of RRT weaning in AKI patients. We systematically searched EMBASE, PubMed, and Cochrane Central Register of Controlled trials for literatures between 1984 and June 2019. Studies evaluating predictors of weaning success of RRT in patients of AKI were included. Random-effects model or fixed-effects model meta-analyses were performed to compute a standard mean difference (SMD). Newcastle-Ottawa Scale was employed to assess the risk of bias. We included 10 observational trials including 1453 patients. Twelve predictors including urine output, serum creatinine, serum urea, mean arterial pressure, central venous pressure, lactate, serum potassium, serum bicarbonate, pH value, SOFA score, urinary urea, and urinary creatinine were identified, showing urine output (p = 0.0000), serum creatinine (p = 0.008), serum potassium (p = 0.02), serum bicarbonate (p = 0.01), pH value (p = 0.03), urinary urea (p = 0.002), and urinary creatinine (p = 0.02) were significantly associated with weaning success. With the limited evidence, we speculate that urine output, serum creatinine, serum potassium, serum bicarbonate, pH value, urinary urea, and urinary creatinine might be associated with successful weaning.

Feature of the angulation between left pulmonary artery and main pulmonary artery and its relationship to pulmonary artery development in patients with tetralogy of Fallot / 中国胸心血管外科临床杂志

@#Objective    To investigate the feature of the angulation between left pulmonary artery (LPA) and main pulmonary artery (MPA) and its relationship to pulmonary artery development in patients with tetralogy of Fallot (TOF). Methods    A total of 101 TOF patients in West China Hospital from 2014 to 2018 were enrolled in a TOF group, including 62 males and 39 females, aged 6.8 (0.3-45.8) years, and another 20 patients without basic cardiac diseases at the same stage were enrolled in a control group, including 10 males and 10 females, aged 6.9 (0.3-54.0) years. Diameters of LPA, right pulmonary artery (RPA) and MPA, the angulation between LPA and MPA (MPA-LPA), McGoon ratio, and Nakata index were measured and compared between the two groups. The relationship between the above data and MPA-LPA angulation was also analyzed. Results    The average MPA-LPA angulation was smaller in the TOF group than that in the control group (113.63° vs. 128.45°, P=0.001 8). The MPA Z score was also smaller in the TOF group than that in the control group (0.46 vs. 2.75, P=0.000 4). No relationship was found by correlation analysis between the MPA-LPA angulation and MPA Z score or LPA Z score in the control group (P=0.239 6, 0.114 7) and the TOF group (P=0.759 3, 0.242 7). The McGoon ratios (2.22±0.72, 2.43±0.94, P=0.340 0) and Nakata index (359.3±294.24, 395.52±329.31, P=0.650 0) were not significantly different between the two groups. Conclusion    The angulation of LPA-MPA and MPA Z score are smaller in the TOF group than those in the control group. There is no relationship between MPA-LPA angulation and pulmonary artery diameters. The LPA-MPA angulation should not be considered as an influence factor for LPA development and trans-annular patch surgery.

Association between social and family support and antenatal depression: a hospital-based study in Chengdu, China.

BACKGROUND: Antenatal depression (AD) is considered as one of the major health burdens and has adverse effects on the outcome of expectant mothers and newborns. The present study aims to investigate the prevalence of antenatal depression (AD), and to explore the potential risk factors of AD among pregnant women in Chengdu, including personal background, related social factors, family factors and cognitive factors. METHODS: The prospective nested case-control study included pregnant women who were in their second pregnancy and attended prenatal care at three tertiary hospitals and one regional hospital in Chengdu, China, between March 2015 and May 2016. Self-designed questionnaires were given to participants in their second and third trimesters to collect information on clinical and demographic characteristics, and a modified edition of Edinburgh Postnatal Depression Scale (EPDS) were used to measure AD. The logistic regression was applicated in analyses. RESULTS: A total of 996 pregnant women were included in analysis. Ninety-three women suffered from AD symptoms only in their second trimester, 96 only in their third trimester, and 107 displayed persistent depression in both trimesters. In the univariate analyses, age and marital relationships were linked with AD occurrence in both second and third trimester. In addition, increasing age, full-time job, higher education level, and no gender preference of spouse were associated with reduced persistent depression. Multivariate analysis showed that gender preference and marital relationship were the potential risk factors of persistent depression. CONCLUSIONS: Age, marital relationship relationships, with parents-in-law, the negative recognition of this pregnancy and husband's gender preference were found as risk factors of AD occurrence in some specific trimester. Gender preference of husbands and marital relationships were independently associated with persistent depression. These findings suggest that stronger family support can help improve mental health of pregnant women.