| Deep Learning-Based Objective and Reproducible Osteosarcoma Chemotherapy Response Assessment and Outcome Prediction | Aug 9, 2022 | ManagementPrognosis | CodeCode Available | 0 |
| Masked Pre-Training of Transformers for Histology Image Analysis | Apr 14, 2023 | Multiple Instance LearningPrognosis | CodeCode Available | 0 |
| Pathomic Fusion: An Integrated Framework for Fusing Histopathology and Genomic Features for Cancer Diagnosis and Prognosis | Dec 18, 2019 | Feature ImportancePrognosis | CodeCode Available | 0 |
| Cancer Type, Stage and Prognosis Assessment from Pathology Reports using LLMs | Mar 3, 2025 | Prognosis | CodeCode Available | 0 |
| MAVIDH Score: A COVID-19 Severity Scoring using Chest X-Ray Pathology Features | Nov 30, 2020 | COVID-19 DiagnosisPrognosis | CodeCode Available | 0 |
| Glioblastoma Multiforme Prognosis: MRI Missing Modality Generation, Segmentation and Radiogenomic Survival Prediction | Mar 17, 2021 | DecoderGenerative Adversarial Network | CodeCode Available | 0 |
| Maximising Histopathology Segmentation using Minimal Labels via Self-Supervision | Dec 19, 2024 | PrognosisSegmentation | CodeCode Available | 0 |
| AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization with Structured Kernel Learning | Jul 1, 2018 | Bayesian OptimizationDiagnostic | CodeCode Available | 0 |
| Medical Artificial Intelligence for Early Detection of Lung Cancer: A Survey | Oct 18, 2024 | Deep LearningLung Cancer Diagnosis | CodeCode Available | 0 |
| Shapley-based Explainable AI for Clustering Applications in Fault Diagnosis and Prognosis | Mar 25, 2023 | ClusteringExplainable artificial intelligence | CodeCode Available | 0 |
| Guidelines for Augmentation Selection in Contrastive Learning for Time Series Classification | Jul 12, 2024 | Activity RecognitionContrastive Learning | CodeCode Available | 0 |
| H2ASeg: Hierarchical Adaptive Interaction and Weighting Network for Tumor Segmentation in PET/CT Images | Mar 27, 2024 | Computed Tomography (CT)Prognosis | CodeCode Available | 0 |
| HACSurv: A Hierarchical Copula-Based Approach for Survival Analysis with Dependent Competing Risks | Oct 19, 2024 | PrognosisSurvival Analysis | CodeCode Available | 0 |
| FedER: Federated Learning through Experience Replay and Privacy-Preserving Data Synthesis | Jun 20, 2022 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Debiasing Cardiac Imaging with Controlled Latent Diffusion Models | Mar 28, 2024 | DenoisingGPU | CodeCode Available | 0 |
| CrossFusion: A Multi-Scale Cross-Attention Convolutional Fusion Model for Cancer Survival Prediction | Mar 3, 2025 | PrognosisSurvival Prediction | CodeCode Available | 0 |
| 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 |
| 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 |
| MGCT: Mutual-Guided Cross-Modality Transformer for Survival Outcome Prediction using Integrative Histopathology-Genomic Features | Nov 20, 2023 | Prognosiswhole slide images | CodeCode Available | 0 |
| Efficient Deep Learning-based Forward Solvers for Brain Tumor Growth Models | Jan 14, 2025 | Deep LearningEvolutionary Algorithms | CodeCode Available | 0 |
| Dynamic Multimodal Information Bottleneck for Multimodality Classification | Nov 2, 2023 | ClassificationDiagnostic | CodeCode Available | 0 |
| 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 |
| MIA-Prognosis: A Deep Learning Framework to Predict Therapy Response | Oct 8, 2020 | Deep LearningPrognosis | CodeCode Available | 0 |
| Mining the contribution of intensive care clinical course to outcome after traumatic brain injury | Mar 8, 2023 | Data IntegrationMissing Values | CodeCode Available | 0 |
| Signet Ring Cell Detection With a Semi-supervised Learning Framework | Jul 9, 2019 | Cell DetectionPrognosis | CodeCode Available | 0 |
| SimPLe: Similarity-Aware Propagation Learning for Weakly-Supervised Breast Cancer Segmentation in DCE-MRI | Jun 29, 2023 | PrognosisSegmentation | CodeCode Available | 0 |
| Region-specific Risk Quantification for Interpretable Prognosis of COVID-19 | May 5, 2024 | COVID-19 DiagnosisDecision Making | CodeCode Available | 0 |
| A multiple testing framework for diagnostic accuracy studies with co-primary endpoints | Nov 8, 2019 | DiagnosticModel Selection | CodeCode Available | 0 |
| D-UNet: a dimension-fusion U shape network for chronic stroke lesion segmentation | Aug 14, 2019 | DecoderImage Segmentation | CodeCode Available | 0 |
| Unified Modeling Enhanced Multimodal Learning for Precision Neuro-Oncology | Jun 11, 2024 | Prognosis | CodeCode Available | 0 |
| Domain Knowledge Based Brain Tumor Segmentation and Overall Survival Prediction | Dec 16, 2019 | Brain Tumor SegmentationPosition | CodeCode Available | 0 |
| Histopathologic Cancer Detection | Nov 13, 2023 | Data AugmentationPrognosis | CodeCode Available | 0 |
| Discovering Clinically Meaningful Shape Features for the Analysis of Tumor Pathology Images | Dec 9, 2020 | Prognosis | CodeCode Available | 0 |
| Zero-Shot Multi-modal Large Language Model v.s. Supervised Deep Learning: A Comparative Study on CT-Based Intracranial Hemorrhage Subtyping | May 14, 2025 | Binary ClassificationClassification | CodeCode Available | 0 |
| MLC at HECKTOR 2022: The Effect and Importance of Training Data when Analyzing Cases of Head and Neck Tumors using Machine Learning | Nov 30, 2022 | Computed Tomography (CT)Kidney Function | CodeCode Available | 0 |
| HuLP: Human-in-the-Loop for Prognosis | Mar 19, 2024 | Prognosis | CodeCode Available | 0 |
| MMMNA-Net for Overall Survival Time Prediction of Brain Tumor Patients | Jun 13, 2022 | Prognosis | CodeCode Available | 0 |
| MOAB: Multi-Modal Outer Arithmetic Block For Fusion Of Histopathological Images And Genetic Data For Brain Tumor Grading | Mar 11, 2024 | Prognosis | CodeCode Available | 0 |
| Dilated deeply supervised networks for hippocampus segmentation in MRI | Mar 20, 2019 | HippocampusPrognosis | CodeCode Available | 0 |
| Model Ensemble for Brain Tumor Segmentation in Magnetic Resonance Imaging | Sep 12, 2024 | Brain Tumor SegmentationDecision Making | CodeCode Available | 0 |
| ICHPro: Intracerebral Hemorrhage Prognosis Classification Via Joint-attention Fusion-based 3d Cross-modal Network | Feb 17, 2024 | Computed Tomography (CT)Prognosis | CodeCode Available | 0 |
| Modeling cognitive deficits following neurodegenerative diseases and traumatic brain injuries with deep convolutional neural networks | Dec 13, 2016 | Prognosis | CodeCode Available | 0 |
| Contrastive Learning for Predicting Cancer Prognosis Using Gene Expression Values | Jun 9, 2023 | Contrastive Learningimage-classification | CodeCode Available | 0 |
| Artificial Intelligence in Ovarian Cancer Histopathology: A Systematic Review | Mar 31, 2023 | DiagnosticPrognosis | CodeCode Available | 0 |
| Transformer based Generative Adversarial Network for Liver Segmentation | May 21, 2022 | Generative Adversarial NetworkImage Segmentation | CodeCode Available | 0 |
| Transformer-CNN: Fast and Reliable tool for QSAR | Oct 21, 2019 | PrognosisTransfer Learning | CodeCode Available | 0 |
| CancerNet-SCa: Tailored Deep Neural Network Designs for Detection of Skin Cancer from Dermoscopy Images | Nov 21, 2020 | ManagementPrognosis | CodeCode Available | 0 |
| Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge | Nov 5, 2018 | Brain Tumor SegmentationPrognosis | CodeCode Available | 0 |
| Image Distillation for Safe Data Sharing in Histopathology | Jun 19, 2024 | Dataset DistillationPrognosis | CodeCode Available | 0 |
| Review of Artificial Intelligence Techniques in Imaging Data Acquisition, Segmentation and Diagnosis for COVID-19 | Apr 6, 2020 | Computed Tomography (CT)Prognosis | CodeCode Available | 0 |