| DRIM: Learning Disentangled Representations from Incomplete Multimodal Healthcare Data | Sep 25, 2024 | Contrastive LearningPrognosis | CodeCode Available | 1 | 5 |
| HistoSmith: Single-Stage Histology Image-Label Generation via Conditional Latent Diffusion for Enhanced Cell Segmentation and Classification | Feb 12, 2025 | Cell SegmentationImage Generation | CodeCode Available | 1 | 5 |
| Dynamic Gradient Sparsification Training for Few-Shot Fine-tuning of CT Lymph Node Segmentation Foundation Model | Mar 2, 2025 | PrognosisSegmentation | CodeCode Available | 1 | 5 |
| SMU-Net: Style matching U-Net for brain tumor segmentation with missing modalities | Apr 6, 2022 | Brain Tumor SegmentationPrognosis | CodeCode Available | 1 | 5 |
| Markerless Motion Tracking with Noisy Video and IMU Data | May 12, 2023 | Prognosis | CodeCode Available | 1 | 5 |
| Ensemble CNN Networks for GBM Tumors Segmentation using Multi-parametric MRI | Dec 13, 2021 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 1 | 5 |
| TMSS: An End-to-End Transformer-based Multimodal Network for Segmentation and Survival Prediction | Sep 12, 2022 | Multimodal Deep LearningPrognosis | CodeCode Available | 1 | 5 |
| Towards Accurate and Interpretable Neuroblastoma Diagnosis via Contrastive Multi-scale Pathological Image Analysis | Apr 18, 2025 | Contrastive LearningDiagnostic | CodeCode Available | 1 | 5 |
| GCS-ICHNet: Assessment of Intracerebral Hemorrhage Prognosis using Self-Attention with Domain Knowledge Integration | Nov 8, 2023 | ManagementPrognosis | CodeCode Available | 1 | 5 |
| Universally Rank Consistent Ordinal Regression in Neural Networks | Oct 14, 2021 | Binary ClassificationPrognosis | CodeCode Available | 1 | 5 |
| A Large-scale Multi Domain Leukemia Dataset for the White Blood Cells Detection with Morphological Attributes for Explainability | May 17, 2024 | AttributeDomain Adaptation | CodeCode Available | 1 | 5 |
| VisionFM: a Multi-Modal Multi-Task Vision Foundation Model for Generalist Ophthalmic Artificial Intelligence | Oct 8, 2023 | Disease PredictionPrognosis | CodeCode Available | 1 | 5 |
| A Survey of Medical Vision-and-Language Applications and Their Techniques | Nov 19, 2024 | Decision MakingDiagnostic | CodeCode Available | 1 | 5 |
| Generating crossmodal gene expression from cancer histopathology improves multimodal AI predictions | Feb 1, 2025 | Prognosis | CodeCode Available | 1 | 5 |
| A Robust Ensemble Algorithm for Ischemic Stroke Lesion Segmentation: Generalizability and Clinical Utility Beyond the ISLES Challenge | Mar 28, 2024 | Ischemic Stroke Lesion SegmentationLesion Detection | CodeCode Available | 1 | 5 |
| A Radiogenomics Pipeline for Lung Nodules Segmentation and Prediction of EGFR Mutation Status from CT Scans | Nov 12, 2022 | Prognosis | CodeCode Available | 1 | 5 |
| Extending nn-UNet for brain tumor segmentation | Dec 9, 2021 | Brain Tumor SegmentationDecoder | CodeCode Available | 1 | 5 |
| Automatic segmentation with detection of local segmentation failures in cardiac MRI | Nov 13, 2020 | PrognosisSegmentation | CodeCode Available | 1 | 5 |
| Fibro-CoSANet: Pulmonary Fibrosis Prognosis Prediction using a Convolutional Self Attention Network | Apr 13, 2021 | Prognosis | CodeCode Available | 1 | 5 |
| Fleet Prognosis with Physics-informed Recurrent Neural Networks | Jan 16, 2019 | Graph RegressionGraph-to-Sequence | CodeCode Available | 1 | 5 |
| AdaMSS: Adaptive Multi-Modality Segmentation-to-Survival Learning for Survival Outcome Prediction from PET/CT Images | May 17, 2023 | Multi-Task LearningPrediction | CodeCode Available | 1 | 5 |
| Hierarchical Bayesian Regression for Multi-Site Normative Modeling of Neuroimaging Data | May 25, 2020 | Prognosisregression | CodeCode Available | 1 | 5 |
| HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis | Sep 14, 2023 | Graph Neural NetworkPrognosis | CodeCode Available | 1 | 5 |
| Beyond the Snapshot: Brain Tokenized Graph Transformer for Longitudinal Brain Functional Connectome Embedding | Jul 3, 2023 | Prognosis | CodeCode Available | 1 | 5 |
| AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization with Structured Kernel Learning | Feb 20, 2018 | Bayesian OptimizationDiagnostic | CodeCode Available | 1 | 5 |
| Hunting imaging biomarkers in pulmonary fibrosis: Benchmarks of the AIIB23 challenge | Dec 21, 2023 | Mortality PredictionPrognosis | CodeCode Available | 1 | 5 |
| Joint Modelling Histology and Molecular Markers for Cancer Classification | Feb 11, 2025 | Cancer ClassificationPrognosis | CodeCode Available | 1 | 5 |
| Kernel Attention Transformer (KAT) for Histopathology Whole Slide Image Classification | Jun 27, 2022 | Classificationimage-classification | CodeCode Available | 1 | 5 |
| Clinically-Inspired Multi-Agent Transformers for Disease Trajectory Forecasting from Multimodal Data | Oct 25, 2022 | Decision MakingDisease Trajectory Forecasting | CodeCode Available | 1 | 5 |
| MEDPSeg: Hierarchical polymorphic multitask learning for the segmentation of ground-glass opacities, consolidation, and pulmonary structures on computed tomography | Dec 4, 2023 | AnatomyComputed Tomography (CT) | CodeCode Available | 1 | 5 |
| AeroPath: An airway segmentation benchmark dataset with challenging pathology | Nov 2, 2023 | AnatomyPrognosis | CodeCode Available | 1 | 5 |
| MiCo: Multiple Instance Learning with Context-Aware Clustering for Whole Slide Image Analysis | Jun 22, 2025 | ClusteringMultiple Instance Learning | CodeCode Available | 1 | 5 |
| An artificial intelligence system for predicting the deterioration of COVID-19 patients in the emergency department | Aug 4, 2020 | COVID-19 DiagnosisDecision Making | CodeCode Available | 1 | 5 |
| ConSlide: Asynchronous Hierarchical Interaction Transformer with Breakup-Reorganize Rehearsal for Continual Whole Slide Image Analysis | Aug 25, 2023 | Continual LearningPrognosis | CodeCode Available | 1 | 5 |
| Exploring Transfer Learning in Medical Image Segmentation using Vision-Language Models | Aug 15, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Context-Aware Refinement Network Incorporating Structural Connectivity Prior for Brain Midline Delineation | Jul 10, 2020 | Prognosis | CodeCode Available | 1 | 5 |
| A Generalized Deep Learning Framework for Whole-Slide Image Segmentation and Analysis | Jan 1, 2020 | Image SegmentationLesion Detection | CodeCode Available | 1 | 5 |
| COVID-19 Prognosis via Self-Supervised Representation Learning and Multi-Image Prediction | Jan 13, 2021 | PrognosisRepresentation Learning | CodeCode Available | 1 | 5 |
| Fast and Scalable Image Search For Histology | Jul 28, 2021 | Image RetrievalPrognosis | CodeCode Available | 1 | 5 |
| An Ensemble Approach for Patient Prognosis of Head and Neck Tumor Using Multimodal Data | Feb 25, 2022 | Prognosis | CodeCode Available | 1 | 5 |
| Cross-modality Attention-based Multimodal Fusion for Non-small Cell Lung Cancer (NSCLC) Patient Survival Prediction | Aug 18, 2023 | PrognosisSurvival Prediction | CodeCode Available | 1 | 5 |
| CSAW-M: An Ordinal Classification Dataset for Benchmarking Mammographic Masking of Cancer | Dec 2, 2021 | BenchmarkingOrdinal Classification | CodeCode Available | 1 | 5 |
| Harnessing the power of longitudinal medical imaging for eye disease prognosis using Transformer-based sequence modeling | May 14, 2024 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Pan-Cancer Integrative Histology-Genomic Analysis via Interpretable Multimodal Deep Learning | Aug 4, 2021 | Deep LearningMultimodal Deep Learning | CodeCode Available | 1 | 5 |
| MEDIMP: 3D Medical Images with clinical Prompts from limited tabular data for renal transplantation | Mar 22, 2023 | Contrastive LearningPrognosis | CodeCode Available | 1 | 5 |
| Predicting Survivability of Cancer Patients with Metastatic Patterns Using Explainable AI | Apr 7, 2025 | PrognosisSurvival Analysis | CodeCode Available | 1 | 5 |
| Preoperative brain tumor imaging: models and software for segmentation and standardized reporting | Apr 29, 2022 | CPUPrognosis | CodeCode Available | 1 | 5 |
| An Explainable Deep Framework: Towards Task-Specific Fusion for Multi-to-One MRI Synthesis | Jul 3, 2023 | BraTS2021Prognosis | CodeCode Available | 1 | 5 |
| DLBCL-Morph: Morphological features computed using deep learning for an annotated digital DLBCL image set | Sep 17, 2020 | MORPHPrognosis | CodeCode Available | 1 | 5 |
| Equivariant Imaging Biomarkers for Robust Unsupervised Segmentation of Histopathology | May 8, 2025 | DiagnosticPrognosis | CodeCode Available | 0 | 5 |
