| Raidionics: an open software for pre- and postoperative central nervous system tumor segmentation and standardized reporting | Apr 28, 2023 | PrognosisSegmentation | CodeCode Available | 1 |
| DLBCL-Morph: Morphological features computed using deep learning for an annotated digital DLBCL image set | Sep 17, 2020 | MORPHPrognosis | CodeCode Available | 1 |
| SE(3) symmetry lets graph neural networks learn arterial velocity estimation from small datasets | Feb 17, 2023 | Prognosis | CodeCode Available | 1 |
| SegRap2023: A Benchmark of Organs-at-Risk and Gross Tumor Volume Segmentation for Radiotherapy Planning of Nasopharyngeal Carcinoma | Dec 15, 2023 | Computed Tomography (CT)Image Segmentation | CodeCode Available | 1 |
| Exploring Transfer Learning in Medical Image Segmentation using Vision-Language Models | Aug 15, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| The RSNA-ASNR-MICCAI BraTS 2021 Benchmark on Brain Tumor Segmentation and Radiogenomic Classification | Jul 5, 2021 | BenchmarkingBrain Tumor Segmentation | CodeCode Available | 1 |
| TMSS: An End-to-End Transformer-based Multimodal Network for Segmentation and Survival Prediction | Sep 12, 2022 | Multimodal Deep LearningPrognosis | CodeCode Available | 1 |
| Towards Accurate and Interpretable Neuroblastoma Diagnosis via Contrastive Multi-scale Pathological Image Analysis | Apr 18, 2025 | Contrastive LearningDiagnostic | CodeCode Available | 1 |
| COVIDx-US -- An open-access benchmark dataset of ultrasound imaging data for AI-driven COVID-19 analytics | Mar 18, 2021 | Prognosis | CodeCode Available | 1 |
| Universally Rank Consistent Ordinal Regression in Neural Networks | Oct 14, 2021 | Binary ClassificationPrognosis | CodeCode Available | 1 |
| 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 |
| VisionFM: a Multi-Modal Multi-Task Vision Foundation Model for Generalist Ophthalmic Artificial Intelligence | Oct 8, 2023 | Disease PredictionPrognosis | CodeCode Available | 1 |
| Clinically-Inspired Multi-Agent Transformers for Disease Trajectory Forecasting from Multimodal Data | Oct 25, 2022 | Decision MakingDisease Trajectory Forecasting | CodeCode Available | 1 |
| Context-aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs | Dec 9, 2021 | Prognosis | CodeCode Available | 1 |
| Cross-modality Attention-based Multimodal Fusion for Non-small Cell Lung Cancer (NSCLC) Patient Survival Prediction | Aug 18, 2023 | PrognosisSurvival Prediction | CodeCode Available | 1 |
| AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization with Structured Kernel Learning | Feb 20, 2018 | Bayesian OptimizationDiagnostic | CodeCode Available | 1 |
| Automatic segmentation with detection of local segmentation failures in cardiac MRI | Nov 13, 2020 | PrognosisSegmentation | CodeCode Available | 1 |
| ConSlide: Asynchronous Hierarchical Interaction Transformer with Breakup-Reorganize Rehearsal for Continual Whole Slide Image Analysis | Aug 25, 2023 | Continual LearningPrognosis | CodeCode Available | 1 |
| Context-Aware Refinement Network Incorporating Structural Connectivity Prior for Brain Midline Delineation | Jul 10, 2020 | Prognosis | CodeCode Available | 1 |
| COVID-19 Prognosis via Self-Supervised Representation Learning and Multi-Image Prediction | Jan 13, 2021 | PrognosisRepresentation Learning | CodeCode Available | 1 |
| Cutting-edge 3D Medical Image Segmentation Methods in 2020: Are Happy Families All Alike? | Jan 1, 2021 | AllImage Segmentation | CodeCode Available | 1 |
| Deep Biological Pathway Informed Pathology-Genomic Multimodal Survival Prediction | Jan 6, 2023 | PrognosisSurvival Prediction | CodeCode Available | 1 |
| CLIMAT: Clinically-Inspired Multi-Agent Transformers for Knee Osteoarthritis Trajectory Forecasting | Apr 8, 2021 | Decision MakingDiagnostic | CodeCode Available | 1 |
| Deep Recurrent Model for Individualized Prediction of Alzheimer's Disease Progression | May 6, 2020 | ImputationMissing Values | CodeCode Available | 1 |
| AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images | Dec 13, 2022 | Multiple Instance LearningPrognosis | CodeCode Available | 1 |
| Beyond the Snapshot: Brain Tokenized Graph Transformer for Longitudinal Brain Functional Connectome Embedding | Jul 3, 2023 | Prognosis | CodeCode Available | 1 |
| Dynamic Gradient Sparsification Training for Few-Shot Fine-tuning of CT Lymph Node Segmentation Foundation Model | Mar 2, 2025 | PrognosisSegmentation | CodeCode Available | 1 |
| Efficient Decompositional Rule Extraction for Deep Neural Networks | Nov 24, 2021 | Prognosis | CodeCode Available | 1 |
| Fast and Scalable Image Search For Histology | Jul 28, 2021 | Image RetrievalPrognosis | CodeCode Available | 1 |
| 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 |
| AeroPath: An airway segmentation benchmark dataset with challenging pathology | Nov 2, 2023 | AnatomyPrognosis | CodeCode Available | 1 |
| Fleet Prognosis with Physics-informed Recurrent Neural Networks | Jan 16, 2019 | Graph RegressionGraph-to-Sequence | CodeCode Available | 1 |
| 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 |
| 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 |
| Hierarchical Graph Representations in Digital Pathology | Feb 22, 2021 | Graph Neural NetworkPrognosis | CodeCode Available | 1 |
| HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis | Sep 14, 2023 | Graph Neural NetworkPrognosis | CodeCode Available | 1 |
| A Generalized Deep Learning Framework for Whole-Slide Image Segmentation and Analysis | Jan 1, 2020 | Image SegmentationLesion Detection | CodeCode Available | 1 |
| A Radiogenomics Pipeline for Lung Nodules Segmentation and Prediction of EGFR Mutation Status from CT Scans | Nov 12, 2022 | Prognosis | CodeCode Available | 1 |
| A Survey of Medical Vision-and-Language Applications and Their Techniques | Nov 19, 2024 | Decision MakingDiagnostic | CodeCode Available | 1 |
| An Ensemble Approach for Patient Prognosis of Head and Neck Tumor Using Multimodal Data | Feb 25, 2022 | Prognosis | CodeCode Available | 1 |
| MaNi: Maximizing Mutual Information for Nuclei Cross-Domain Unsupervised Segmentation | Jun 29, 2022 | Domain AdaptationPrognosis | CodeCode Available | 1 |
| Markerless Motion Tracking with Noisy Video and IMU Data | May 12, 2023 | Prognosis | CodeCode Available | 1 |
| 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 |
| Mesh Neural Networks for SE(3)-Equivariant Hemodynamics Estimation on the Artery Wall | Dec 9, 2022 | Prognosis | CodeCode Available | 1 |
| CSAW-M: An Ordinal Classification Dataset for Benchmarking Mammographic Masking of Cancer | Dec 2, 2021 | BenchmarkingOrdinal Classification | CodeCode Available | 1 |
| Extending nn-UNet for brain tumor segmentation | Dec 9, 2021 | Brain Tumor SegmentationDecoder | CodeCode Available | 1 |
| Pan-Cancer Computational Histopathology (PC-CHiP) analysis using deep learning | Jul 27, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 |
| An Explainable Deep Framework: Towards Task-Specific Fusion for Multi-to-One MRI Synthesis | Jul 3, 2023 | BraTS2021Prognosis | CodeCode Available | 1 |
| PHMD: An easy data access tool for prognosis and health management datasets | Jan 22, 2024 | Anomaly DetectionFault Detection | CodeCode Available | 1 |
| A Long-term Dependent and Trustworthy Approach to Reactor Accident Prognosis based on Temporal Fusion Transformer | Oct 28, 2022 | Prognosisquantile regression | —Unverified | 0 |
