| Multi-task Learning Approach for Intracranial Hemorrhage Prognosis | Aug 16, 2024 | Decision MakingMulti-Task Learning | CodeCode Available | 0 | 5 |
| A Semi-supervised Deep Transfer Learning Approach for Rolling-Element Bearing Remaining Useful Life Prediction | Sep 29, 2021 | Interpretability Techniques for Deep LearningManagement | CodeCode Available | 0 | 5 |
| CancerNet-SCa: Tailored Deep Neural Network Designs for Detection of Skin Cancer from Dermoscopy Images | Nov 21, 2020 | ManagementPrognosis | CodeCode Available | 0 | 5 |
| A multiple testing framework for diagnostic accuracy studies with co-primary endpoints | Nov 8, 2019 | DiagnosticModel Selection | CodeCode Available | 0 | 5 |
| Enforcing Morphological Information in Fully Convolutional Networks to Improve Cell Instance Segmentation in Fluorescence Microscopy Images | Jun 10, 2021 | Cell TrackingInstance Segmentation | CodeCode Available | 0 | 5 |
| Estimating Missing Data in Temporal Data Streams Using Multi-directional Recurrent Neural Networks | Nov 23, 2017 | Matrix CompletionMultivariate Time Series Imputation | CodeCode Available | 0 | 5 |
| Efficient Deep Learning-based Forward Solvers for Brain Tumor Growth Models | Jan 14, 2025 | Deep LearningEvolutionary Algorithms | CodeCode Available | 0 | 5 |
| Efficient dynamic modal load reconstruction using physics-informed Gaussian processes based on frequency-sparse Fourier basis functions | Mar 12, 2025 | Gaussian ProcessesPrognosis | CodeCode Available | 0 | 5 |
| Artificial Intelligence in Ovarian Cancer Histopathology: A Systematic Review | Mar 31, 2023 | DiagnosticPrognosis | CodeCode Available | 0 | 5 |
| Dynamic Multimodal Information Bottleneck for Multimodality Classification | Nov 2, 2023 | ClassificationDiagnostic | CodeCode Available | 0 | 5 |
| Post-hoc Overall Survival Time Prediction from Brain MRI | Feb 22, 2021 | Brain Tumor SegmentationPrediction | CodeCode Available | 0 | 5 |
| Predicting Fatigue Crack Growth via Path Slicing and Re-Weighting | Sep 13, 2023 | Decision MakingDimensionality Reduction | CodeCode Available | 0 | 5 |
| Efficient Out-of-Distribution Detection of Melanoma with Wavelet-based Normalizing Flows | Aug 9, 2022 | Density EstimationOut-of-Distribution Detection | 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 |
| Cell image classification: a comparative overview | Jun 7, 2019 | Classificationimage-classification | CodeCode Available | 0 | 5 |
| A CNN-Transformer for Classification of Longitudinal 3D MRI Images -- A Case Study on Hepatocellular Carcinoma Prediction | Jan 18, 2025 | PrognosisSelf-Supervised Learning | CodeCode Available | 0 | 5 |
| A Novel Generative Multi-Task Representation Learning Approach for Predicting Postoperative Complications in Cardiac Surgery Patients | Dec 2, 2024 | PrognosisRepresentation Learning | CodeCode Available | 0 | 5 |
| ProgNet: A Transferable Deep Network for Aircraft Engine Damage Propagation Prognosis under Real Flight Conditions | Dec 23, 2022 | DenoisingDimensionality Reduction | CodeCode Available | 0 | 5 |
| Q-space quantitative diffusion MRI measures using a stretched-exponential representation | Sep 15, 2020 | Diffusion MRIPrognosis | CodeCode Available | 0 | 5 |
| Quantifying Health Inequalities Induced by Data and AI Models | Apr 24, 2022 | Prognosis | CodeCode Available | 0 | 5 |
| Exploring Genetic-histologic Relationships in Breast Cancer | Mar 15, 2021 | Prognosis | CodeCode Available | 0 | 5 |
| Querying functional and structural niches on spatial transcriptomics data | Oct 14, 2024 | Contrastive LearningGraph Representation Learning | CodeCode Available | 0 | 5 |
| Gene-MOE: A sparsely gated prognosis and classification framework exploiting pan-cancer genomic information | Nov 29, 2023 | Cancer ClassificationClassification | CodeCode Available | 0 | 5 |
| Domain Knowledge Based Brain Tumor Segmentation and Overall Survival Prediction | Dec 16, 2019 | Brain Tumor SegmentationPosition | CodeCode Available | 0 | 5 |
| Dilated deeply supervised networks for hippocampus segmentation in MRI | Mar 20, 2019 | HippocampusPrognosis | CodeCode Available | 0 | 5 |
| A Multi-Modal Deep Learning Framework for Pan-Cancer Prognosis | Jan 13, 2025 | Deep LearningMixture-of-Experts | CodeCode Available | 0 | 5 |
| AIforCOVID: predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study | Dec 11, 2020 | Computed Tomography (CT)Management | CodeCode Available | 0 | 5 |
| Clinical prediction system of complications among COVID-19 patients: a development and validation retrospective multicentre study | Nov 28, 2020 | Model SelectionPrognosis | CodeCode Available | 0 | 5 |
| Discovering Clinically Meaningful Shape Features for the Analysis of Tumor Pathology Images | Dec 9, 2020 | Prognosis | CodeCode Available | 0 | 5 |
| Shapley-based Explainable AI for Clustering Applications in Fault Diagnosis and Prognosis | Mar 25, 2023 | ClusteringExplainable artificial intelligence | CodeCode Available | 0 | 5 |
| Detection of Peri-Pancreatic Edema using Deep Learning and Radiomics Techniques | Apr 25, 2024 | Deep LearningDiagnostic | CodeCode Available | 0 | 5 |
| Stroke Lesion Segmentation with Visual Cortex Anatomy Alike Neural Nets | May 13, 2021 | AnatomyLesion Detection | CodeCode Available | 0 | 5 |
| Co-data Learning for Bayesian Additive Regression Trees | Nov 16, 2023 | PredictionPrognosis | CodeCode Available | 0 | 5 |
| Diagnosis and Prognosis of Faults in High-Speed Aeronautical Bearings with a Collaborative Selection Incremental Deep Transfer Learning Approach | Oct 2, 2023 | DenoisingDiagnostic | CodeCode Available | 0 | 5 |
| DiffExplainer: Unveiling Black Box Models Via Counterfactual Generation | Jun 21, 2024 | counterfactualimage-classification | CodeCode Available | 0 | 5 |
| The TCGA Meta-Dataset Clinical Benchmark | Oct 18, 2019 | Decision MakingPrognosis | CodeCode Available | 0 | 5 |
| FedER: Federated Learning through Experience Replay and Privacy-Preserving Data Synthesis | Jun 20, 2022 | Federated LearningPrivacy Preserving | CodeCode Available | 0 | 5 |
| Deep Learning-Based Objective and Reproducible Osteosarcoma Chemotherapy Response Assessment and Outcome Prediction | Aug 9, 2022 | ManagementPrognosis | CodeCode Available | 0 | 5 |
| Debiasing Cardiac Imaging with Controlled Latent Diffusion Models | Mar 28, 2024 | DenoisingGPU | CodeCode Available | 0 | 5 |
| Deep-learning-enabled Brain Hemodynamic Mapping Using Resting-state fMRI | Apr 25, 2022 | Deep LearningManagement | CodeCode Available | 0 | 5 |
| CrossFusion: A Multi-Scale Cross-Attention Convolutional Fusion Model for Cancer Survival Prediction | Mar 3, 2025 | PrognosisSurvival Prediction | CodeCode Available | 0 | 5 |
| A comprehensive comparison of tools for fitting mutational signatures | Oct 2, 2023 | Prognosis | CodeCode Available | 0 | 5 |
| Mining the contribution of intensive care clinical course to outcome after traumatic brain injury | Mar 8, 2023 | Data IntegrationMissing Values | CodeCode Available | 0 | 5 |
| Deep learning for brain metastasis detection and segmentation in longitudinal MRI data | Dec 22, 2021 | Ensemble LearningPrognosis | CodeCode Available | 0 | 5 |
| D-UNet: a dimension-fusion U shape network for chronic stroke lesion segmentation | Aug 14, 2019 | DecoderImage Segmentation | CodeCode Available | 0 | 5 |
| 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 | 5 |
| MIA-Prognosis: A Deep Learning Framework to Predict Therapy Response | Oct 8, 2020 | Deep LearningPrognosis | CodeCode Available | 0 | 5 |
| A Quantitative Analysis of Localized Robustness of MYCN in Neuroblastoma | Dec 13, 2015 | Prognosis | —Unverified | 0 | 0 |
| APTER: Aggregated Prognosis Through Exponential Reweighting | Feb 20, 2020 | Prognosis | —Unverified | 0 | 0 |
| A Long-term Dependent and Trustworthy Approach to Reactor Accident Prognosis based on Temporal Fusion Transformer | Oct 28, 2022 | Prognosisquantile regression | —Unverified | 0 | 0 |