| Segmentation of Coronary Artery Stenosis in X-ray Angiography using Mamba Models | Dec 3, 2024 | DiagnosticMamba | —Unverified | 0 |
| Medical Multimodal Foundation Models in Clinical Diagnosis and Treatment: Applications, Challenges, and Future Directions | Dec 3, 2024 | Diagnostic | —Unverified | 0 |
| Towards Clinical Practice in CT-Based Pulmonary Disease Screening: An Efficient and Reliable Framework | Dec 2, 2024 | Computed Tomography (CT)Diagnostic | —Unverified | 0 |
| MambaU-Lite: A Lightweight Model based on Mamba and Integrated Channel-Spatial Attention for Skin Lesion Segmentation | Dec 2, 2024 | DiagnosticLesion Segmentation | CodeCode Available | 1 |
| Computational Methods for Breast Cancer Molecular Profiling through Routine Histopathology: A Review | Dec 1, 2024 | DiagnosticPrognosis | —Unverified | 0 |
| Enhancing Skin Cancer Diagnosis (SCD) Using Late Discrete Wavelet Transform (DWT) and New Swarm-Based Optimizers | Nov 30, 2024 | Diagnostic | CodeCode Available | 0 |
| Volumetric Reconstruction of Prostatectomy Specimens from Histology | Nov 29, 2024 | 3D ReconstructionDiagnostic | —Unverified | 0 |
| Contextual Checkerboard Denoise -- A Novel Neural Network-Based Approach for Classification-Aware OCT Image Denoising | Nov 29, 2024 | DenoisingDiagnostic | CodeCode Available | 0 |
| Differentiable Voxel-based X-ray Rendering Improves Sparse-View 3D CBCT Reconstruction | Nov 28, 2024 | 3D ReconstructionDiagnostic | CodeCode Available | 3 |
| Physics-Informed Deep Learning Model for Line-integral Diagnostics Across Fusion Devices | Nov 27, 2024 | Diagnostic | CodeCode Available | 0 |
| MRI Breast tissue segmentation using nnU-Net for biomechanical modeling | Nov 27, 2024 | 3D ReconstructionDiagnostic | —Unverified | 0 |
| Graph-Based Biomarker Discovery and Interpretation for Alzheimer's Disease | Nov 27, 2024 | DiagnosticDrug Discovery | —Unverified | 0 |
| AI-Driven Smartphone Solution for Digitizing Rapid Diagnostic Test Kits and Enhancing Accessibility for the Visually Impaired | Nov 27, 2024 | DiagnosticSpecificity | —Unverified | 0 |
| Mortality Prediction of Pulmonary Embolism Patients with Deep Learning and XGBoost | Nov 27, 2024 | DiagnosticMortality Prediction | —Unverified | 0 |
| Leveraging Semantic Asymmetry for Precise Gross Tumor Volume Segmentation of Nasopharyngeal Carcinoma in Planning CT | Nov 27, 2024 | Contrastive LearningDiagnostic | —Unverified | 0 |
| PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis | Nov 27, 2024 | DiagnosticRepresentation Learning | CodeCode Available | 0 |
| MvKeTR: Chest CT Report Generation with Multi-View Perception and Knowledge Enhancement | Nov 27, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| Reliability of deep learning models for anatomical landmark detection: The role of inter-rater variability | Nov 26, 2024 | Anatomical Landmark DetectionDiagnostic | —Unverified | 0 |
| An Ensemble Approach for Brain Tumor Segmentation and Synthesis | Nov 26, 2024 | Brain Tumor ClassificationBrain Tumor Segmentation | —Unverified | 0 |
| sbi reloaded: a toolkit for simulation-based inference workflows | Nov 26, 2024 | Bayesian InferenceDiagnostic | CodeCode Available | 4 |
| Multimodal Outer Arithmetic Block Dual Fusion of Whole Slide Images and Omics Data for Precision Oncology | Nov 26, 2024 | DiagnosticMultiple Instance Learning | —Unverified | 0 |
| Automated Registration of 3D Neurovascular Territory Atlas to 2D DSA for Targeted Quantitative Angiography Analysis | Nov 25, 2024 | DiagnosticSSIM | —Unverified | 0 |
| PriorPath: Coarse-To-Fine Approach for Controlled De-Novo Pathology Semantic Masks Generation | Nov 25, 2024 | DiagnosticDiversity | —Unverified | 0 |
| Machine learning for cerebral blood vessels' malformations | Nov 25, 2024 | DiagnosticPrognosis | —Unverified | 0 |
| Privacy-Preserving Federated Foundation Model for Generalist Ultrasound Artificial Intelligence | Nov 25, 2024 | DiagnosticFederated Learning | —Unverified | 0 |
| Peritumoral Expansion Radiomics for Improved Lung Cancer Classification | Nov 24, 2024 | 3D ClassificationCancer Classification | CodeCode Available | 1 |
| Medical Slice Transformer: Improved Diagnosis and Explainability on 3D Medical Images with DINOv2 | Nov 24, 2024 | ClassificationDiagnostic | CodeCode Available | 1 |
| Machine-agnostic Automated Lumbar MRI Segmentation using a Cascaded Model Based on Generative Neurons | Nov 23, 2024 | Data AugmentationDecoder | —Unverified | 0 |
| CellPilot | Nov 23, 2024 | DiagnosticInteractive Segmentation | CodeCode Available | 0 |
| Classifier Enhanced Deep Learning Model for Erythroblast Differentiation with Limited Data | Nov 23, 2024 | DiagnosticOverall - Test | —Unverified | 0 |
| Large Language Model with Region-guided Referring and Grounding for CT Report Generation | Nov 23, 2024 | Computed Tomography (CT)Diagnostic | CodeCode Available | 2 |
| Unsupervised Machine Learning for Osteoporosis Diagnosis Using Singh Index Clustering on Hip Radiographs | Nov 22, 2024 | DiagnosticSelf-Supervised Learning | —Unverified | 0 |
| Cell as Point: One-Stage Framework for Efficient Cell Tracking | Nov 22, 2024 | Cell TrackingDiagnostic | —Unverified | 0 |
| FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image Classification | Nov 22, 2024 | DiagnosticFew-Shot Learning | CodeCode Available | 1 |
| BrightVAE: Luminosity Enhancement in Underexposed Endoscopic Images | Nov 22, 2024 | DiagnosticSSIM | —Unverified | 0 |
| Optimizing Student Ability Assessment: A Hierarchy Constraint-Aware Cognitive Diagnosis Framework for Educational Contexts | Nov 21, 2024 | cognitive diagnosisDiagnostic | —Unverified | 0 |
| Deep Learning Approach for Enhancing Oral Squamous Cell Carcinoma with LIME Explainable AI Technique | Nov 21, 2024 | Diagnostic | —Unverified | 0 |
| Enhancing Diagnostic Precision in Gastric Bleeding through Automated Lesion Segmentation: A Deep DuS-KFCM Approach | Nov 21, 2024 | DiagnosticLesion Segmentation | CodeCode Available | 0 |
| Comparative Analysis of Machine Learning and Deep Learning Models for Classifying Squamous Epithelial Cells of the Cervix | Nov 20, 2024 | ClassificationDiagnostic | —Unverified | 0 |
| Automating Sonologists USG Commands with AI and Voice Interface | Nov 20, 2024 | DiagnosticOrgan Detection | —Unverified | 0 |
| Deep Learning-Based Classification of Hyperkinetic Movement Disorders in Children | Nov 19, 2024 | Deep LearningDiagnostic | —Unverified | 0 |
| Translating Electrocardiograms to Cardiac Magnetic Resonance Imaging Useful for Cardiac Assessment and Disease Screening: A Multi-Center Study AI for ECG to CMR Translation Study | Nov 19, 2024 | Contrastive LearningDiagnostic | CodeCode Available | 1 |
| CCIS-Diff: A Generative Model with Stable Diffusion Prior for Controlled Colonoscopy Image Synthesis | Nov 19, 2024 | DiagnosticImage Generation | —Unverified | 0 |
| A Multimodal Approach Combining Structural and Cross-domain Textual Guidance for Weakly Supervised OCT Segmentation | Nov 19, 2024 | DescriptiveDiagnostic | CodeCode Available | 0 |
| Efficient Medicinal Image Transmission and Resolution Enhancement via GAN | Nov 19, 2024 | DiagnosticSuper-Resolution | —Unverified | 0 |
| Leadsee-Precip: A Deep Learning Diagnostic Model for Precipitation | Nov 19, 2024 | Deep LearningDiagnostic | —Unverified | 0 |
| A Survey of Medical Vision-and-Language Applications and Their Techniques | Nov 19, 2024 | Decision MakingDiagnostic | CodeCode Available | 1 |
| Towards Accessible Learning: Deep Learning-Based Potential Dysgraphia Detection and OCR for Potentially Dysgraphic Handwriting | Nov 18, 2024 | DiagnosticOptical Character Recognition | —Unverified | 0 |
| A Novel Speech Analysis and Correction Tool for Arabic-Speaking Children | Nov 18, 2024 | Diagnosticspeech-recognition | —Unverified | 0 |
| Lung Disease Detection with Vision Transformers: A Comparative Study of Machine Learning Methods | Nov 18, 2024 | DiagnosticMedical Image Analysis | —Unverified | 0 |