| Deep Biological Pathway Informed Pathology-Genomic Multimodal Survival Prediction | Jan 6, 2023 | PrognosisSurvival Prediction | 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 |
| Mesh Neural Networks for SE(3)-Equivariant Hemodynamics Estimation on the Artery Wall | Dec 9, 2022 | Prognosis | CodeCode Available | 1 |
| Wild-Time: A Benchmark of in-the-Wild Distribution Shift over Time | Nov 25, 2022 | Continual LearningDomain Generalization | 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 |
| Clinically-Inspired Multi-Agent Transformers for Disease Trajectory Forecasting from Multimodal Data | Oct 25, 2022 | Decision MakingDisease Trajectory Forecasting | CodeCode Available | 1 |
| Li-ion battery degradation modes diagnosis via Convolutional Neural Networks | Sep 24, 2022 | Battery diagnosisObject Recognition | 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 |
| Multi-Scale Attention-based Multiple Instance Learning for Classification of Multi-Gigapixel Histology Images | Sep 7, 2022 | Deep LearningMultiple Instance Learning | CodeCode Available | 1 |
| A Comparative Study for Time-to-Event Analysis and Survival Prediction for Heart Failure Condition using Machine Learning Techniques | Jul 25, 2022 | PrognosisSurvival Analysis | CodeCode Available | 1 |
| MaNi: Maximizing Mutual Information for Nuclei Cross-Domain Unsupervised Segmentation | Jun 29, 2022 | Domain AdaptationPrognosis | CodeCode Available | 1 |
| Kernel Attention Transformer (KAT) for Histopathology Whole Slide Image Classification | Jun 27, 2022 | Classificationimage-classification | CodeCode Available | 1 |
| TIAger: Tumor-Infiltrating Lymphocyte Scoring in Breast Cancer for the TiGER Challenge | Jun 23, 2022 | Prognosis | CodeCode Available | 1 |
| Online Easy Example Mining for Weakly-supervised Gland Segmentation from Histology Images | Jun 14, 2022 | PrognosisSegmentation | CodeCode Available | 1 |
| DSCA: A Dual-Stream Network with Cross-Attention on Whole-Slide Image Pyramids for Cancer Prognosis | Jun 12, 2022 | Prognosiswhole slide images | CodeCode Available | 1 |
| Preoperative brain tumor imaging: models and software for segmentation and standardized reporting | Apr 29, 2022 | CPUPrognosis | CodeCode Available | 1 |
| SMU-Net: Style matching U-Net for brain tumor segmentation with missing modalities | Apr 6, 2022 | Brain Tumor SegmentationPrognosis | CodeCode Available | 1 |
| Separate and conquer heuristic allows robust mining of contrast sets in classification, regression, and survival data | Apr 1, 2022 | AttributePrognosis | CodeCode Available | 1 |
| An Ensemble Approach for Patient Prognosis of Head and Neck Tumor Using Multimodal Data | Feb 25, 2022 | Prognosis | CodeCode Available | 1 |
| Ensemble CNN Networks for GBM Tumors Segmentation using Multi-parametric MRI | Dec 13, 2021 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 1 |
| Context-aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs | Dec 9, 2021 | Prognosis | CodeCode Available | 1 |
| Extending nn-UNet for brain tumor segmentation | Dec 9, 2021 | Brain Tumor SegmentationDecoder | CodeCode Available | 1 |
| CSAW-M: An Ordinal Classification Dataset for Benchmarking Mammographic Masking of Cancer | Dec 2, 2021 | BenchmarkingOrdinal Classification | CodeCode Available | 1 |
| Efficient Decompositional Rule Extraction for Deep Neural Networks | Nov 24, 2021 | Prognosis | CodeCode Available | 1 |
| Universally Rank Consistent Ordinal Regression in Neural Networks | Oct 14, 2021 | Binary ClassificationPrognosis | CodeCode Available | 1 |
| Pan-Cancer Integrative Histology-Genomic Analysis via Interpretable Multimodal Deep Learning | Aug 4, 2021 | Deep LearningMultimodal Deep Learning | CodeCode Available | 1 |
| Fast and Scalable Image Search For Histology | Jul 28, 2021 | Image RetrievalPrognosis | 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 |
| Fibro-CoSANet: Pulmonary Fibrosis Prognosis Prediction using a Convolutional Self Attention Network | Apr 13, 2021 | Prognosis | CodeCode Available | 1 |
| CLIMAT: Clinically-Inspired Multi-Agent Transformers for Knee Osteoarthritis Trajectory Forecasting | Apr 8, 2021 | Decision MakingDiagnostic | 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 |
| Hierarchical Graph Representations in Digital Pathology | Feb 22, 2021 | Graph Neural NetworkPrognosis | 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 |
| Automatic segmentation with detection of local segmentation failures in cardiac MRI | Nov 13, 2020 | 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 |
| 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 |
| Pan-Cancer Computational Histopathology (PC-CHiP) analysis using deep learning | Jul 27, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 |
| Context-Aware Refinement Network Incorporating Structural Connectivity Prior for Brain Midline Delineation | Jul 10, 2020 | Prognosis | CodeCode Available | 1 |
| Trajectories, bifurcations and pseudotime in large clinical datasets: applications to myocardial infarction and diabetes data | Jul 7, 2020 | ClusteringData Visualization | CodeCode Available | 1 |
| Hierarchical Bayesian Regression for Multi-Site Normative Modeling of Neuroimaging Data | May 25, 2020 | Prognosisregression | CodeCode Available | 1 |
| Deep Recurrent Model for Individualized Prediction of Alzheimer's Disease Progression | May 6, 2020 | ImputationMissing Values | CodeCode Available | 1 |
| Vox2Vox: 3D-GAN for Brain Tumour Segmentation | Mar 19, 2020 | Generative Adversarial 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 |
| Physics-informed neural networks for corrosion-fatigue prognosis | Sep 22, 2019 | Graph RegressionGraph-to-Sequence | CodeCode Available | 1 |
| Nuclei Segmentation via a Deep Panoptic Model with Semantic Feature Fusion | Aug 10, 2019 | Instance SegmentationNuclear Segmentation | CodeCode Available | 1 |
| Fleet Prognosis with Physics-informed Recurrent Neural Networks | Jan 16, 2019 | Graph RegressionGraph-to-Sequence | CodeCode Available | 1 |
| Disease Progression Timeline Estimation for Alzheimer's Disease using Discriminative Event Based Modeling | Aug 10, 2018 | Prognosis | CodeCode Available | 1 |
| AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization with Structured Kernel Learning | Feb 20, 2018 | Bayesian OptimizationDiagnostic | CodeCode Available | 1 |
| Site-Level Fine-Tuning with Progressive Layer Freezing: Towards Robust Prediction of Bronchopulmonary Dysplasia from Day-1 Chest Radiographs in Extremely Preterm Infants | Jul 16, 2025 | Federated LearningPrognosis | —Unverified | 0 |
