| Bridging Classification and Segmentation in Osteosarcoma Assessment via Foundation and Discrete Diffusion Models | Jan 3, 2025 | PrognosisSegmentation | CodeCode Available | 0 |
| Continuous Diagnosis and Prognosis by Controlling the Update Process of Deep Neural Networks | Oct 6, 2022 | Mortality PredictionPrognosis | CodeCode Available | 0 |
| TriadNet: Sampling-free predictive intervals for lesional volume in 3D brain MR images | Jul 28, 2023 | PrognosisSegmentation | CodeCode Available | 0 |
| A Knowledge Distillation Ensemble Framework for Predicting Short and Long-term Hospitalisation Outcomes from Electronic Health Records Data | Nov 18, 2020 | Decision MakingICU Admission | CodeCode Available | 0 |
| BLS-GAN: A Deep Layer Separation Framework for Eliminating Bone Overlap in Conventional Radiographs | Sep 11, 2024 | Prognosis | CodeCode Available | 0 |
| Multi-layer Trajectory Clustering: A Network Algorithm for Disease Subtyping | May 29, 2020 | ClusteringPrognosis | CodeCode Available | 0 |
| Post-hoc Overall Survival Time Prediction from Brain MRI | Feb 22, 2021 | Brain Tumor SegmentationPrediction | CodeCode Available | 0 |
| Automatic segmentation of the spinal cord and intramedullary multiple sclerosis lesions with convolutional neural networks | May 16, 2018 | Lesion SegmentationPrognosis | CodeCode Available | 0 |
| Comparison of artificial intelligence models for prognosis of breast cancer | Nov 15, 2023 | Prognosis | CodeCode Available | 0 |
| Automatic Brain Tumor Segmentation with Scale Attention Network | Nov 6, 2020 | Brain Tumor SegmentationBraTS2021 | CodeCode Available | 0 |
| Improving Mitosis Detection Via UNet-based Adversarial Domain Homogenizer | Sep 15, 2022 | Mitosis DetectionPrognosis | CodeCode Available | 0 |
| Multimodal Deep Learning for Personalized Renal Cell Carcinoma Prognosis: Integrating CT Imaging and Clinical Data | Jul 7, 2023 | Multimodal Deep LearningPrognosis | CodeCode Available | 0 |
| Multimodal Deep Learning for Subtype Classification in Breast Cancer Using Histopathological Images and Gene Expression Data | Mar 4, 2025 | ClassificationDecision Making | CodeCode Available | 0 |
| Spatiotemporal Representation Learning for Short and Long Medical Image Time Series | Mar 12, 2024 | Contrastive LearningDecision Making | CodeCode Available | 0 |
| The leap to ordinal: detailed functional prognosis after traumatic brain injury with a flexible modelling approach | Feb 10, 2022 | Decision MakingICU Admission | CodeCode Available | 0 |
| Predicting Fatigue Crack Growth via Path Slicing and Re-Weighting | Sep 13, 2023 | Decision MakingDimensionality Reduction | CodeCode Available | 0 |
| A Novel Generative Multi-Task Representation Learning Approach for Predicting Postoperative Complications in Cardiac Surgery Patients | Dec 2, 2024 | PrognosisRepresentation Learning | CodeCode Available | 0 |
| Predicting intubation support requirement of patients using Chest X-ray with Deep Representation Learning | Oct 28, 2020 | COVID-19 DiagnosisDeep Learning | CodeCode Available | 0 |
| Information-theoretic Classification Accuracy: A Criterion that Guides Data-driven Combination of Ambiguous Outcome Labels in Multi-class Classification | Sep 1, 2021 | ClassificationMulti-class Classification | CodeCode Available | 0 |
| The TCGA Meta-Dataset Clinical Benchmark | Oct 18, 2019 | Decision MakingPrognosis | CodeCode Available | 0 |
| A Multi-Modal Deep Learning Framework for Pan-Cancer Prognosis | Jan 13, 2025 | Deep LearningMixture-of-Experts | CodeCode Available | 0 |
| Stroke Lesion Segmentation with Visual Cortex Anatomy Alike Neural Nets | May 13, 2021 | AnatomyLesion Detection | CodeCode Available | 0 |
| Co-data Learning for Bayesian Additive Regression Trees | Nov 16, 2023 | PredictionPrognosis | CodeCode Available | 0 |
| Benchmarking ChatGPT-4 on ACR Radiation Oncology In-Training (TXIT) Exam and Red Journal Gray Zone Cases: Potentials and Challenges for AI-Assisted Medical Education and Decision Making in Radiation Oncology | Apr 24, 2023 | BenchmarkingDecision Making | CodeCode Available | 0 |
| Using Persistent Homology Topological Features to Characterize Medical Images: Case Studies on Lung and Brain Cancers | Dec 7, 2020 | Prognosis | CodeCode Available | 0 |
| An Attention-Guided Deep Learning Approach for Classifying 39 Skin Lesion Types | Jan 10, 2025 | DiagnosticPrognosis | CodeCode Available | 0 |
| Prediction of Lung Metastasis from Hepatocellular Carcinoma using the SEER Database | Jan 20, 2025 | EpidemiologyFeature Importance | CodeCode Available | 0 |
| Whole-Body Lesion Segmentation in 18F-FDG PET/CT | Sep 16, 2022 | Image SegmentationLesion Segmentation | CodeCode Available | 0 |
| Clinical prediction system of complications among COVID-19 patients: a development and validation retrospective multicentre study | Nov 28, 2020 | Model SelectionPrognosis | CodeCode Available | 0 |
| An Attention Based Pipeline for Identifying Pre-Cancer Lesions in Head and Neck Clinical Images | May 3, 2024 | Lesion DetectionLesion Segmentation | CodeCode Available | 0 |
| DiffExplainer: Unveiling Black Box Models Via Counterfactual Generation | Jun 21, 2024 | counterfactualimage-classification | CodeCode Available | 0 |
| 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 |
| Unsupervised Cross-Domain Feature Extraction for Single Blood Cell Image Classification | Jul 1, 2022 | image-classificationImage Classification | CodeCode Available | 0 |
| Multi-task Learning Approach for Intracranial Hemorrhage Prognosis | Aug 16, 2024 | Decision MakingMulti-Task Learning | CodeCode Available | 0 |
| A Mutual Inclusion Mechanism for Precise Boundary Segmentation in Medical Images | Apr 12, 2024 | Image SegmentationPosition | CodeCode Available | 0 |
| Bayesian Cox model with graph-structured variable selection priors for multi-omics biomarker identification | Mar 17, 2025 | PrognosisSurvival Prediction | CodeCode Available | 0 |
| 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 |
| A hybrid machine learning/deep learning COVID-19 severity predictive model from CT images and clinical data | May 13, 2021 | Hybrid Machine LearningPrognosis | CodeCode Available | 0 |
| Detection of Peri-Pancreatic Edema using Deep Learning and Radiomics Techniques | Apr 25, 2024 | Deep LearningDiagnostic | CodeCode Available | 0 |
| Automatic brain tumor grading from MRI data using convolutional neural networks and quality assessment | Sep 25, 2018 | ManagementPrognosis | CodeCode Available | 0 |
| Knowledge-driven Subspace Fusion and Gradient Coordination for Multi-modal Learning | Jun 20, 2024 | PrognosisSurvival Analysis | CodeCode Available | 0 |
| Prior Knowledge Injection into Deep Learning Models Predicting Gene Expression from Whole Slide Images | Jan 23, 2025 | Prognosiswhole slide images | CodeCode Available | 0 |
| Whole Slide Multiple Instance Learning for Predicting Axillary Lymph Node Metastasis | Oct 6, 2023 | Data AugmentationMultiple Instance Learning | CodeCode Available | 0 |
| Large Language Models-Enabled Digital Twins for Precision Medicine in Rare Gynecological Tumors | Aug 31, 2024 | ManagementPrognosis | CodeCode Available | 0 |
| Addressing detection of left bundle branch block by means of electrocardiogram’s signals using Machine Learning algorithms | Oct 7, 2023 | Prognosis | CodeCode Available | 0 |
| Segmentation-Consistent Probabilistic Lesion Counting | Apr 11, 2022 | Lesion SegmentationMulti-Task Learning | CodeCode Available | 0 |
| ProgNet: A Transferable Deep Network for Aircraft Engine Damage Propagation Prognosis under Real Flight Conditions | Dec 23, 2022 | DenoisingDimensionality Reduction | CodeCode Available | 0 |
| Latent regularization for feature selection using kernel methods in tumor classification | Apr 10, 2020 | ClassificationDimensionality Reduction | CodeCode Available | 0 |
| Learning Disentangled Stain and Structural Representations for Semi-Supervised Histopathology Segmentation | Jul 5, 2025 | PrognosisSegmentation | CodeCode Available | 0 |
| PrognosEase: A data generator for health deterioration prognosis | Jul 5, 2023 | Prognosis | CodeCode Available | 0 |