| Learning Disentangled Stain and Structural Representations for Semi-Supervised Histopathology Segmentation | Jul 5, 2025 | PrognosisSegmentation | CodeCode Available | 0 |
| Segment Anything in Pathology Images with Natural Language | Jun 26, 2025 | DiagnosticFeature Importance | —Unverified | 0 |
| [Beat-to-beat AV nodal assessment] ECG-based beat-to-beat assessment of AV node conduction properties during AF | Jun 24, 2025 | Prognosis | —Unverified | 0 |
| Universal Laboratory Model: prognosis of abnormal clinical outcomes based on routine tests | Jun 18, 2025 | CBC TESTMissing Values | —Unverified | 0 |
| Optimized Spectral Fault Receptive Fields for Diagnosis-Informed Prognosis | Jun 14, 2025 | Fault DiagnosisPrognosis | —Unverified | 0 |
| ADAgent: LLM Agent for Alzheimer's Disease Analysis with Collaborative Coordinator | Jun 11, 2025 | AI AgentLarge Language Model | —Unverified | 0 |
| Improving Oral Cancer Outcomes Through Machine Learning and Dimensionality Reduction | Jun 11, 2025 | DiagnosticDimensionality Reduction | —Unverified | 0 |
| A Narrative Review on Large AI Models in Lung Cancer Screening, Diagnosis, and Treatment Planning | Jun 8, 2025 | Decision MakingDecoder | —Unverified | 0 |
| NSUN2 as a potential prognostic as well as therapeutic target in cancer by regulating m5C modification | Jun 7, 2025 | Prognosis | —Unverified | 0 |
| petBrain: A New Pipeline for Amyloid, Tau Tangles and Neurodegeneration Quantification Using PET and MRI | Jun 3, 2025 | Prognosis | —Unverified | 0 |
| Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records | Jun 3, 2025 | Causal DiscoveryFeature Importance | —Unverified | 0 |
| Interpretable phenotyping of Heart Failure patients with Dutch discharge letters | May 30, 2025 | Prognosis | —Unverified | 0 |
| ConfLUNet: Multiple sclerosis lesion instance segmentation in presence of confluent lesions | May 28, 2025 | Instance SegmentationLesion Detection | —Unverified | 0 |
| Subspecialty-Specific Foundation Model for Intelligent Gastrointestinal Pathology | May 28, 2025 | DiagnosticPrognosis | —Unverified | 0 |
| Cardiac Digital Twins at Scale from MRI: Open Tools and Representative Models from ~55000 UK Biobank Participants | May 27, 2025 | Prognosis | CodeCode Available | 0 |
| Beyond Segmentation: Confidence-Aware and Debiased Estimation of Ratio-based Biomarkers | May 26, 2025 | Decision MakingPrognosis | —Unverified | 0 |
| PathBench: A comprehensive comparison benchmark for pathology foundation models towards precision oncology | May 26, 2025 | BenchmarkingPrognosis | —Unverified | 0 |
| CMRINet: Joint Groupwise Registration and Segmentation for Cardiac Function Quantification from Cine-MRI | May 22, 2025 | Prognosis | —Unverified | 0 |
| Deep Learning Enabled Segmentation, Classification and Risk Assessment of Cervical Cancer | May 21, 2025 | Multi-Task LearningPrognosis | —Unverified | 0 |
| Pathobiological Dictionary Defining Pathomics and Texture Features: Addressing Understandable AI Issues in Personalized Liver Cancer; Dictionary Version LCP1.0 | May 20, 2025 | Cell DetectionDiagnostic | —Unverified | 0 |
| MambaControl: Anatomy Graph-Enhanced Mamba ControlNet with Fourier Refinement for Diffusion-Based Disease Trajectory Prediction | May 15, 2025 | AnatomyDisease Prediction | —Unverified | 0 |
| ImplicitStainer: Data-Efficient Medical Image Translation for Virtual Antibody-based Tissue Staining Using Local Implicit Functions | May 14, 2025 | DiagnosticPrognosis | —Unverified | 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 |
| Evaluating Large Language Models for Real-World Engineering Tasks | May 12, 2025 | Prognosis | —Unverified | 0 |
| Equivariant Imaging Biomarkers for Robust Unsupervised Segmentation of Histopathology | May 8, 2025 | DiagnosticPrognosis | CodeCode Available | 0 |
| STG: Spatiotemporal Graph Neural Network with Fusion and Spatiotemporal Decoupling Learning for Prognostic Prediction of Colorectal Cancer Liver Metastasis | May 6, 2025 | Contrastive Learninggraph construction | —Unverified | 0 |
| RobSurv: Vector Quantization-Based Multi-Modal Learning for Robust Cancer Survival Prediction | May 5, 2025 | PrognosisQuantization | —Unverified | 0 |
| Lifelong Whole Slide Image Analysis: Online Vision-Language Adaptation and Past-to-Present Gradient Distillation | May 4, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Statistical Learning for Heterogeneous Treatment Effects: Pretraining, Prognosis, and Prediction | May 1, 2025 | Prognosis | —Unverified | 0 |
| Artificial Intelligence for Personalized Prediction of Alzheimer's Disease Progression: A Survey of Methods, Data Challenges, and Future Directions | Apr 29, 2025 | Causal InferenceFederated Learning | —Unverified | 0 |
| Optimizing chemoradiotherapy for malignant gliomas: a validated mathematical approach | Apr 24, 2025 | Prognosis | —Unverified | 0 |
| Efficient Parameter Adaptation for Multi-Modal Medical Image Segmentation and Prognosis | Apr 18, 2025 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Analysis of the MICCAI Brain Tumor Segmentation -- Metastases (BraTS-METS) 2025 Lighthouse Challenge: Brain Metastasis Segmentation on Pre- and Post-treatment MRI | Apr 16, 2025 | Brain Tumor SegmentationPrognosis | —Unverified | 0 |
| Prognosis Of Lithium-Ion Battery Health with Hybrid EKF-CNN+LSTM Model Using Differential Capacity | Apr 16, 2025 | Prognosis | —Unverified | 0 |
| DeepSelective: Feature Gating and Representation Matching for Interpretable Clinical Prediction | Apr 15, 2025 | Data CompressionDecision Making | —Unverified | 0 |
| Forecasting from Clinical Textual Time Series: Adaptations of the Encoder and Decoder Language Model Families | Apr 14, 2025 | DecoderLanguage Modeling | —Unverified | 0 |
| Classifying Copy Number Variations Using State Space Modeling of Targeted Sequencing Data: A Case Study in Thalassemia | Apr 14, 2025 | PrognosisSpecificity | —Unverified | 0 |
| Beyond Feature Importance: Feature Interactions in Predicting Post-Stroke Rigidity with Graph Explainable AI | Apr 10, 2025 | Feature ImportanceGraph Attention | —Unverified | 0 |
| Vision Transformers with Autoencoders and Explainable AI for Cancer Patient Risk Stratification Using Whole Slide Imaging | Apr 7, 2025 | PrognosisSurvival Analysis | —Unverified | 0 |
| Opportunistic Screening for Pancreatic Cancer using Computed Tomography Imaging and Radiology Reports | Mar 31, 2025 | Deep LearningPrognosis | —Unverified | 0 |
| MIL vs. Aggregation: Evaluating Patient-Level Survival Prediction Strategies Using Graph-Based Learning | Mar 29, 2025 | Multiple Instance LearningPrognosis | —Unverified | 0 |
| Contrasting Low and High-Resolution Features for HER2 Scoring using Deep Learning | Mar 28, 2025 | Cancer ClassificationClassification | —Unverified | 0 |
| Label-free pathological subtyping of non-small cell lung cancer using deep classification and virtual immunohistochemical staining | Mar 25, 2025 | DiagnosticLung Cancer Diagnosis | —Unverified | 0 |
| Reliable Radiologic Skeletal Muscle Area Assessment -- A Biomarker for Cancer Cachexia Diagnosis | Mar 19, 2025 | Computed Tomography (CT)Prognosis | —Unverified | 0 |
| Bayesian Cox model with graph-structured variable selection priors for multi-omics biomarker identification | Mar 17, 2025 | PrognosisSurvival Prediction | CodeCode Available | 0 |
| Artificial Intelligence-Driven Prognostic Classification of COVID-19 Using Chest X-rays: A Deep Learning Approach | Mar 17, 2025 | Deep LearningDiagnostic | —Unverified | 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 |
| Diagnostic-free onboard battery health assessment | Mar 10, 2025 | Battery diagnosisDecoder | —Unverified | 0 |
| PathVQ: Reforming Computational Pathology Foundation Model for Whole Slide Image Analysis via Vector Quantization | Mar 9, 2025 | PrognosisQuantization | —Unverified | 0 |
| Active Learning for Deep Learning-Based Hemodynamic Parameter Estimation | Mar 5, 2025 | Active LearningDeep Learning | —Unverified | 0 |