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Gait recognition which is one of the most important and effective biometric technologies has a significant advantage in long-distance recognition systems. For existing gait recognition methods, the template-based approaches may lose temporal information, while the sequence-based methods cannot fully exploit the temporal relations among the sequence. To address the above issues, we propose a novel multiple-temporal-scale gait recognition framework which integrates the temporal information in multiple temporal scales, making use of both the frame and interval fusion information. Moreover, the interval-level representation is realized by a local transformation module. Concretely, 3D convolution neural network (3D CNN) is applied in both the small and the large temporal scales to extract the spatial-temporal information. Moreover, a frame pooling method is developed to address the mismatch of the input of 3D network and video frames, and a novel 3D basic network block is designed to improve efficiency. Experiments demonstrate that the multiple-temporal-scale 3D CNN based gait recognition method can achieve better performance than most recent state-of-the-art methods in CASIA-B dataset. The proposed method obtains the rank-1 accuracy with 96.7% under normal condition, and outperforms other methods on average accuracy by at least 5.8% and 11.1%, respectively, in complex scenarios. CCS CONCEPTS • Security and privacy → Biometrics.

PurposeTo determine the biometry of anterior segment dimensions of the human eye on both horizontal and vertical meridians with extended scan depth optical coherence tomography (OCT) during accommodation.MethodsTwenty pre-presbyopic volunteers, aged between 24 and 30, were recruited. The ocular anterior segment of each subject was imaged using an extended scan depth OCT under non- and 3.0 diopters (D) of accommodative demands on both horizontal and vertical meridians. All the images were analyzed to yield the following parameters: pupil diameter (PD), anterior chamber depth (ACD), anterior and posterior surface curvatures of the crystalline lens (ASC and PSC) and the lens thickness (LT). Two consecutive measurements were performed to assess the repeatability and reproducibility of this OCT. They were evaluated by calculating the within-subject standard deviation (SD), a paired t-test, intra-class correlation coefficients (ICC) and the coefficient of repeatability/reproducibility (CoR).ResultsThere were no significant differences between two consecutive measurements on either horizontal or vertical meridians under both two different accommodative statuses (P>0.05). The ICC for all parameters ranged from 0.775 to 0.998, except for the PSC (0.550) on the horizontal meridian under the non-accommodative status. In addition, the CoR for most of the parameters were excellent (0.004% to 4.89%). In all the parameters, only PD and PSC were found different between the horizontal and vertical meridians under both accommodative statuses (P<0.05). PD, ACD, ASC and PSC under accommodative status were significantly smaller than those under the non-accommodative status, except that the PSC at the vertical meridian did not change. In addition, LT was significantly increased when accommodation.ConclusionThe extended scan depth OCT successfully measured the dimensions of the anterior eye during accommodation with good repeatability and reproducibility on both horizontal and vertical meridians. The asymmetry of lens posterior surface and oval-shaped pupil were found during accommodation.

Background: Uterine artery pseudoaneurysm (UAP) is a rare but potentially life-threatening cause of hemorrhage. Nonetheless, its knowledge could be insufficient among obstetricians, gynecologists, and radiologists. We aimed to clarify the clinical characteristics, management, and outcomes of UAP. Methods: We retrospectively analyzed nine female patients diagnosed with UAP at our institute between 2013 and 2020. Results: Seven cases presented with a history of traumatic surgery including cesarean section, dilation and curettage, laparoscopic myomectomy, and cervical conization. Two cases occurred after spontaneous vaginal delivery and second-trimester pregnancy termination. The main symptom was heavy/massive/prolonged vaginal bleeding. All patients were first evaluated by color Doppler ultrasonography and three cases were confirmed by magnetic resonance imaging. Severn patients underwent transarterial embolization (TAE) of the uterine arteries, and two were managed conservatively. All patients had good outcomes. Conclusions: UAP can develop after traumatic pelvic operations and non-traumatic delivery/abortion. It may be more common than previously considered. The risk of rupture may be correlated with multiple factors other than the mass size. TAE of the uterine artery could be an effective management strategy for ruptured UAP. However, some cases can resolve spontaneously without TAE, suggesting that conservative management can be employed in some women.

Context Pain is one of the most common and intolerable symptoms in cancer patients. But cancer pain control is still negative in China. Objectives This paper explores the application of quality control circle in the treatment of cancer pain in inpatients to improve the quality of life of patients with cancer pain. Method Established a quality control circle group to analyze the current status of cancer pain control in inpatients with moderate cancer pain, set goals, formulate corresponding countermeasures and implement and review them in stages. The plan-do-check-act method was cyclically applied. The Brief Pain Inventory was used to evaluate the cancer pain status of patients with cancer pain hospitalized before (January to April 2016) and after (September to December 2016) the implementation of quality control circle activities. Results The pain control effect of the observation group was significantly better than that of the control group. The mean (standard deviation) of pain severity and pain interference in the observation group were significantly lower than those in the control group (6.21 [2.86] vs 4.31 [2.25], 10.54 [4.10] vs 7.25 [3.77]). There was significant difference after the implementation of quality control circle (P &lt; 0.01). Conclusion Quality control circle activities are used to manage patients with cancer pain, to improve the situation of pain control and to improve the quality of life of patients. This management tool and method is worthy of clinical promotion and application.

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Background Due to the lack of health education adherence assessment tools for stroke patients, the assessment of health education adherence in this population is insufficient, which hinders the prevention and rehabilitation of stroke. This study aims to develop and validate a Health Education Adherence Scale for Stroke Patients (HEAS-SP). Methods A cross-sectional design with a purposive sampling method was used for this study. Six hundred and fifty-four eligible participants completed the demographic questionnaire and the HEAS-SP. The data collection lasted for 7 months, from March 1stto September 30th in 2019. Item analysis and exploratory and confirmatory factor analysis were employed to develop and validate the HEAS-SP. Results The item analysis, exploratory and confirmatory factor analysis resulted in a 20-item HEAS-SP with 4 domains: medication adherence, diet adherence, rehabilitation exercise adherence, and healthy lifestyle adherence. The four-domain model demonstrated acceptable model fit indexes and the 20-item HEAS-SP demonstrated acceptable reliability and validity. Conclusion The 20-item HEAS-SP was shown to have acceptable reliability and validity for assessing health education adherence with respect to diet, medication, rehabilitation exercise and healthy lifestyle in stroke patients, making it a potential basis for developing targeted interventions for stroke patients.

ObjectivesTo examine the association between illness uncertainty, resourcefulness, and poststroke depression (PSD) and identifies whether stroke patients’ resourcefulness plays a mediating role in the relationship between illness uncertainty and PSD.MethodsA cross-sectional study was conducted from September 2020 to April 2021. A convenience sample of 355 stroke patients was recruited. A general characteristic questionnaire, the Mishel Uncertainty in Illness Scale, the Resourcefulness Scale (RS), and the Patient Health Questionnaire-9 (PHQ-9) were used to obtain data. Descriptive analysis, Student’s t-test, Mann–Whitney U-test, chi-squared test, hierarchical regression analyses, Pearson correlation analysis, and mediation analysis with the PROCESS macro were used to analyze the data.ResultsIllness uncertainty, resourcefulness, and PSD were significantly related to each other. Resourcefulness partially mediated the relationship between illness uncertainty and PSD.ConclusionIllness uncertainty and resourcefulness were significantly associated with PSD, and resourcefulness played a mediating role between illness uncertainty and PSD. Interventions designed to reduce illness uncertainty and enhance resourcefulness may contribute to the prevention and improvement of PSD.