Image segmentation algorithm based on improved YOLOv8 model and its application in underground coal and gangue recognition.

Authors: Zhu, Lei^1,2 (AUTHOR), Gu, Wenzhe¹ (AUTHOR), Liu, Chengyong¹ (AUTHOR), Zhang, Beiyan¹ (AUTHOR) zpy20240731@163.com, Liu, Wentao¹ (AUTHOR), Yuan, Chaofeng¹ (AUTHOR)

Source: PLoS ONE. 5/9/2025, Vol. 20 Issue 5, p1-21. 21p.

Subject Terms: *COAL mining, *IMAGE segmentation, *COAL, *RECOGNITION (Psychology), *ALGORITHMS

The influence of image selection and segmentation on the extraction of lung cancer imaging radiomics features using 3D-Slicer software.

Authors: Liu, Chunmei¹ (AUTHOR), He, Yuzheng² (AUTHOR), Luo, Jianmin³ (AUTHOR) luojm31555@163.com

Source: BMC Cancer. 4/17/2025, Vol. 25 Issue 1, p1-11. 11p.

Subject Terms: *NON-small-cell lung carcinoma, *IMAGE segmentation, *MEDICAL sciences, *FEATURE extraction, *SQUAMOUS cell carcinoma

Introducing "Validated entheses-Based reconstruction of activity 2.0" (VERA 2.0): Semi-automated 3D analysis of bone surface changes.

Authors: Karakostis, Fotios Alexandros^1,2,3 (AUTHOR) fotios-alexandros.karakostis@uni-tuebingen.de

Source: PLoS ONE. 4/16/2025, Vol. 20 Issue 4, p1-22. 22p.

Subject Terms: *IMAGE segmentation, *ANTHROPOMETRY, *HOMINIDS, *SURFACE analysis, *LIGAMENTS

Prediction of tumor spread through air spaces with an automatic segmentation deep learning model in peripheral stage I lung adenocarcinoma.

Authors: Liu, Cong¹ (AUTHOR) 1627695338@qq.com, Wang, Yu-feng² (AUTHOR) 13952297035@163.com, Gong, Ping³ (AUTHOR) gongping@xzhmu.edu.cn, Xue, Xiu-Qing⁴ (AUTHOR) xiuqingxue@126.com, Zhao, Hong-Ying⁵ (AUTHOR) Hongyingzhao@163.com, Qian, Hui⁶ (AUTHOR) 1stmmm1st@163.com, Jia, Chao⁷ (AUTHOR) yufan.jia@hotmail.com, Li, Xiao-Feng⁷ (AUTHOR) lxf5818@163.com

Source: Respiratory Research. 3/8/2025, Vol. 26 Issue 1, p1-12. 12p.

Subject Terms: *DEEP learning, *IMAGE segmentation, *RADIOMICS, *LUNG tumors, *METASTASIS, *DIAGNOSIS methods

Segmentation methods and dosimetric evaluation of 3D-printed immobilization devices in head and neck radiotherapy.

Authors: Yin, Yunpeng^1,2 (AUTHOR), Zhang, Weisha² (AUTHOR), Zou, Lian² (AUTHOR), Liu, Xiangxiang² (AUTHOR), Yu, Luxin² (AUTHOR) yuluxin@med.uestc.edu.cn, Wang, Ming¹ (AUTHOR) wangming1@cdut.edu.cn

Source: BMC Cancer. 2/18/2025, Vol. 25 Issue 1, p1-15. 15p.

Subject Terms: *MEDICAL sciences, *IMAGE segmentation, *HEAD & neck cancer, *COMPUTED tomography, *THREE-dimensional imaging

Border Collie Shuffled Shepherd optimization-based image reconstruction using visual cryptography.

Authors: A S, Sajitha¹ (AUTHOR), Sridevi Sathya Priya, S.¹ (AUTHOR), V S, Sanish² (AUTHOR)

Source: Imaging Science Journal. Feb2025, Vol. 73 Issue 1, p30-45. 16p.

Subject Terms: *IMAGE segmentation, *IMAGE reconstruction, *CRYPTOGRAPHY, *TRANSMITTERS (Communication), *VISUAL cryptography, *NOISE

Multibranch semantic image segmentation model based on edge optimization and category perception.

Authors: Yang, Zhuolin^1,2 (AUTHOR), Cao, Zhen^1,2 (AUTHOR), Cao, Jianfang^1,2 (AUTHOR) caojianfangcn@163.com, Chen, Zhiqiang³ (AUTHOR), Peng, Cunhe^1,2 (AUTHOR)

Source: PLoS ONE. 12/19/2024, Vol. 19 Issue 12, p1-23. 23p.

Subject Terms: *IMAGE segmentation, *ALGORITHMS, *PIXELS, *CLASSIFICATION

Transformer‐based framework for accurate segmentation of high‐resolution images in structural health monitoring.

Authors: Azimi, M.¹ (AUTHOR), Yang, T. Y.¹ (AUTHOR) yang@civil.ubc.ca

Source: Computer-Aided Civil & Infrastructure Engineering. Dec2024, Vol. 39 Issue 24, p3670-3684. 15p.

Subject Terms: *IMAGE segmentation, *STRUCTURAL components, *STRUCTURAL health monitoring, *QUANTITATIVE research

Tangent hybrid leader coronavirus herd optimization for the foreground and background image segmentation using multilevel thresholding.

Authors: Sowmiya, R.¹ (AUTHOR) sowmiyaramece@gmail.com, Sathya, P. D.¹ (AUTHOR)

Source: Imaging Science Journal. Dec2024, Vol. 72 Issue 8, p1065-1080. 16p.

Subject Terms: *RENYI'S entropy, *IMAGE segmentation, *ADAPTIVE filters, *CORONAVIRUSES, *SEARCH algorithms

DRFL: Dynamic-Recall Focal Loss for Image Classification and Segmentation.

Authors: Liu, Xiaohong¹ (AUTHOR), Wang, Lin² (AUTHOR), Ma, Lijing³ (AUTHOR), Wang, Chaoli³ (AUTHOR) clclwang@126.com

Source: Applied Artificial Intelligence. 2024, Vol. 38 Issue 1, p1-15. 15p.

Subject Terms: *IMAGE recognition (Computer vision), *IMAGE segmentation, *MEDICAL coding, *PRODUCT returns, *SAMPLE size (Statistics)

AWDS-net: automatic whole-field segmentation network for characterising diverse breast masses.

Authors: Jiao, Jiajia¹ (AUTHOR) jiaojiajia@shmtu.edu.cn, Chen, Yingzhao¹ (AUTHOR), Li, Zhiyu² (AUTHOR) lychee71@163.com, Weng, Tien-Hsiung³ (AUTHOR) thweng@gm.pu.edu.tw

Source: Connection Science. Dec2024, Vol. 36 Issue 1, p1-20. 20p.

Subject Terms: *DIGITAL mammography, *IMAGE segmentation, *DEEP learning, *BREAST cancer, *DIAGNOSIS, *BREAST

Few-shot segmentation based on multi-level and cross-scale clustering.

Authors: Yuan, Shuai¹ (AUTHOR), Qiu, Junhai² (AUTHOR), Xu, Hongxia¹ (AUTHOR), Zhang, Yan^1,3 (AUTHOR) 15684177618@163.com, Zhang, Jiaxing³ (AUTHOR)

Source: Connection Science. Dec2024, Vol. 36 Issue 1, p1-19. 19p.

Subject Terms: *IMAGE segmentation, *ALGORITHMS, *FUZZY algorithms

Evaluation of vessel diameters in processed medical retinal images.

Authors: Obreja, Cristian-Dragoș¹ cristian.obreja@ugal.ro

Source: International Archives of Integrated Medicine. Dec2024, Vol. 11 Issue 12, p1-8. 8p.

Subject Terms: *IMAGE segmentation, *IMAGE analysis, *IMAGE processing, *RETINAL imaging, *DIABETIC retinopathy

RETRACTED: Multiview Type-2 kernelized fuzzy C-means clustering with local information for noisy color image segmentation.

Authors: Cai, Xiumei¹ (AUTHOR), Yang, Xi¹ (AUTHOR) yangxi@stu.xupt.edu.cn, Wu, Chengmao² (AUTHOR), Zhang, Rui^1,2 (AUTHOR)

Source: Journal of Intelligent & Fuzzy Systems. 2024Supplement, Vol. 47, p515-531. 17p.

Subject Terms: *RETRACTION of scholarly articles, *IMAGE segmentation

Multiscale unsupervised network for deformable image registration.

Authors: Wang, Yun¹ (AUTHOR), Chang, Wanru² (AUTHOR), Huang, Chongfei³ (AUTHOR), Kong, Dexing^1,4 (AUTHOR) dxkong@zju.edu.cn

Source: Journal of X-Ray Science & Technology. 2024, Vol. 32 Issue 6, p1385-1398. 14p.

Subject Terms: *IMAGE segmentation, *PIXELS, *RECORDING & registration, *ANNOTATIONS

ACU-TransNet: Attention and convolution-augmented UNet-transformer network for polyp segmentation.

Authors: Huang, Lei^1,2 (AUTHOR), Wu, Yun^1,2 (AUTHOR) yunwu@gzu.edu.cn

Source: Journal of X-Ray Science & Technology. 2024, Vol. 32 Issue 6, p1449-1464. 16p.

Subject Terms: *IMAGE segmentation, *FEATURE extraction, *POLYPS, *DIAGNOSTIC imaging, *COLONOSCOPY

Self-supervised learning framework application for medical image analysis: a review and summary.

Authors: Zeng, Xiangrui¹ (AUTHOR) xavierzeng@student.usm.my, Abdullah, Nibras² (AUTHOR) n.faqera@arabou.edu.sa, Sumari, Putra¹ (AUTHOR)

Source: BioMedical Engineering OnLine. 10/27/2024, Vol. 23 Issue 1, p1-36. 36p.

Subject Terms: *IMAGE analysis, *IMAGE segmentation, *IMAGE recognition (Computer vision), *COMPUTER vision, *DIAGNOSTIC imaging

Deep spectral improvement for unsupervised image instance segmentation.

Authors: Arefi, Farnoosh¹ (AUTHOR), Mansourian, Amir M.¹ (AUTHOR), Kasaei, Shohreh¹ (AUTHOR) kasaei@sharif.edu

Source: PLoS ONE. 10/7/2024, Vol. 19 Issue 10, p1-24. 24p.

Subject Terms: *IMAGE segmentation, *LAPLACIAN matrices, *NOISE control, *SPECTRAL imaging, *STANDARD deviations

Design of image segmentation model based on residual connection and feature fusion.

Authors: Li, Hong^1,2 (AUTHOR), Hussin, Norriza² (AUTHOR), He, Dandan^1,2 (AUTHOR) 2651@pdsu.edu.cn, Geng, Zexun¹ (AUTHOR), Li, Shengpu¹ (AUTHOR)

Source: PLoS ONE. 10/3/2024, Vol. 19 Issue 10, p1-20. 20p.

Subject Terms: *IMAGE segmentation, *CONVOLUTIONAL neural networks, *FEATURE extraction, *DEEP learning, *PROBLEM solving, *PIXELS

Breast tumor segmentation using neural cellular automata and shape guided segmentation in mammography images.

Authors: Ali, Mudassar¹ (AUTHOR), Wu, Tong² (AUTHOR), Hu, Haoji¹ (AUTHOR) haoji_hu@zju.edu.cn, Mahmood, Tariq^3,4 (AUTHOR)

Source: PLoS ONE. 10/01/2024, Vol. 19 Issue 10, p1-26. 26p.

Subject Terms: *IMAGE segmentation, *COMPUTER vision, *DIAGNOSTIC imaging, *CELLULAR automata, *BREAST cancer, *BREAST