Search Results - "Cell segmentation"

An Enhanced Lightweight Residual Depth-wise Network for Robust Histopathological Cell Segmentation in Ki-67 and TILs Imaging.

Authors: Dao, Tran-Chung Vu, Viet-Vu Nguyen, Duc-Binh et al.

Source: KSII Transactions on Internet & Information Systems; Jun2026, Vol. 20 Issue 6, p3164-3187, 24p

Deep-learning deconvolution and segmentation of fluorescent membranes for high-precision bacterial cell-size profiling.

Authors: Reyes-Matte, Octavio Fortmann-Grote, Carsten Gericke, Beate et al.

Source: Communications Biology. 5/21/2026, Vol. 9 Issue 1, p1-17. 17p.

Deep Learning Architecture with Attention-Enhanced U-Net for Analyzing Cell Nuclei in H&E-Stained Tissue Slides.

Authors: Hayat, Cynthia Soenandi, Iwan Aang

Source: Journal of Information Systems Engineering & Business Intelligence. Feb2026, Vol. 12 Issue 1, p72-83. 12p.

A New and Efficient Approach to Cell Segmentation and Tumor Detection in Histopathological Images.

Authors: Moussaoui, Hanae El Akkad, Nabil Benslimane, Mohamed et al.

Source: Engineering, Technology & Applied Science Research; Apr2026, Vol. 16 Issue 2, p32833-32843, 11p

Deep Learning Identifies Abnormal Promyelocytes in Peripheral Blood Based on Morphological Analysis.

Authors: Wang, Gongchen Xu, Guangyu An, Yao et al.

Source: Diagnostics (2075-4418). Apr2026, Vol. 16 Issue 7, p1039. 13p.

A Deep Learning Approach for High-Throughput Multi-Tissue Cell Segmentation and Phenotypic Analysis in Chinese Cabbage Leaf Cross-Sections.

Authors: Zhang, Zhiming Zhang, Jun Ren, Tianyi et al.

Source: Agronomy. Mar2026, Vol. 16 Issue 6, p612. 20p.

Stain-Standardized Deep Learning Framework for Robust Leukocyte Segmentation Across Heterogeneous Cytological Datasets.

Authors: Lazouni, Leila Ryma Benazzouz, Mourtada Hadjila, Fethallah et al.

Source: Information. Mar2026, Vol. 17 Issue 3, p262. 23p.

Segmentation Methodologies for the Construction of Hyperspectral Cell Nuclei Databases in Histopathology.

Authors: Rosa-Olmeda, Gonzalo Hiller-Vallina, Sara Villa, Manuel et al.

Source: Bioengineering (Basel). Mar2026, Vol. 13 Issue 3, p306. 18p.

A Framework for Nuclei and Overlapping Cytoplasm Segmentation with MaskDino and Hausdorff Distance.

Authors: Zhang, Baocan Jiang, Xiaolu Zhao, Wei et al.

Source: Symmetry (20738994). Feb2026, Vol. 18 Issue 2, p218. 16p.

A Lightweight Modified Adaptive UNet for Nucleus Segmentation.

Authors: Kader Khan, Md Rahat Mohaidat, Tamador Khalil, Kasem

Source: Sensors (14248220). Jan2026, Vol. 26 Issue 2, p665. 16p.

Optimal Cell Segmentation and Counting Strategy for Embedding in Low-Power AIoT Devices.

Authors: Park, Gunwoo Park, Junmin Lee, Sungjin

Source: Applied Sciences (2076-3417); Jan2026, Vol. 16 Issue 1, p357, 18p

Multi-level distribution alignment-based domain adaptation for segmentation of 3D neuronal soma images.

Authors: Ma, Li Xu, Xuantai Yang, Xiaoquan

Source: Journal of Innovative Optical Health Sciences. Nov2025, Vol. 18 Issue 6, p1-17. 17p.

Automated breast nuclei feature extraction for segmentation in histopathology images using Deep-CNN-based gaussian mixture model and color optimization technique.

Authors: Murmu, Anita Kumar, Piyush

Source: Multimedia Tools & Applications. Sep2025, Vol. 84 Issue 31, p37933-37959. 27p.

Subjects: Cancer diagnosis, Cell segmentation, Transfer of training, Convolutional neural networks, Gaussian mixture models, Image analysis, Color in design

Dynamic U-Net for multi-organ nucleus segmentation.

Authors: Traisuwan, Attasuntorn Limsiroratana, Somchai Phukpattaranont, Pornchai et al.

Source: Multimedia Tools & Applications. Aug2025, Vol. 84 Issue 26, p31537-31564. 28p.

Subjects: Cell segmentation, Image segmentation, Cancer diagnosis, Convolutional neural networks

Adaptive Rectangular and Feature‐Aware Mamba for Nuclei Segmentation in H&E Histopathology Images.

Authors: Wu, Nan Wang, Can Yu, Mingxing

Source: International Journal of Imaging Systems & Technology. May2026, Vol. 36 Issue 3, p1-14. 14p.

Subjects: Hematoxylin & eosin staining, Cell segmentation, Artificial neural networks, Computer-assisted image analysis (Medicine), Histopathology, Deep learning

DEBi‐UKAN: A Dual‐Encoder Bi‐Level Attention U‐KAN Network for Enhanced Cell Image Segmentation.

Authors: Li, Yan Li, Meng Jia, Chuanlong

Source: International Journal of Imaging Systems & Technology. May2026, Vol. 36 Issue 3, p1-14. 14p.

Subjects: Cell segmentation, Attention, Artificial neural networks, Diagnostic imaging, Deep learning

SAMCell: Generalized label-free biological cell segmentation with segment anything.

Authors: VandeLoo, Alexandra Dunnum Malta, Nathan J. Sanganeriya, Saahil et al.

Source: PLoS ONE. 9/8/2025, Vol. 20 Issue 9, p1-21. 21p.

A boundary evidence controlled level set inference method for nuclei instance segmentation in histopathology images.

Authors: Vatani, Amir Song, Jie Xiao, Liang

Source: Multimedia Tools & Applications; Aug2025, Vol. 84 Issue 27, p32985-33015, 31p

Using transcripts to refine image based cell segmentation with FastReseg.

Authors: Wu, Lidan Beechem, Joseph M. Danaher, Patrick

Source: Scientific Reports. 8/20/2025, Vol. 15 Issue 1, p1-16. 16p.

A Real-Time Cell Image Segmentation Method Based on Multi-Scale Feature Fusion.

Authors: Zhang, Xinyuan Zhang, Yang Li, Zihan et al.

Source: Bioengineering (Basel). Aug2025, Vol. 12 Issue 8, p843. 21p.