A Semantic Weight Adaptive Model Based on Visual Question Answering by Li Huimin, Li Xuan, Chen Yan

“…The crux of this model lies in its ability to automatically extract task-relevant information from questions to dynamically guide the fusion process of multimodal features. …”
Get full text

Integrated and improved YOLOv8 and triangulated network method for extracting indicators in open-pit mine mining areas by LI Tianwen, LI Gongquan, LI Juntao

“…By utilizing digital elevation model (DEM) data of the open-pit mine obtained by UAVs and combining it with the Mine-YOLO model for recognition and segmentation, DEM images of the mining area were obtained, and a triangulated irregular network was automatically generated. This enabled precise quantitative monitoring of the mining field's area, volume, and depth. …”
Get full text

A Machine Vision Approach for Grain Quality Control During Separation by Serhii Stepanenko, Alvian Kuzmych, Serhii Kharchenko, Boris Andrey, Viktor Dnes, Daryna Volyk, Roman Kalinichenko

Get full text

Alignment Parameters: Quantifying Dense Core Alignment in Star-forming Regions by Wei-An Chen, Ya-Wen Tang, S. D. Clarke, Patricio Sanhueza

“…To address the increasing volume of observational and simulation data, we introduce “alignment parameters” as a quantitative and reproducible method to automatically assess core alignment. …”
Get full text

Predicting the glass transition temperature of polymer based on generative adversarial networks and automated machine learning by Zhanjie Liu, Yixuan Huo, Qionghai Chen, Siqi Zhan, Qian Li, Qingsong Zhao, Lihong Cui, Jun Liu

“…This study aims to create a quantitative structure–property relationship (QSPR) model linking SSBR's glass transition temperature (Tg) to its structural properties. …”
Get full text

Towards 3D Reconstruction of Multi-Shaped Tunnels Utilizing Mobile Laser Scanning Data by Xuan Ding, Shen Chen, Mu Duan, Jinchang Shan, Chao Liu, Chuli Hu

“…The superiority of this method was further confirmed through qualitative and quantitative comparisons with related approaches. By automatically and efficiently constructing a high-precision 3D tunnel model, the proposed method offers an important model foundation for digital twin engineering and a valuable reference for future tunnel model construction projects.…”
Get full text

Suitability of a Low-Fidelity and Low-Cost Simulator for Teaching Basic Cardiopulmonary Resuscitation—“Hands-Only CPR”—To Nursing Students by Zoila Esperanza Leiton-Espinoza, Ángel López-González, Maritza Evangelina Villanueva-Benites, Yrene E. Urbina-Rojas, Joseba Rabanales-Sotos, Yda Hoyos-Álvarez, María D. Pilar Gómez-Lujan

“…<b>Methods</b>: A quasi-experimental quantitative study was carried out with a single experimental group that included 89 nursing degree students; it was conducted in November and December 2024 at the National University of Trujillo, Peru. …”
Get full text

Research on Anisotropic Characteristics of Rock and Intelligent Recognition of Precursory Signal by Nan Li, Zhibo Zhang, Majid Khan, Shaohua Zhang, Xianan Liu, Shujie Li

“…On this basis, a method is proposed that ultrasonic waveform precursor characteristics are recognized automatically using the backpropagation (BP) neural network to monitor the damage state of the rock sample. …”
Get full text

Nanofabrication of superhydrophobic fluidic concentrators coupled with metallic plasmonic nano-antennas for SERS analysis in the sub-femtomolar range by Sofien Ramos, Victor Fabre, Mathieu Arribat, Aurélie Lecestre, Adrian Laborde, Frank Carcenac, Philippe Louarn, Emmanuelle Trevisiol, Christophe Vieu

“…The developed hierarchical clustering algorithm automatically selects from all the spectra acquired on the region of interest, the surface enhanced spectra containing at least three vibrational Raman signatures of RhB. …”
Get full text

COMPARATIVE STUDY OF TIME ECHO VARIATIONS IN THE METABOLITE VALUES MR BRAIN SPECTROSCOPY by Revina Dewi Susanto, Ayu Yuliana F., Eunike Serfina F., Celine Catharina R., Merry Amnesti, Siti Masrochah, Lina Choridah

“…Each spectroscopy data result is processed individually through READY View software, automatically producing a spectroscopy graph pattern. …”
Get full text

Assessing Teacher Satisfaction with the SistaUKS System: A New Approach to School Health Program Stratification by Ayu Khoirotul Umaroh, Muhammad Rayid Ramdhani, Jenita Berlian Nindyasari, Mabarod Kusnul Khotimah, Salma Khoirunnisa, Bethari Mukti Kusumaningtyas

“…It could ensure that the system automatically saves data when users input it.Conclusion: SistaUKS earns an adjective rating of good. …”
Get full text

Can AI-Based Video Analysis Help Evaluate the Performance of the Items in the Bayley Scales of Infant Development? by Dong Hyun Ye, Tae Won Kim, Su Min Kim, Ji Won Seo, Jongyoon Chang, June-Goo Lee, Eun Jae Ko

“…<b>Aims:</b> To develop and evaluate a novel AI-based video analysis tool for the quantitative assessment of “Places Pegs in” and “Blue Board” tasks in the Bayley Scales of Infant Development (BSID-II). …”
Get full text

Assessing marine ecosystem risks through unsupervised methods by Laura Pavirani, Pasquale Bove, Gianpaolo Coro

“…This study evaluates six unsupervised methods — four clustering algorithms (Multi K-means, Fuzzy C-means, X-means, and DBSCAN) and two machine-learning models (an Artificial Neural Network, ANN, and a Variational Autoencoder, VAE) — to assess marine ecosystem risk in the Mediterranean Sea automatically, using open-access data from 2017 to 2021. …”
Get full text

Fast-FISH Detection and Semi-Automated Image Analysis of Numerical Chromosome Aberrations in Hematological Malignancies by Arif Esa, Luba Trakhtenbrot, Michael Hausmann, Joachim Rauch, Frida Brok-Simoni, Gideon Rechavi, Isaac Ben-Bassat, Christoph Cremer

“…A total number of about 3,000 cell nuclei was evaluated. For quantitative brightness parameters, a good correlation between standard FISH labelling and Fast-FISH was found. …”
Get full text

Deep learning-based automated tool for diagnosing diabetic peripheral neuropathy by Qincheng Qiao, Juan Cao, Wen Xue, Jin Qian, Chuan Wang, Qi Pan, Bin Lu, Qian Xiong, Li Chen, Xinguo Hou

“…Subsequently, an image processing algorithm was designed to automatically extract and quantify various morphological parameters of CNFs. …”
Get full text

Extraction of built-up areas using Sentinel-1 and Sentinel-2 data with automated training data sampling and label noise robust cross-fusion neural networks by Yu Li, Patrick Matgen, Marco Chini

“…Initially, training data for built-up and non-built-up classes are automatically sampled and labeled from Sentinel-1 and Sentinel-2 data for a given area of interest. …”
Get full text

Demographic Transition in Sub-Saharan Africa by IVANOV Sergey Felixovich

“…The demographic transition is a global phenomenon but sub-Saharan Africa is several decades late. The quantitative characteristics of the region are well known, but they are insufficient to explain the lags even though sub-Saharan Africa is rightly taken as a synonym of a least developed region. …”
Get full text

Adaptive overcurrent protection considering fault current limiters effect by R. A. Mahmoud, K. G. Ghaly, S. A. Hasan

“…Extensive simulation studies of load changes and various fault types are conducted, encompassing a wide range of fault initiation angles, fault resistances, and fault zones. The quantitative findings of these studies are analyzed in the presence and absence of FCLs/DGs. …”
Get full text

‘The way that we are collecting and using data has evolved’ evaluating the Australian National Stroke Audit programme to inform strategic direction by Kate Laver, Timothy Schultz, Elizabeth Lynch, Tamina Levy

“…Considering the changing data landscape in Australia, we designed this study to evaluate the stroke audit and to inform strategic direction.Methods We conducted a rapid review of published literature to map features of successful data programmes, followed by a mixed-methods study, comprising national surveys and interviews with clinicians and administrators about the stroke audit. We analysed quantitative data descriptively and analysed open-ended survey responses and interview data using qualitative content analysis. …”
Get full text

The Impact of Domestic Roles on Girls' Academic Performance in English in Maziba Sub-County Kabale District. by Mwesigye, Fred

“…A cross sectional survey approach that is both qualitative and quantitative approaches was used. The study was limited to 50 (fifty) respondents. …”
Get full text