A portable EEG signal acquisition system and a limited-electrode channel classification network for SSVEP by Yunxiao Ma, Jinming Huang, Chuan Liu, Meiyu Shi

“…Additionally, a multi-scale channel attention selection network based on the Squeeze-and-Excitation (SE) module (SEMSCS) is proposed to improve the classification performance of portable BCI devices with limited channels. Steady-state visual evoked potential (SSVEP) data were collected using the developed BCI system to evaluate both the system and network performance. …”
Get full text

Determining parameters of surface defects in the base metal of pipelines using results of complex diagnostics by N.V. Krysko, S.V. Skrynnikov, N.A. Shchipakov, D.M. Kozlov, A.G. Kusyy

“…We discuss issues of determining surface operational defects parameters using results of complex diagnostics including ultrasonic, eddy current and visual non-destructive testing methods. We note that the visual method is implemented using a television camera with a computer vision function and a laser triangulation sensor. …”
Get full text

SGANet: A Siamese Geometry-Aware Network for Remote Sensing Change Detection by Jiangwei Chen, Sijun Dong, Xiaoliang Meng

“…By incorporating both RGB data and geometry priors such as relative depth estimations derived from a monocular depth estimation model such as DepthAnythingV2, SGANet surpasses the limitations of traditional methods that primarily depend on visual data. …”
Get full text

Impact of prior arthroscopic rotator cuff repair on postoperative outcomes of reverse shoulder arthroplasty: a comparative analysis of muscle strength recovery and clinical results by Yoshihiro Hirakawa, MD, PhD, Tomoya Manaka, MD, PhD, Katsumasa Nakazawa, MD, PhD, Yoichi Ito, MD, PhD, So Taniguchi, MD, Ayako Ogura, PT, Hidetomi Terai, MD, PhD

Get full text

Graph Neural Networks for Analyzing Trauma-Related Brain Structure in Children and Adolescents: A Pilot Study by Harim Jeong, Minjoo Kang, Shanon McLeay, R. J. R. Blair, Unsun Chung, Soonjo Hwang

“…In contrast, the control group demonstrated richer connectivity patterns, emphasizing regions related to motor and visual processing, such as the Right Lingual Gyrus. …”
Get full text

A systematic review investigating the proportion of clinical images shared in prospective randomized controlled trials involving patients with atopic dermatitis and systemic pharma... by Sam Polesie, Mikael Alsterholm

“…This review highlights the need for authors, the pharmaceutical industry, study sponsors, and publishers to enhance and promote patient information through increased use of visual data.…”
Get full text

A Novel Method for Technology Roadmapping: Nanorobots by Huailan Liu, Zhen Li, Rui Zhang, Yufei Liu, Yixin He

“…To overcome these shortcomings, this paper introduces a novel framework that utilizes the ALBERT method combined with multi-source data for critical theme extraction. It integrates varied data sources, including academic papers and patents, to explore the interrelation within the nanorobot technology roadmap. …”
Get full text

TMFN: a text-based multimodal fusion network with multi-scale feature extraction and unsupervised contrastive learning for multimodal sentiment analysis by Junsong Fu, Youjia Fu, Huixia Xue, Zihao Xu

“…Firstly, we propose an innovative pyramid-structured multi-scale feature extraction method, which captures the multi-scale features of modal data through convolution kernels of different sizes and strengthens key features through channel attention mechanism. …”
Get full text

Ship crack detection method based on lightweight fast convolution and bidirectional weighted feature fusion network by Chong WANG, Yuhui ZHU

Get full text

Enabling discovery of the social determinants of health: using a specialized lens to see beyond the surface by Cynthia Sheffield, Gisela Butera, Dera Tompkins, Vence Bonham, Deborah Duran, Kimberly Middleton, Corina Galindo

Get full text

A pilot study to explore utility of electronic informed consent in a low- income setting; the case of a Controlled human infection study in Blantyre, Malawi [version 2; peer review... by Clara Ngoliwa, Joel Gondwe, Chikondi Chakwiya, Anthony E. Chirwa, Pemphero Liwonde, Evaristar Kudowa, Vitumbiko Nkhoma, Linda Chantunga, Modesta Reuben, Edward Mangani, Tiferanji Sochera, Neema Toto, Lumbani Makhaza, Dingase Dula, Stephen B. Gordon, Ben Morton, Tarsizio Chikaonda, Marc Y.R. Henrion, Edna Nsomba

“…Methods The approved paper consent forms were digitized using Open Data Kit (ODK). Following participant information giving by the research staff, healthy literate adult participants with no audio-visual impairments completed a self-administered e-consent and provided an electronic signature. …”
Get full text

Complications of urethral surgery by B. R. Gvasalia, M. U. Babaev, A. V. Isaeva, A. B. Bogdanov, Yu. P. Gorobets, D. A. Chesnov

Get full text

Assessing usability of electronic patient-reported outcome measures in older people with and without a rare dermatologic disorder by Calvin N. Ho, Anna Kündig, Lila Bahadori, Katy Roat, Rachel Bruce, Caroline P. Goswami, Kimberly Kelly, Thomas Moll

“…Abstract Background Robust and well-defined data collection is important when using electronic patient-reported outcome measures (ePROMs) in clinical studies. …”
Get full text

Evaluation of Ankle Complications after Peroneus Longus Tendon Harvesting for ACL Reconstruction by Mayank Pratap Singh, Maneesh Verma, Dhruvkumar Rakeshkumar Agrawal, Tribhuwan Narayan Singh Gaur, Deepak S Maravi, Ajay Dhanopeya

“…Data were analyzed with repeated measures analysis of variance. …”
Get full text

A CiteSpace-based Analysis of Hotspots and Cutting-edge Trends in Mental Health among Middle School Students Research by CHENG Qi, YU Wenbing, LI Keke, ZUO You, JIAO Qianxin, LIU Xinhao, GAO Lili

“…Methods Papers related to the mental health of middle school students both at home and abroad from 2000 to September 30, 2022, by using Web of Science and CNKI as data sources. CiteSpace 6.1.R3 was applied to visualize and analyze the publication volume, countries, institutions, authors, literature co-citation, and keywords of the included literature. …”
Get full text

A companion to the preclinical common data elements for phenotyping seizures and epilepsy in rodent models. A report of the TASK3‐WG1C: Phenotyping working group of the ILAE/AES jo... by Melissa Barker‐Haliski, Julika Pitsch, Aristea S. Galanopoulou, Rüdiger Köhling

“…This companion manuscript describes the use of the proposed CDEs and CRF for the visual, behavioral phenotyping of seizure‐like behaviors. …”
Get full text

Effects of intra-articular tranexamic acid injection with different acting times after anterior cruciate ligament reconstruction: a cohort study with historical controls by Kun-Han Lee, Kun-Hui Chen, Hsuan-Hsiao Ma, Tai-Jung Huang, Hsiao-Li Ma, En-Rung Chiang

“…The data of another two groups of patients (TXA 2 h group and placebo group) were retrieved from a previous study as historical control groups for subsequent analysis. …”
Get full text

Linking sensory processing challenges to autism-related factors: observational evidence from Pakistan by Sana Khawer, Mohammad Ismail, Sitwat Zehra

“…After signing an informed written consent form, the parents and therapists filled out Winnie Dunn’s Short Sensory Profile (SSP) questionnaire. The data collection included sensitivities on tactile, oral/olfactory, vestibular, proprioception, visual/auditory inputs, and energy profiles of children with ASD, gauged as a typical performance, probable difference, and definite difference using a Likert scale. …”
Get full text

Research on coal mine robot positioning algorithm based on integration of ORB-SLAM3 vision and inertial navigation by Wei CHEN, Shuaida WU, Zijian TIAN, Fan ZHANG, Yi LIU

“…According to the principle of tight coupling of visual inertial navigation, the residual function of the whole positioning system is constructed by fusing visual residual error and IMU residual error, and the sliding window BA algorithm based on nonlinear optimization is used to iteratively optimize the residual function to obtain accurate pose estimation of the mobile robot. …”
Get full text

The effect of enhanced recovery after surgery combined with fine surgical nursing on rehabilitation after lung cancer surgery by Jiali Dong, Xiaoling Zhu

“…Key Word: Enhanced recovery after surgery, Thoracic surgery, Video-assisted, Non-small cell lung cancer, Visual analogue scale, Perioperative nursing. …”
Get full text