a generalist algorithm for cellular segmentation with human-in-the-loop capabilities
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May 29, 2025 - Python
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cell-segmentation
Here are 123 public repositories matching this topic...
QuPath - Open-source bioimage analysis for research
groovy opencv machine-learning imagej javafx image-processing histology cell-segmentation bioimage-informatics digital-pathology pathology whole-slide-imaging cell-analysis computational-pathology bioimage-analysis tissue-microarray-analysis
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Jun 5, 2025 - Java
StarDist - Object Detection with Star-convex Shapes
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May 30, 2025 - Python
Segment Anything for Microscopy
segmentation cell-segmentation microscopy-images nuclei-segmentation napari segment-anything mitochondria-segmentation
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Jun 5, 2025 - Jupyter Notebook
Computational Pathology Toolbox developed by TIA Centre, University of Warwick.
python machine-learning deep-learning image-analysis cell-segmentation digital-pathology whole-slide-imaging medical-image-analysis computational-pathology cell-classification histopathology stain-normalization tissue-segmentation tissue-analysis
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Jun 2, 2025 - Python
Spatiotemporal modeling of spatial transcriptomics
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Jun 3, 2025 - Python
Deep Learning Inferred Multiplex ImmunoFluorescence for IHC Image Quantification (https://deepliif.org) [Nature Machine Intelligence'22, CVPR'22, MICCAI'23, Histopathology'23, MICCAI'24]
deep-learning pytorch stitching segmentation datasets image-segmentation multiplex super-resolution immunohistochemical-images cell-segmentation digital-pathology pathology whole-slide-imaging cell-biology cloud-native-applications multitask-learning pathology-image pathology-gan immunohistochemistry ai-ready
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Jun 6, 2025 - Python
Usiigaci: stain-free cell tracking in phase contrast microscopy enabled by supervised machine learning
visualization tracking machine-learning tensorflow keras python3 matplotlib cell-segmentation mask-rcnn cell-biology resnet-101 trackpy
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Sep 15, 2020 - Jupyter Notebook
数据可视化, 数据挖掘, 数据处理 ETL分析
theme skin workflow data-mining etl workflow-engine data-visualization data-analysis applet batch-script component-architecture cell-segmentation nero pipline reused-component
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Feb 15, 2022 - Java
(NeurIPS 2022 CellSeg Challenge - 1st Winner) Open source code for "MEDIAR: Harmony of Data-Centric and Model-Centric for Multi-Modality Microscopy"
pytorch biomedical multi-resolution cell-segmentation instance-segmentation cell-biology pytorch-implementation multi-modality pytorch-segmentation monai vision-transformer neurips-2022 miscroscopy
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Apr 1, 2024 - Python
Scalable Instance Segmentation using PyTorch & PyTorch Lightning.
deep-learning pytorch object-detection unet semantic-segmentation cell-segmentation cpn instance-segmentation mask-rcnn cell-detection fpn cell-counting celldetection
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Apr 22, 2025 - Python
HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation (WACV 2023)
transformers semantic-segmentation cell-segmentation multi-organ-segmentation medical-image-segmentation skin-lesion-segmentation segpc cell-segmenation
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Mar 22, 2024 - Jupyter Notebook
Cell tracking and segmentation software
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Jun 1, 2025 - Python
Official and maintained implementation of the paper "Attention-Based Transformers for Instance Segmentation of Cells in Microstructures" [BIBM 2020].
deep-learning synthetic-biology transformer attention cell-segmentation instance-segmentation system-biology bibm-2020 cell-detr
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Mar 28, 2022 - Python
Encoder-Decoder Cell and Nuclei segmentation models
ai ml pytorch microscopy cell-segmentation digital-pathology panoptic-segmentation nuclei-segmentation tissue-segmentation cellpose timm stardist hovernet omnipose
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May 7, 2025 - Python
[IMAVIS] Official implementation of "ASF-YOLO: A Novel YOLO Model with Attentional Scale Sequence Fusion for Cell Instance Segmentation".
deep-neural-networks yolo medical-image-computing medical-image-processing cell-segmentation nucleus-detection computer-vision-algorithms instance-segmentation deep-learning-framework cell-detection medical-image-analysis data-science-bowl-2018 medical-image-segmentation nuclei-segmentation lesion-segmentation hematoxylin-eosin-staining breast-cancer-segmentation detection-segmentation-algorithm histopathology-image-analysis breast-cancer-cell
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Jun 1, 2025 - Python
a cutting-edge cell segmentation model specifically designed for single-molecule resolved spatial omics datasets. It addresses the challenge of accurately segmenting individual cells in complex imaging datasets, leveraging a unique approach based on graph neural networks (GNNs).
ai graphs segmentation cell-segmentation oncology single-cell-analysis graph-neural-networks spatial-transcriptomics spatial-omics xenium molecule-graphs
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May 29, 2025 - HTML
A Hybrid CNN-Transformer Architecture for Precise Medical Image Segmentation
deep-learning transformers medical medical-imaging segmentation cell-segmentation multi-organ-segmentation colab-notebook skin-lesion-segmentation hybrid-transformer
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Jun 1, 2024 - Python
PyTorch implementation of several neural network models for cellular image segmentation
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Aug 27, 2019 - Jupyter Notebook
ClusterMap for multi-scale clustering analysis of spatial gene expression
bioinformatics transcriptomics cell-segmentation single-cell-analysis spatial-transcriptomics in-situ-sequencing spatial-omics
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Jul 20, 2024 - Jupyter Notebook
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