Core-Shell Capsule Image Segmentation through Deep Learning with Synthetic Training Data by Budde Leon, Dreger Julia, Egger Dominik, Seel Thomas

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A Hybrid Deep Learning Framework for Accurate Cell Segmentation in Whole Slide Images Using YOLOv11, StarDist, and SAM2 by Julius Bamwenda, Mehmet Siraç Özerdem, Orhan Ayyıldız, Veysı Akpolat

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An Enhanced Mask Transformer for Overlapping Cervical Cell Segmentation Based on DETR by Baocan Zhang, Xiaolu Jiang, Wei Zhao

Subjects: “…Cervical cell segmentation…”
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Low-Cost Microalgae Cell Concentration Estimation in Hydrochemistry Applications Using Computer Vision by Julia Borisova, Ivan V. Morshchinin, Veronika I. Nazarova, Nelli Molodkina, Nikolay O. Nikitin

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Integrating SAM priors with U-Net for enhanced multiclass cell detection in digital pathology by Zheng Wu, Ji-Yun Yang, Chang-Bao Yan, Cheng-Gui Zhang, Hai-Chao Yang

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A novel Slide-seq based image processing software to identify gene expression at the single cell level by Th.I. Götz, X. Cong, S. Rauber, M. Angeli, E.W. Lang, A. Ramming, C. Schmidkonz

Subjects: “…Cell segmentation…”
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ENSeg: A Novel Dataset and Method for the Segmentation of Enteric Neuron Cells on Microscopy Images by Gustavo Zanoni Felipe, Loris Nanni, Isadora Goulart Garcia, Jacqueline Nelisis Zanoni, Yandre Maldonado e Gomes da Costa

Subjects: “…cell segmentation…”
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Leveraging deep learning to discover interpretable cellular spatial biomarkers for prognostic predictions based on hepatocellular carcinoma histology by Huijuan Hu, Tianhua Tan, Yerong Liu, Wei Liang, Wei Zhang, Jinsong Zhang, Ju Cui, Jinghai Song, Xuefei Li

Subjects: “…cell segmentation…”
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A generative benchmark for evaluating the performance of fluorescent cell image segmentation by Jun Tang, Wei Du, Zhanpeng Shu, Zhixing Cao

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Robust consensus nuclear and cell segmentation by Melis O. Irfan, Melis O. Irfan, Eduardo A. González-Solares, Tristan Whitmarsh, Alireza Molaeinezhad, Mohammad Al Sa’d, Claire M. Mulvey, Marta Páez Ribes, Atefeh Fatemi, Dario Bressan, Nicholas A. Walton

Subjects: “…single-cell segmentation…”
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Leveraging foundation models and goal-dependent annotations for automated cell confluence assessment by Maximilian Josef Joas, Daniel Freund, Robert Haase, Erhard Rahm, Jan Ewald

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Automated Cervical Cancer Screening Using Single-Cell Segmentation and Deep Learning: Enhanced Performance with Liquid-Based Cytology by Mariangel Rodríguez, Claudio Córdova, Isabel Benjumeda, Sebastián San Martín

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Deep-Learning-Based Segmentation of Cells and Analysis (DL-SCAN) by Alok Bhattarai, Jan Meyer, Laura Petersilie, Syed I. Shah, Louis A. Neu, Christine R. Rose, Ghanim Ullah

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A Deep Learning-Based Approach for Cell Segmentation in Phase-Contrast Images by Basma A. Mohamed, Nancy M. Salem, Walid Al-Atabany, Lamees N. Mahmoud

Subjects: “…Cell segmentation…”
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Investigating lung cancer microenvironment from cell segmentation of pathological image and its application in prognostic stratification by Xu Zhang, Zi-Han Zhang, Yong-Min Liu, Shi-Lei Zhao, Xu-Tong Zhao, Li-Zhi Zhang, Chun-Dong Gu, Yi Zhao

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Self-supervised learning analysis of multi-FISH labeled cell-type map in thick brain slices by Weijie Zheng, Weijie Zheng, Yiping An, Yiping An, Kang Li, Jinyue Wang, Jianqing Gao, Huawei Mu, Huawei Mu, Jin Tang, Jin Tang, Hao Wang, Hao Wang

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Joint cell segmentation and cell type annotation for spatial transcriptomics by Russell Littman, Zachary Hemminger, Robert Foreman, Douglas Arneson, Guanglin Zhang, Fernando Gómez‐Pinilla, Xia Yang, Roy Wollman

Subjects: “…cell segmentation and annotation…”
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Advancing antibiotic discovery with bacterial cytological profiling: a high-throughput solution to antimicrobial resistance by Jhonatan Salgado, James Rayner, Nikola Ojkic

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