Integrative machine learning and bioinformatics analysis to identify cellular senescence-related genes and potential therapeutic targets in ulcerative colitis and colorectal cancer by Tianle Xue, Yunpeng Chen, Xiaomeng Li, Zhixiang Zhou, Qiyang Chen

“…Weighted gene co-expression network analysis (WGCNA) was employed to delineate modules significantly associated with UC and CRC, and the intersection of DEGs, key module genes, and senescence‐related genes from the CellAge database yielded 112 candidate genes. …”
Get full text

Silkworm segmentation based on encoder-decoder structure by Huimin Zhuang, Zicheng Liu, Jianping Dong, Dequan Guo, Guoquan Yuan, Bo Liu, Yu Liu

“…Experimental results show that the improved model achieved an Intersection over Union (IoU) of 80.74 % and a Dice similarity coefficient (Dice) of 88.96 %, with an inference time of only 5.93 ms per image. …”
Get full text

A Method for Improving Traffic Management Based on Computer Vision and Traffic Simulation by R. Huang, Z. Wang, Y. Lin, T. Du, K. Lu, K. Lu, C. Ding, Y. Zhang

“…The framework employs a two-phase data acquisition approach: UAV-captured video is first processed using an enhanced YOLOv10 algorithm to identify critical road segments and key intersections, followed by handheld video recordings at target intersections for extracting dynamic traffic parameters (including vehicle counts, speeds, pedestrian density, and mixed-traffic interactions). …”
Get full text

The functional insight into the genetics of cardiovascular disease: results from the post-GWAS study by L. O. Bryzgalov, E. E. Korbolina, I. S. Damarov, T. I. Merkulova

“…We found 773,471 coding co-segregating markers for input rSNPs using the 1000 Genomes Project. The intersection of GWAS-derived SNPs with a relevance to cardiovascular traits with these markers was analyzed within a window of 10 Kbp. …”
Get full text

Perspectives and experiences with equitable data collection in oral health: a qualitative investigation by Kelly L. Schroeder, Lisa J. Heaton, Paige Martin, Hannah J. Cheung, Eric P. Tranby, Kaz Rafia, Tamanna Tiwari

“…Four common themes were identified: challenges with access to oral health care, accurate identification of study participants, intersection of demographic descriptors, and suggestions for improving equitable data collection. …”
Get full text

SR-YOLO: Spatial-to-Depth Enhanced Multi-Scale Attention Network for Small Target Detection in UAV Aerial Imagery by Shasha Zhao, He Chen, Di Zhang, Yiyao Tao, Xiangnan Feng, Dengyin Zhang

“…Finally, the model’s detection performance for small targets is improved by utilizing the Normalized Wasserstein Distance loss function to optimize the Complete Intersection over Union loss function. Empirical results demonstrate that the SR-YOLO algorithm significantly enhances the precision of small target detection in UAV aerial images. …”
Get full text

OR-FCOS: an enhanced fully convolutional one-stage approach for growth stage identification of Oudemansiella raphanipes by Runze Fang, Huamao Huang, Nuoyan Guo, Haichuan Wei, Shiyi Wang, Haiying Hu, Ming Liu

“…Integrating the complete intersection over union (CIoU) loss function addresses standard IoU limitations by factoring in aspect ratio and bounding box center distance. …”
Get full text

Multi-omics and experimental validation reveal mechanism of compound mylabris capsules in treating diffuse large B-cell lymphoma by Cancan Wang, Jiangtao Wang, Jian Yu, Ning Feng, Ran Zhang, Jiajia Ma, Haixia Gao, Gendou Zhou, Xinxia Li

“…By constructing a drug-active ingredient-target network, we determined the top five active CMC ingredients and their associated 1053 gene targets. Intersection analysis between CMC targets and key DLBCL genes revealed 50 overlapping targets. …”
Get full text

NRWI: a novel spectral index optimized for waterbody extraction from high-resolution GF-2 satellite imagery by Peng Zhang, Shanchuan Guo, Hong Fang, Pengfei Tang, Cong Lin, Hui Yang, Biao Wang, Yanlan Wu

“…Validation using 1-m GF-2 imagery from 16 heterogeneous sites in Anhui Province, China, shows that NRWI achieves a mean Intersection over Union (IoU) of 0.788 (±0.096), outperforming NDWI by 0.211. …”
Get full text

Exploring the molecular mechanisms of comorbidity between thyroid cancer and breast cancer through multi-omics data by Rui Yang, Jiayi Li, Hongyang Zhang, Huan Liu, Bin Lian, Jinping Li

“…A total of 58 overlapping differential genes associated with TC and BC were identified, 27 common genes were obtained by intersection with 133 common genes identified by WGCNA, and seven hub genes were obtained by screening. …”
Get full text

DeepPolyp: an artificial intelligence framework for polyp detection and segmentation by Marco Mameli, Sepideh Shiralizadeh, Massimiliano Papi, Iulian Gabriel Coltea

“…Models were evaluated using Dice and Intersection over Union (IoU) metrics. Real-time inference performance was assessed on an NVIDIA Jetson Orin device with ONNX and TensorRT optimizations. …”
Get full text

Monitoring the Precession of Gas Turbine Engines Rotor Systems and Evaluating the State of Inter-Rotor Bearings by Okhtilev M. Yu., Khimenko V.I., Koromyslichenko V.N., Klucharev A.A., Zubko A.I.

“…Using the new intellectual technology of automated estimation of control object state with use of concepts “programming without programming” and the level intersection theory, vibration curves and phase trajectories were analyzed to determine the characteristics of load cycles. …”
Get full text

Basics of Diagnosis and Treatment of Dry Eye Syndrome During Refractive Surgery by V. N. Trubilin, E. G. Polunina, A. V. Trubilin, V. V. Kurenkov, E. V. Shiryaeva, V. S. Zakatianskii

“…Analysis of the literature data made it possible to identify key factors in the disruption of the tear formation process after refractive surgery, which include the intersection of the nerve endings of the cornea, which in turn reduces the frequency of blinking and the distribution of the tear film over the ocular surface, and also causes a violation regarding neurotrophic factors secreted by the nerve endings of the cornea . …”
Get full text

A Deep Learning Approach to Identify Rock Bolts in Complex 3D Point Clouds of Underground Mines Captured Using Mobile Laser Scanners by Dibyayan Patra, Pasindu Ranasinghe, Bikram Banerjee, Simit Raval

“…The proposed method surpasses state-of-the-art semantic segmentation models by up to 42.5% in Intersection over Union (IoU) for rock bolt points. Additionally, it outperforms existing rock bolt identification techniques, achieving a 96.41% precision and 96.96% recall in classifying rock bolts, demonstrating its robustness and effectiveness in complex underground environments.…”
Get full text

A Review: The Beauty of Serendipity Between Integrated Circuit Security and Artificial Intelligence by Chen Dong, Decheng Qiu, Bolun Li, Yang Yang, Chenxi Lyu, Dong Cheng, Hao Zhang, Zhenyi Chen

“…Based on the rapid development of artificial intelligence and the initial successful combination with integrated circuit security, this paper offers a glimpse into their intriguing intersection, aiming to draw greater attention to these issues.…”
Get full text

CA-STIM: an interpolation model with spatio-temporal evolution characteristics and cross-attention mechanism for 2D island morphology sequences by Peng Zhang, Wenzhou Wu, Shaochen Shi, Fengyu Li, Fenzhen Su

“…Experimental results demonstrate that our model outperforms baseline methods, achieving Dice scores of 0.9681, 0.9675, and 0.975 and Intersection-over-Union (IOU) scores of 0.9383, 0.9373, and 0.9513 on Beizi, Mahuan, and Xiyue Island, respectively.…”
Get full text

Localisation of asterion and its relationship to transverse and sigmoid venous sinuses by Tanat Tabtieang, Sirikorn Dokthien, Poramed Amorntodsapornpong, Thanasil Huanmanop, Sithiporn Agthong, Vilai Chentanez

“…This study aimed to localise the asterion using the intersection of the Frankfort horizontal plane (FHP) line and a vertical line from the mastoid tip, and to determine its relationship with the transverse and sigmoid sinuses. …”
Get full text

Towards Real-Time Spatial Distance Monitoring of Power Transmission Lines Using LiDAR Point Clouds and Visual Imaging by Li Zhendong, Wang Feiran, Han Geng, Guo Xinyang, Shi Zhaoyang

“…RESULTS: The system presented here attained a semantic segmentation accuracy of 99.1% and a mean Intersection over Union (mIoU) of 93.2%. Spatial distance estimation had a low Mean Absolute Error (MAE) of 0.16 meters and Root Mean Square Error (RMSE) of 0.23 meters. …”
Get full text

SGNet: A Structure-Guided Network with Dual-Domain Boundary Enhancement and Semantic Fusion for Skin Lesion Segmentation by Haijiao Yun, Qingyu Du, Ziqing Han, Mingjing Li, Le Yang, Xinyang Liu, Chao Wang, Weitian Ma

“…Comprehensive experiments based on the ISIC2017, ISIC2018, and PH2 datasets demonstrate SGNet’s superior performance, with average improvements of 3.30% in terms of the mean Intersection over Union (mIoU) value and 1.77% in regard to the Dice Similarity Coefficient (DSC) compared to state-of-the-art methods. …”
Get full text

Preliminary refinement of rotation parameters of asteroids based on photogrammetric processing of on-orbit remote sensing images by Z. Peng, Z. Peng, X. Geng, X. Geng, J. Zhang, J. Zhang, Y. Wang, Y. Wang

“…This paper proposes a preliminary refinement method for asteroid rotation parameters based on minimizing the residuals of forward intersection. First, rigorous geometric model incorporating the right ascension and declination is constructed, and the rotation parameters are gradually optimized through a "brute-force" search strategy. …”
Get full text