| Variability Matters : Evaluating inter-rater variability in histopathology for robust cell detection | Oct 11, 2022 | Cell Detection | —Unverified | 0 |
| Multi tasks RetinaNet for mitosis detection | Aug 26, 2022 | Cell DetectionData Augmentation | —Unverified | 0 |
| Sample hardness based gradient loss for long-tailed cervical cell detection | Aug 7, 2022 | Cell Detectionobject-detection | —Unverified | 0 |
| DEXTER: An end-to-end system to extract table contents from electronic medical health documents | Jul 14, 2022 | Cell DetectionOptical Character Recognition (OCR) | —Unverified | 0 |
| Exploring Contextual Relationships for Cervical Abnormal Cell Detection | Jul 11, 2022 | Cell Detection | CodeCode Available | 1 |
| End-to-end cell recognition by point annotation | Jul 1, 2022 | Cell DetectionMulti-Task Learning | —Unverified | 0 |
| Small Object Detection via Pixel Level Balancing With Applications to Blood Cell Detection | Jun 17, 2022 | 2D Object DetectionCell Detection | CodeCode Available | 0 |
| Evaluating histopathology transfer learning with ChampKit | Jun 14, 2022 | BenchmarkingCell Detection | CodeCode Available | 1 |
| CellCentroidFormer: Combining Self-attention and Convolution for Cell Detection | Jun 1, 2022 | Cell DetectionTransfer Learning | CodeCode Available | 0 |
| Cervical Glandular Cell Detection from Whole Slide Image with Out-Of-Distribution Data | May 29, 2022 | Cell Detectionobject-detection | CodeCode Available | 0 |
| Multiplexed Immunofluorescence Brain Image Analysis Using Self-Supervised Dual-Loss Adaptive Masked Autoencoder | May 10, 2022 | Cell DetectionContrastive Learning | CodeCode Available | 1 |
| One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification | Feb 28, 2022 | AllCell Detection | CodeCode Available | 1 |
| ReCasNet: Improving consistency within the two-stage mitosis detection framework | Feb 28, 2022 | Cell DetectionDeep Learning | CodeCode Available | 0 |
| Malaria detection in Segmented Blood Cell using Convolutional Neural Networks and Canny Edge Detection | Feb 21, 2022 | Cell DetectionEdge Detection | —Unverified | 0 |
| A Pragmatic Machine Learning Approach to Quantify Tumor Infiltrating Lymphocytes in Whole Slide Images | Feb 14, 2022 | BIG-bench Machine LearningCell Detection | CodeCode Available | 0 |
| W-Net: A Two-Stage Convolutional Network for Nucleus Detection in Histopathology Image | Oct 26, 2021 | Cell DetectionSegmentation | —Unverified | 0 |
| Bone Marrow Cell Recognition: Training Deep Object Detection with A New Loss Function | Oct 25, 2021 | Cell Detectionobject-detection | —Unverified | 0 |
| Multi-Class Cell Detection Using Spatial Context Representation | Oct 10, 2021 | Cell DetectionClassification | CodeCode Available | 1 |
| Automated Multi-Process CTC Detection using Deep Learning | Sep 26, 2021 | Cell DetectionDeep Learning | —Unverified | 0 |
| Multi-source Domain Adaptation Using Gradient Reversal Layer for Mitotic Cell Detection | Sep 2, 2021 | Cell DetectionDomain Adaptation | —Unverified | 0 |
| Two-step Domain Adaptation for Mitosis Cell Detection in Histopathology Images | Aug 31, 2021 | Cell DetectionDomain Adaptation | —Unverified | 0 |
| TE-YOLOF: Tiny and efficient YOLOF for blood cell detection | Aug 27, 2021 | Blood Cell DetectionCell Detection | —Unverified | 0 |
| Inter-Species Cell Detection: Datasets on pulmonary hemosiderophages in equine, human and feline specimens | Aug 19, 2021 | Cell DetectionDiagnostic | CodeCode Available | 0 |
| AMDet: A Tool for Mitotic Cell Detection in Histopathology Slides | Aug 8, 2021 | AutoMLCell Detection | CodeCode Available | 0 |
| Instance Segmentation of Multiple Myeloma Cells via Hybrid Task Cascade | Jul 20, 2021 | Cell DetectionDiagnostic | —Unverified | 0 |
| Symmetric Dense Inception Network for Simultaneous Cell Detection and Classification in Multiplex Immunohistochemistry Images | Jul 20, 2021 | Cell DetectionClassification | —Unverified | 0 |
| Cell Detection from Imperfect Annotation by Pseudo Label Selection Using P-classification | Jul 20, 2021 | Cell DetectionPseudo Label | CodeCode Available | 0 |
| Cell Detection in Domain Shift Problem Using Pseudo-Cell-Position Heatmap | Jul 19, 2021 | Cell DetectionDomain Adaptation | CodeCode Available | 0 |
| Semi-supervised Cell Detection in Time-lapse Images Using Temporal Consistency | Jul 19, 2021 | Cell Detection | CodeCode Available | 0 |
| Histogram of Cell Types: Deep Learning for Automated Bone Marrow Cytology | Jul 5, 2021 | Cell DetectionDeep Learning | —Unverified | 0 |
| Positive-unlabeled Learning for Cell Detection in Histopathology Images with Incomplete Annotations | Jun 30, 2021 | Cell DetectionMitosis Detection | —Unverified | 0 |
| SRPN: similarity-based region proposal networks for nuclei and cells detection in histology images | Jun 25, 2021 | Cell DetectionDense Object Detection | CodeCode Available | 1 |
| TGRNet: A Table Graph Reconstruction Network for Table Structure Recognition | Jun 20, 2021 | Cell DetectionGraph Reconstruction | CodeCode Available | 1 |
| Photonic single perceptron at Giga-OP/s speeds with Kerr microcombs for scalable optical neural networks | May 12, 2021 | Cell DetectionHandwritten Digit Recognition | —Unverified | 0 |
| TABBIE: Pretrained Representations of Tabular Data | May 6, 2021 | Cell DetectionColumn Type Annotation | CodeCode Available | 1 |
| Contour Proposal Networks for Biomedical Instance Segmentation | Apr 7, 2021 | Blood Cell DetectionCell Detection | CodeCode Available | 1 |
| Deep Semi-supervised Metric Learning with Dual Alignment for Cervical Cancer Cell Detection | Apr 7, 2021 | Cell DetectionMetric Learning | —Unverified | 0 |
| Cell abundance aware deep learning for cell detection on highly imbalanced pathological data | Feb 23, 2021 | Cell DetectionDeep Learning | CodeCode Available | 0 |
| Probabilistic Spatial Analysis in Quantitative Microscopy with Uncertainty-Aware Cell Detection using Deep Bayesian Regression of Density Maps | Feb 23, 2021 | Cell Detectionimage-classification | —Unverified | 0 |
| 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 |
| Detecting cell and protein concentrations by the use of a thermal based sensor | Feb 16, 2021 | Cell Detection | —Unverified | 0 |
| Learning to be EXACT, Cell Detection for Asthma on Partially Annotated Whole Slide Images | Jan 13, 2021 | Cell Detectionobject-detection | —Unverified | 0 |
| Neural network fast-classifies biological images using features selected after their random-forests-importance to power smart microscopy | Dec 18, 2020 | Cell Detection | —Unverified | 0 |
| Attention-Based Transformers for Instance Segmentation of Cells in Microstructures | Nov 19, 2020 | Cell DetectionCell Segmentation | CodeCode Available | 1 |
| Table Structure Recognition using Top-Down and Bottom-Up Cues | Oct 9, 2020 | Cell DetectionOptical Character Recognition | CodeCode Available | 1 |
| 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 |
| Multiscale Detection of Cancerous Tissue in High Resolution Slide Scans | Oct 1, 2020 | Cell DetectionVocal Bursts Intensity Prediction | —Unverified | 0 |
| HydraMix-Net: A Deep Multi-task Semi-supervised Learning Approach for Cell Detection and Classification | Aug 11, 2020 | Cell DetectionGeneral Classification | —Unverified | 0 |
| From Human Mesenchymal Stromal Cells to Osteosarcoma Cells Classification by Deep Learning | Aug 4, 2020 | Cell DetectionData Augmentation | —Unverified | 0 |
| Weakly-Supervised Cell Tracking via Backward-and-Forward Propagation | Jul 30, 2020 | Cell DetectionCell Tracking | CodeCode Available | 1 |