Decoding basic emotional states through integration of an fNIRS-based brain-computer interface with supervised learning algorithms. by Ayşenur Eser, Sinem Burcu Erdoğan

“…Within this advancing field, the aim of this study was to test the feasibility of a functional near-infrared spectroscopy (fNIRS)-based BCI system for accurate prediction and objective identification of three fundamental emotional states that involved positive, negative and neutral conditions. …”
Get full text

Identification of Genes Predicting Poor Response of Trastuzumab in Human Epidermal Growth Factor Receptor 2 Positive Breast Cancer by Xinrui Dong, Huijuan Dai, Aijun Sun, Zhenfeng Yu, Yueyao Du

“…Differentially expressed genes (DEGs) between the pathological complete response (pCR) group and non-pCR group in a trastuzumab neoadjuvant therapy cohort and DEGs between Herceptin-resistant and wild-type cell lines were detected and evaluated. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways analyses were performed to select the functional hub genes. …”
Get full text

Detour-Straddle 3D-like path planning of unmanned mining truck in open pit mines based on optimized ant colony algorithm by Mingyu GAO, Jiusheng BAO, Yan YIN, Deping HU, Kekun ZHANG, Chenzhong ZHU, Maosen WANG, Kai WANG

“…Adaptive multi-step movement mode is introduced, and a multi-objective heuristic function is designed to introduce cross-obstacle evaluation. …”
Get full text

Blind super-resolution network based on local fuzzy discriminative loss for fabric data augmentation by Ning Dai, Xiaohan Hu, Kaixin Xu, Xudong Hu, Yanhong Yuan, Bo Cao, Luhong Shi

“…Additionally, in terms of objective performance, augmenting the DAGM2007 dataset using the proposed model, the detection model's accuracy (P) increased by 7.4%, recall (R) increased by 1.0%, and the mean average precision (mAP) increased by 2.5%, surpassing commonly used traditional vision-based data augmentation algorithms.…”
Get full text

Effectiveness of Different Models of Physical Activity in Improving the Physiological Characteristics of Girls Studying at University by Volodymyr Banakh, Gennadii Iedynak, Oksana Blavt

“… Objectives.  The purpose of the study was to determine the best of two models of physical activity in improving the physiological characteristics of girls during the first year of university study.  …”
Get full text

Assistive Devices Analysis for Visually Impaired Persons: A Review on Taxonomy by Sadia Zafar, Muhammad Asif, Maaz Bin Ahmad, Taher M. Ghazal, Tauqeer Faiz, Munir Ahmad, Muhammad Adnan Khan

“…VIPs need assistance in performing daily life tasks like object/obstacle detection and recognition, navigation, and mobility, particularly in indoor and outdoor environments. …”
Get full text

Systematic evaluation of single-cell RNA-seq analyses performance based on long-read sequencing platforms by Enze Deng, Qingmei Shen, Jingna Zhang, Yaowei Fang, Lei Chang, Guanzheng Luo, Xiaoying Fan

“…Introduction: The rapid development of next-generation sequencing (NGS)-based single-cell RNA sequencing (scRNA-seq) allows for detecting and quantifying gene expression in a high-throughput manner, providing a powerful tool for comprehensively understanding cellular function in various biological processes. …”
Get full text

A multi-graph convolutional network method for Alzheimer’s disease diagnosis based on multi-frequency EEG data with dual-mode connectivity by Qingjie Xu, Qingjie Xu, Libing An, Haiqiang Yang, Haiqiang Yang, Keum-Shik Hong, Keum-Shik Hong

“…ObjectiveAlzheimer’s disease (AD) is mainly identified by cognitive function deterioration. …”
Get full text

Implementation of Autonomous Navigation for Solar-Panel-Cleaning Vehicle Based on YOLOv4-Tiny by Wen-Chang Cheng, Xu-Dong Chen

“…The system utilizes the YOLOv4-Tiny object detection model to detect white lines on the solar panels and combines the model with a proportional–integral–derivative (PID) controller to achieve autonomous navigation functionality. …”
Get full text

ODD-Net: a hybrid deep learning architecture for image dehazing by C. S. Asha, Abu Bakr Siddiq, Razeem Akthar, M. Ragesh Rajan, Shilpa Suresh

“…This degradation in image quality can adversely affect various applications, including autonomous driving, object detection, and surveillance, where poor visibility may lead to navigation errors and obscure crucial details. …”
Get full text

Research on Optimized Algorithm for Deep Learning Based Recognition of Sediment Particles in Turbulent Flow by WANG Hao, YANG Feiqi, ZHANG Lei, WU Wei, XIE Haonan, ZHAO Lin

“…The YOLOv5 (you only look once) method is designed to rapidly and accurately detect specific target objects and their locations in images after training on a sampled dataset. …”
Get full text

EFFICIENCY OF QUANTITATIVE ANALYSIS OF LUNG COMPUTED TOMOGRAPHY FINDINGS IN PATIENTS WITH CHRONIC OBSTRUCTIVE PULMONARY DISEASE by A. V. Kolsanov, P. M. Zel,ter, A. V. Kapishnikov, S. S. Chaplygin

“…Objective: to evaluate the efficiency of detection of emphysema in the analysis of lung computed tomography (CT) images using the “Autoplan” program and to compare the data of quantitative analysis and clinical indicators. …”
Get full text

Utilizing a Transient Electromagnetic Inversion Method with Lateral Constraints in the Goaf of Xiaolong Coal Mine, Xinjiang by Yingying Zhang, Bin Xie, Xinyu Wu

“…Through an OCCAM inversion approach, the regularization factor is dynamically determined by evaluating the norms of the data objective function and model objective function in each iteration, thereby reducing the reliance of inversion results on the initial model. …”
Get full text

Experimental Study of Coherent Collaborative Processing Method in Distributed Automotive Radar by A. A. Kuzin, S. E. Kuznetsov, A. V. Miakinkov, R. S. Fadeev, S. A. Shabalin

“…The use of MIMO-based distributed systems allow the characteristics of object resolution by angle to be significantly improved. …”
Get full text

Studying some lymphocyte subpopulations in search for predictors of renal graft dysfunction by S. V. Zybleva, S. L. Zyblev, V. N. Martinkov

“…Objective. To determine the immunological criteria for the prediction of a graft dysfunction. …”
Get full text

The Effect of Swallowing Action Observation Therapy on Resting fMRI in Stroke Patients with Dysphagia by Ming Zeng, Zhongli Wang, Xuting Chen, Meifang Shi, Meihong Zhu, Jingmei Ma, Yunhai Yao, Yao Cui, Hua Wu, Jie Shen, Lingfu Xie, Jianming Fu, Xudong Gu

“…Objective. Many stroke victims have severe swallowing problems. …”
Get full text

Modified QuEChERS method combined with ultra-high performance liquid chromatography-tandem mass spectrometry for simultaneous determination of 19 quinolones and sulfonamides in aqu... by SUN Juan, YANG Jing, ZHAO Chun-hui, SHEN Yuan, LI Ying, FANG Fang

“…<b>Objective:</b> A simultaneous determination method was established for detecting 19 kinds of quinolones and sulfonamides in aquatic products simultaneously, by using QuEChERS combined with UPLC-MS/MS. …”
Get full text

Genotyping from targeted NGS data based on a small set of SNPs correctly matches patient samples by Deyan Yordanov Yosifov, Christof Schneider, Stephan Stilgenbauer, Daniel Mertens, Eugen Tausch

“…In two cohorts of totally 1441 patients with sequential samples, we could identify 3 sample swaps, 7 mislabelled samples (3 externally and 4 internally) and 1 mistake of unknown origin. We provide an R function for automated detection of sample swaps and mislabelling to the community as a free and open-source tool.…”
Get full text

Primed infusion with delayed equilibrium of Gd.DTPA for enhanced imaging of small pulmonary metastases. by Tammy L Kalber, Adrienne E Campbell-Washburn, Bernard M Siow, Elizabeth Sage, Anthony N Price, Katherine L Ordidge, Simon Walker-Samuel, Sam M Janes, Mark F Lythgoe

“…<h4>Objectives</h4>To use primed infusions of the magnetic resonance imaging (MRI) contrast agent Gd.DTPA (Magnevist), to achieve an equilibrium between blood and tissue (eqMRI). …”
Get full text

Propofol Suppresses Ferroptosis via Modulating eNOS/NO Signaling Pathway to Improve Traumatic Brain Injury by Zi‐Lei Zheng, Xu‐Peng Wang, Yu‐Fei Hu, Wen‐Guang Li, Qi Zhou, Fang Xu, Qiu‐Jun Wang

“…Nissl staining and Perls staining were employed to assess neuronal function and iron deposition, respectively. Western blot technology was employed to detect the expression of proteins related to ferroptosis. …”
Get full text