Ball trajectory data are one of the most fundamental and useful information in evaluation players' performance analysis game strategies. It is still challenging to recognize position a high-speed tiny ball accurately from an ordinary video. In this paper, we develop deep learning network, called TrackNet, track tennis broadcast videos which images small, blurry, sometimes with afterimage tracks or even invisible. The proposed heatmap-based network trained not only image single frame but also...

Abstract Background The clinicopathological features and prognosis of breast cancer in Asia are different from those the Western countries. Tumor-infiltrating immune cells can influence outcome patients with cancer, but they have not been systemically evaluated Asian cancer. Methods We compared score, composition, prognostic impact infiltrating between by analyzing gene expression profiles eight Gene Expression Omnibus data sets Cancer Genome Atlas set. Estimation Stromal Immune Cells...

Tumor-infiltrating leukocytes (TILs) are immune cells surrounding tumor cells, and several studies have shown that TILs potential survival predictors in different cancers. However, few dissected the differences between hepatitis B- C-related hepatocellular carcinoma (HBV-HCC HCV-HCC). Therefore, we aimed to determine whether abundance composition of for outcomes HCC which most significant predictors. Two bioinformatics algorithms, ESTIMATE CIBERSORT, were utilized analyze gene expression...

Individuals with cervical spinal cord injury (C-SCI) often use a tenodesis grip to compensate for their hand function deficits. Although clinical evidence confirms that assistive devices can help achieve improvements, the currently available have some limitations in terms of price and accessibility difference user's muscle strength. Therefore, this study, we developed 3D-printed wrist-driven orthosis improve gripping effect tested feasibility device by assessing its functional outcomes. A...

<sec> <title>BACKGROUND</title> Mood disorders, including bipolar disorder (BP) and major depressive (MDD), are characterized by significant psychological behavioral fluctuations, with mobility patterns serving as potential markers of emotional states. </sec> <title>OBJECTIVE</title> Leveraging GPS data an objective measure, this study explores the diagnostic monitoring capabilities Fourier transform, a frequency-domain analysis method, in mood disorders. <title>METHODS</title> A total 62...

Epithelial ovarian cancer patients usually relapse after primary management. We utilized the support vector machine algorithm to develop a model for chemo-response using Cancer Cell Line Encyclopedia (CCLE) and validated in The Genome Atlas (TCGA) GSE9891 dataset. Finally, we evaluated feasibility of from our institute. 10-gene predictive demonstrated that high response group had longer recurrence-free survival (RFS) (log-rank test, p = 0.015 TCGA, 0.013 0.039 NTUH) overall (OS) 0.002 TCGA...

Long noncoding RNAs (lncRNAs) not only participate in normal hematopoiesis but also contribute to the pathogenesis of acute leukemia. However, their clinical and prognostic relevance myelodysplastic syndromes (MDSs) remains unclear date. In this study, we profiled lncRNA expressions 176 adult patients with primary MDS, identified 4 lncRNAs whose expression levels were significantly associated overall survival (OS). We then constructed a risk-scoring system weighted sum these lncRNAs. Higher...

Computer vision based object tracking has been used to annotate and augment sports video. For automatically systematically competition data collection tactical analysis. The proposed project also includes research of visualization, connected training auxiliary devices, warehouse. Deep learning techniques will be develop video-based real-time microscopic on broadcast Machine In addition, devices including smart badminton rackets serving machines developed the IoT technology further utilize...

Abstract In East Asia, the breast cancer incidence rate among women aged &lt;50 years has rapidly increased. Emerging tumors are distinctly characterized by a high prevalence of estrogen receptor (ER)–positive/human epidermal growth factor (HER2)–negative cancer. present study, we identified unique genetic alterations in these emerging tumors. We analyzed gene copy number variations (CNVs) from 120 Taiwanese patients, and obtained public datasets CNV expression (GE). The data regarding GE...

Abstract Drosophila suzukii lay eggs in soft-skinned, ripening fruits, making this insect a serious threat to berry production. Since its 2008 introduction into North America, growers have used insecticides, such as pyrethroids and spinosads, the primary approach for D. management, resulting development of insecticide resistance pest. This study sought identify molecular mechanisms conferring these populations. We sequenced transcriptomes two pyrethroid- spinosad-resistant isofemale lines....

Background: To assess the value of chromosomal microarray analysis (CMA) during prenatal diagnosis high-risk pregnancies. Methods: Between January 2016 and November 2021, we included 178 chorionic villi 859 amniocentesis samples from consecutive cases at a multiple tertiary hospital. Each these singleton pregnancies had least one following indications: (1) advanced maternal age (AMA; ≥35 years; 546, 52.7%); (2) fetal structural abnormality on ultrasound (197, 19.0%); (3) first- or...

In recent years, the demand for application-specific qualify of service (QoS) management has grown. To effectively do QoS, a system albe to flow classification at application level is required. This paper presents an identification that can be integrated with QoS in software defined network (SDN). describes method obtain ground truth (label) from four mainstream operating systems (OS), and classify based on supervised machine learning DNS responses. our experiment, average F-measure all...

The virtual Customer Premise Equipment (vCPE) concept has been proposed recently to reduce OPEX and CAPEX. Software-defined networking (SDN) network functions virtualization (NFV) are key roles for this innovation. This paper proposes a vCPE framework enables deploying VNFs as edge of network. These achieved by the synergies between VNF controller on cloud an SDN switch at edge. A multiple flow table management model is also implement functions. Through framework, customer only needs generic...

Abstract Background: Pregnancy-associated breast cancer (PABC) is BC diagnosed during pregnancy or within 2 years after pregnancy. Although PABC a rare subgroup of BC, the outcome worse than developed in same age group unrelated to The proliferation and involution mammary gland create unique immune microenvironment breast. Comprehensive profiling tumor important but lacking. Methods: We retrospectively identified patients from electronic medical records their blocks pathology department our...

Objectives: This study aimed to establish reference values for fetal aortic isthmus blood flow velocity and associated indices during the first trimester, utilizing a novel ultrasonographic technique known as high-definition imaging (HDFI). Additionally, correlation between Doppler profiles of key parameters, including nuchal thickness (NT), crown-rump length (CRL), heartbeat (FHB), was investigated. Methods: A total 262 fetuses were included in analysis December 2022 2023. Utilizing 2D...

Abstract The liver circadian clock and hepatic transcriptome are highly responsive to metabolic signals generated from feeding-fasting rhythm. Previous studies have identified a number of nutrient-sensitive signaling pathways that could interpret input regulate rhythmic biology. Here, we investigated the role O-GlcNAcylation, post-translational modification (PTM) in mediating regulation biology liver. We observed daily oscillation global nuclear protein O-GlcNAcylation mice subjected natural...

Abstract Drosophila suzukii lay eggs in soft-skinned, ripening fruits, making this insect a serious threat to berry production. Since its 2008 introduction into North America, growers have used insecticides, such as pyrethroids and spinosads, the primary approach for D. management, resulting detections of insecticide resistance pest. This study sought identify molecular mechanisms conferring these populations. We sequenced transcriptomes two pyrethroid- spinosad-resistant isofemale lines. In...

Background Although significant research has explored the digital phenotype in mood disorders, time-lagged and bidirectional relationship between global positioning system (GPS) mobility remains relatively unexplored. Leveraging widespread use of smartphones, we examined correlations behavioral changes, which could inform future scalable interventions personalized mental health monitoring. Objective This study aims to investigate time lag relationships passive GPS data active ecological...

We have conducted cervical imaging of uterine and micro-vessel flow velocity waveforms in acute pelvic inflammatory disease (PID) by transvaginal power Doppler ultrasound (TVPDU) order to explore the associations sonographic parameters with simple complex cervicitis. Thirty-eight patients PID (26 cervicitis 12 cervicitis) were enrolled for an assessment vascular grading cervix using TVPDU before treatment. Seven parameters, including (VG), lowest pulsatility index (PI), resistance (RI), peak...