| Cell Detection with Star-convex Polygons | Jun 9, 2018 | Cell DetectionCell Segmentation | CodeCode Available | 2 | 5 |
| CellViT: Vision Transformers for Precise Cell Segmentation and Classification | Jun 27, 2023 | Cell DetectionCell Segmentation | CodeCode Available | 2 | 5 |
| Evaluating histopathology transfer learning with ChampKit | Jun 14, 2022 | BenchmarkingCell Detection | CodeCode Available | 1 | 5 |
| LSM-YOLO: A Compact and Effective ROI Detector for Medical Detection | Aug 26, 2024 | Blood Cell DetectionCell Detection | CodeCode Available | 1 | 5 |
| Contour Proposal Networks for Biomedical Instance Segmentation | Apr 7, 2021 | Blood Cell DetectionCell Detection | CodeCode Available | 1 | 5 |
| Multiplexed Immunofluorescence Brain Image Analysis Using Self-Supervised Dual-Loss Adaptive Masked Autoencoder | May 10, 2022 | Cell DetectionContrastive Learning | CodeCode Available | 1 | 5 |
| TopoCellGen: Generating Histopathology Cell Topology with a Diffusion Model | Dec 8, 2024 | Cell Detection | CodeCode Available | 1 | 5 |
| SoftCTM: Cell detection by soft instance segmentation and consideration of cell-tissue interaction | Dec 19, 2023 | Cell DetectionInstance Segmentation | CodeCode Available | 1 | 5 |
| DeGPR: Deep Guided Posterior Regularization for Multi-Class Cell Detection and Counting | Apr 3, 2023 | Cell DetectionMedical Object Detection | CodeCode Available | 1 | 5 |
| Multi-Class Cell Detection Using Spatial Context Representation | Oct 10, 2021 | Cell DetectionClassification | CodeCode Available | 1 | 5 |
| Table Structure Recognition using Top-Down and Bottom-Up Cues | Oct 9, 2020 | Cell DetectionOptical Character Recognition | CodeCode Available | 1 | 5 |
| Exploring Contextual Relationships for Cervical Abnormal Cell Detection | Jul 11, 2022 | Cell Detection | CodeCode Available | 1 | 5 |
| FATE: Feature-Agnostic Transformer-based Encoder for learning generalized embedding spaces in flow cytometry data | Nov 6, 2023 | Cell Detection | CodeCode Available | 1 | 5 |
| SRPN: similarity-based region proposal networks for nuclei and cells detection in histology images | Jun 25, 2021 | Cell DetectionDense Object Detection | CodeCode Available | 1 | 5 |
| Weakly-Supervised Cell Tracking via Backward-and-Forward Propagation | Jul 30, 2020 | Cell DetectionCell Tracking | CodeCode Available | 1 | 5 |
| Exploring Unsupervised Cell Recognition with Prior Self-activation Maps | Aug 22, 2023 | Cell DetectionCell Segmentation | CodeCode Available | 1 | 5 |
| TABBIE: Pretrained Representations of Tabular Data | May 6, 2021 | Cell DetectionColumn Type Annotation | CodeCode Available | 1 | 5 |
| TGRNet: A Table Graph Reconstruction Network for Table Structure Recognition | Jun 20, 2021 | Cell DetectionGraph Reconstruction | CodeCode Available | 1 | 5 |
| NuLite -- Lightweight and Fast Model for Nuclei Instance Segmentation and Classification | Aug 3, 2024 | Cell DetectionCell Segmentation | CodeCode Available | 1 | 5 |
| One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification | Feb 28, 2022 | AllCell Detection | CodeCode Available | 1 | 5 |
| PathoNet: Deep learning assisted evaluation of Ki-67 and tumor infiltrating lymphocytes (TILs) as prognostic factors in breast cancer; A large dataset and baseline | Oct 9, 2020 | Cell Detection | CodeCode Available | 1 | 5 |
| An End-to-End Multi-Task Learning Model for Image-based Table Recognition | Mar 15, 2023 | Cell DetectionDecoder | CodeCode Available | 1 | 5 |
| Attention-Based Transformers for Instance Segmentation of Cells in Microstructures | Nov 19, 2020 | Cell DetectionCell Segmentation | CodeCode Available | 1 | 5 |
| CST-YOLO: A Novel Method for Blood Cell Detection Based on Improved YOLOv7 and CNN-Swin Transformer | Jun 26, 2023 | 2D Object DetectionBlood Cell Detection | CodeCode Available | 1 | 5 |
| A Weakly Supervised Learning Method for Cell Detection and Tracking Using Incomplete Initial Annotations | Nov 7, 2023 | Cell DetectionCell Tracking | CodeCode Available | 0 | 5 |
| A Novel Deep Learning Approach Featuring Graph-Based Algorithm for Cell Segmentation and Tracking | Jan 18, 2024 | Cell DetectionCell Segmentation | CodeCode Available | 0 | 5 |
| Cell Tracking-by-detection using Elliptical Bounding Boxes | Oct 7, 2023 | Cell DetectionCell Tracking | CodeCode Available | 0 | 5 |
| Semi-supervised Cell Detection in Time-lapse Images Using Temporal Consistency | Jul 19, 2021 | Cell Detection | CodeCode Available | 0 | 5 |
| Cell Tracking via Proposal Generation and Selection | May 9, 2017 | Cell DetectionCell Tracking | CodeCode Available | 0 | 5 |
| CellTrack R-CNN: A Novel End-To-End Deep Neural Network for Cell Segmentation and Tracking in Microscopy Images | Feb 20, 2021 | Cell DetectionCell Segmentation | CodeCode Available | 0 | 5 |
| Signet Ring Cell Detection With a Semi-supervised Learning Framework | Jul 9, 2019 | Cell DetectionPrognosis | CodeCode Available | 0 | 5 |
| Cell Segmentation by Combining Marker-Controlled Watershed and Deep Learning | Apr 3, 2020 | Cell DetectionCell Segmentation | CodeCode Available | 0 | 5 |
| Advancing Cell Detection in Anterior Segment Optical Coherence Tomography Images | Jun 25, 2024 | Cell Detection | CodeCode Available | 0 | 5 |
| Cell Detection in Microscopy Images with Deep Convolutional Neural Network and Compressed Sensing | Aug 10, 2017 | Cell Detectioncompressed sensing | CodeCode Available | 0 | 5 |
| Real-Time Cell Sorting with Scalable In Situ FPGA-Accelerated Deep Learning | Mar 16, 2025 | Cell DetectionClassification | CodeCode Available | 0 | 5 |
| ReCasNet: Improving consistency within the two-stage mitosis detection framework | Feb 28, 2022 | Cell DetectionDeep Learning | CodeCode Available | 0 | 5 |
| Self-supervised pseudo-colorizing of masked cells | Feb 12, 2023 | Cell DetectionColorization | CodeCode Available | 0 | 5 |
| Simulation of Nanorobots with Artificial Intelligence and Reinforcement Learning for Advanced Cancer Cell Detection and Tracking | Nov 4, 2024 | Cell DetectionNavigate | CodeCode Available | 0 | 5 |
| Cell Detection in Domain Shift Problem Using Pseudo-Cell-Position Heatmap | Jul 19, 2021 | Cell DetectionDomain Adaptation | CodeCode Available | 0 | 5 |
| Cell Detection from Imperfect Annotation by Pseudo Label Selection Using P-classification | Jul 20, 2021 | Cell DetectionPseudo Label | CodeCode Available | 0 | 5 |
| AMDet: A Tool for Mitotic Cell Detection in Histopathology Slides | Aug 8, 2021 | AutoMLCell Detection | CodeCode Available | 0 | 5 |
| μ-Bench: A Vision-Language Benchmark for Microscopy Understanding | Jul 1, 2024 | Cell DetectionClassification | CodeCode Available | 0 | 5 |
| CellCentroidFormer: Combining Self-attention and Convolution for Cell Detection | Jun 1, 2022 | Cell DetectionTransfer Learning | CodeCode Available | 0 | 5 |
| Cell abundance aware deep learning for cell detection on highly imbalanced pathological data | Feb 23, 2021 | Cell DetectionDeep Learning | CodeCode Available | 0 | 5 |
| Positive-unlabeled learning for binary and multi-class cell detection in histopathology images with incomplete annotations | Feb 16, 2023 | Cell Detection | CodeCode Available | 0 | 5 |
| On Complex Valued Convolutional Neural Networks | Feb 29, 2016 | Cell DetectionFace Recognition | CodeCode Available | 0 | 5 |
| Brain tumour classification using BoF-SURF with filter-based feature selection methods | Jan 19, 2024 | Cell DetectionDiagnostic | CodeCode Available | 0 | 5 |
| Domain Adaptive and Fine-grained Anomaly Detection for Single-cell Sequencing Data and Beyond | Apr 26, 2024 | Anomaly DetectionCell Detection | CodeCode Available | 0 | 5 |
| Effective Pseudo-Labeling based on Heatmap for Unsupervised Domain Adaptation in Cell Detection | Mar 9, 2023 | Cell DetectionDomain Adaptation | CodeCode Available | 0 | 5 |
| INCEPTNET: Precise And Early Disease Detection Application For Medical Images Analyses | Sep 5, 2023 | Cell DetectionLesion Segmentation | CodeCode Available | 0 | 5 |