| A Novel Ophthalmic Benchmark for Evaluating Multimodal Large Language Models with Fundus Photographs and OCT Images | Mar 10, 2025 | Diagnostic | —Unverified | 0 |
| Robust Multilinear Principal Component Analysis | Mar 10, 2025 | DiagnosticDimensionality Reduction | —Unverified | 0 |
| A Comprehensive Survey on Magnetic Resonance Image Reconstruction | Mar 10, 2025 | DiagnosticImage Reconstruction | —Unverified | 0 |
| Diagnostic-free onboard battery health assessment | Mar 10, 2025 | Battery diagnosisDecoder | —Unverified | 0 |
| ImplicitCell: Resolution Cell Modeling of Joint Implicit Volume Reconstruction and Pose Refinement in Freehand 3D Ultrasound | Mar 9, 2025 | Diagnostic | CodeCode Available | 0 |
| Pulse Processing -- Overview and Challenges | Mar 9, 2025 | compressed sensingDiagnostic | —Unverified | 0 |
| Robotic Ultrasound-Guided Femoral Artery Reconstruction of Anatomically-Representative Phantoms | Mar 9, 2025 | Computed Tomography (CT)Diagnostic | —Unverified | 0 |
| Towards Universal Text-driven CT Image Segmentation | Mar 8, 2025 | Computed Tomography (CT)Contrastive Learning | CodeCode Available | 0 |
| Pathological Prior-Guided Multiple Instance Learning For Mitigating Catastrophic Forgetting in Breast Cancer Whole Slide Image Classification | Mar 8, 2025 | Continual LearningDiagnostic | —Unverified | 0 |
| Towards Conversational AI for Disease Management | Mar 8, 2025 | Clinical KnowledgeDiagnostic | —Unverified | 0 |
| SCoRE: Benchmarking Long-Chain Reasoning in Commonsense Scenarios | Mar 8, 2025 | BenchmarkingDiagnostic | CodeCode Available | 0 |
| GEM: Empowering MLLM for Grounded ECG Understanding with Time Series and Images | Mar 8, 2025 | cross-modal alignmentDiagnostic | CodeCode Available | 3 |
| Pathology-Guided AI System for Accurate Segmentation and Diagnosis of Cervical Spondylosis | Mar 8, 2025 | AnatomyDiagnostic | CodeCode Available | 0 |
| HealthiVert-GAN: A Novel Framework of Pseudo-Healthy Vertebral Image Synthesis for Interpretable Compression Fracture Grading | Mar 8, 2025 | Computed Tomography (CT)Diagnostic | CodeCode Available | 1 |
| FMT:A Multimodal Pneumonia Detection Model Based on Stacking MOE Framework | Mar 7, 2025 | DiagnosticMedical Image Analysis | —Unverified | 0 |
| Robust Multimodal Learning for Ophthalmic Disease Grading via Disentangled Representation | Mar 7, 2025 | DiagnosticDisentanglement | CodeCode Available | 0 |
| MedCAM-OsteoCls: Medical Context Aware Multimodal Classification of Knee Osteoarthritis | Mar 7, 2025 | AnatomyClassification | CodeCode Available | 0 |
| Zero-shot Medical Event Prediction Using a Generative Pre-trained Transformer on Electronic Health Records | Mar 7, 2025 | Diagnostic | —Unverified | 0 |
| L-FUSION: Laplacian Fetal Ultrasound Segmentation & Uncertainty Estimation | Mar 7, 2025 | AnatomyDiagnostic | —Unverified | 0 |
| Quantifying the Reasoning Abilities of LLMs on Real-world Clinical Cases | Mar 6, 2025 | BenchmarkingDiagnostic | CodeCode Available | 0 |
| Reproducibility Assessment of Magnetic Resonance Spectroscopy of Pregenual Anterior Cingulate Cortex across Sessions and Vendors via the Cloud Computing Platform CloudBrain-MRS | Mar 6, 2025 | Cloud ComputingDiagnostic | —Unverified | 0 |
| Beyond H&E: Unlocking Pathological Insights with Polarization via Self-supervised Learning | Mar 5, 2025 | DiagnosticRepresentation Learning | —Unverified | 0 |
| VoiceGRPO: Modern MoE Transformers with Group Relative Policy Optimization GRPO for AI Voice Health Care Applications on Voice Pathology Detection | Mar 5, 2025 | DiagnosticMixture-of-Experts | CodeCode Available | 0 |
| Augmentation-Based Deep Learning for Identification of Circulating Tumor Cells | Mar 5, 2025 | Data AugmentationDiagnostic | —Unverified | 0 |
| Interactive Segmentation and Report Generation for CT Images | Mar 5, 2025 | AttributeDiagnostic | —Unverified | 0 |
| UnPuzzle: A Unified Framework for Pathology Image Analysis | Mar 5, 2025 | BenchmarkingDiagnostic | CodeCode Available | 1 |
| Modeling Iodine Deficiency | Mar 4, 2025 | Diagnostic | —Unverified | 0 |
| Interpretable Few-Shot Retinal Disease Diagnosis with Concept-Guided Prompting of Vision-Language Models | Mar 4, 2025 | DiagnosticPrompt Learning | —Unverified | 0 |
| Multimodal Lead-Specific Modeling of ECG for Low-Cost Pulmonary Hypertension Assessment | Mar 3, 2025 | Diagnostic | —Unverified | 0 |
| Machine Learning Applications to Diffuse Reflectance Spectroscopy in Optical Diagnosis; A Systematic Review | Mar 3, 2025 | Diagnostic | —Unverified | 0 |
| Dementia Insights: A Context-Based MultiModal Approach | Mar 3, 2025 | DiagnosticIn-Context Learning | —Unverified | 0 |
| Med-LEGO: Editing and Adapting toward Generalist Medical Image Diagnosis | Mar 3, 2025 | Diagnostic | —Unverified | 0 |
| Interactive Gadolinium-Free MRI Synthesis: A Transformer with Localization Prompt Learning | Mar 3, 2025 | DiagnosticPrompt Learning | CodeCode Available | 0 |
| Causal Tree Extraction from Medical Case Reports: A Novel Task for Experts-like Text Comprehension | Mar 3, 2025 | DiagnosticMedical Relation Extraction | —Unverified | 0 |
| The Reliability of LLMs for Medical Diagnosis: An Examination of Consistency, Manipulation, and Contextual Awareness | Mar 2, 2025 | DiagnosticMedical Diagnosis | —Unverified | 0 |
| Towards Refining Developer Questions using LLM-Based Named Entity Recognition for Developer Chatroom Conversations | Mar 2, 2025 | DiagnosticIntent Detection | —Unverified | 0 |
| Prognostic Model for Idiopathic Pulmonary Fibrosis Using Context-Aware Sequential-Parallel Hybrid Transformer and Enriched Clinical Information | Mar 1, 2025 | Diagnostic | —Unverified | 0 |
| SegImgNet: Segmentation-Guided Dual-Branch Network for Retinal Disease Diagnoses | Mar 1, 2025 | ClassificationDiagnostic | CodeCode Available | 0 |
| NeuroSymAD: A Neuro-Symbolic Framework for Interpretable Alzheimer's Disease Diagnosis | Mar 1, 2025 | DiagnosticLanguage Modeling | —Unverified | 0 |
| ProAI: Proactive Multi-Agent Conversational AI with Structured Knowledge Base for Psychiatric Diagnosis | Feb 28, 2025 | DiagnosticResponse Generation | —Unverified | 0 |
| PsychBench: A comprehensive and professional benchmark for evaluating the performance of LLM-assisted psychiatric clinical practice | Feb 28, 2025 | BenchmarkingDiagnostic | —Unverified | 0 |
| A Non-contrast Head CT Foundation Model for Comprehensive Neuro-Trauma Triage | Feb 28, 2025 | AnatomyDiagnostic | —Unverified | 0 |
| PET Image Denoising via Text-Guided Diffusion: Integrating Anatomical Priors through Text Prompts | Feb 28, 2025 | DenoisingDiagnostic | —Unverified | 0 |
| AutoComb: Automated Comb Sign Detector for 3D CTE Scans | Feb 28, 2025 | Diagnostic | —Unverified | 0 |
| Mixmamba-fewshot: mamba and attention mixer-based method with few-shot learning for bearing fault diagnosis | Feb 27, 2025 | ClassificationDiagnostic | CodeCode Available | 1 |
| An Integrated Deep Learning Framework Leveraging NASNet and Vision Transformer with MixProcessing for Accurate and Precise Diagnosis of Lung Diseases | Feb 27, 2025 | DiagnosticMedical Image Analysis | —Unverified | 0 |
| Expertise Is What We Want | Feb 27, 2025 | Diagnostic | —Unverified | 0 |
| Enhanced Contrastive Learning with Multi-view Longitudinal Data for Chest X-ray Report Generation | Feb 27, 2025 | Contrastive LearningDiagnostic | CodeCode Available | 2 |
| RURANET++: An Unsupervised Learning Method for Diabetic Macular Edema Based on SCSE Attention Mechanisms and Dynamic Multi-Projection Head Clustering | Feb 27, 2025 | ClusteringComputational Efficiency | —Unverified | 0 |
| SuPreME: A Supervised Pre-training Framework for Multimodal ECG Representation Learning | Feb 27, 2025 | DiagnosticRepresentation Learning | —Unverified | 0 |