| The Optimization Paradox in Clinical AI Multi-Agent Systems | Jun 6, 2025 | Diagnostic | CodeCode Available | 0 |
| Ontology-based knowledge representation for bone disease diagnosis: a foundation for safe and sustainable medical artificial intelligence systems | Jun 5, 2025 | DiagnosticMultimodal Deep Learning | —Unverified | 0 |
| MuSciClaims: Multimodal Scientific Claim Verification | Jun 5, 2025 | ArticlesClaim Verification | —Unverified | 0 |
| Joint Evaluation of Answer and Reasoning Consistency for Hallucination Detection in Large Reasoning Models | Jun 5, 2025 | DiagnosticHallucination | CodeCode Available | 1 |
| LSM-2: Learning from Incomplete Wearable Sensor Data | Jun 5, 2025 | DiagnosticImputation | —Unverified | 0 |
| Artificial Intelligence Should Genuinely Support Clinical Reasoning and Decision Making To Bridge the Translational Gap | Jun 5, 2025 | Decision MakingDiagnostic | —Unverified | 0 |
| A Retrieval-Augmented Multi-Agent Framework for Psychiatry Diagnosis | Jun 4, 2025 | DiagnosticRetrieval | CodeCode Available | 0 |
| Investigating Quantum Feature Maps in Quantum Support Vector Machines for Lung Cancer Classification | Jun 3, 2025 | Cancer ClassificationDiagnostic | —Unverified | 0 |
| Multi-modal brain MRI synthesis based on SwinUNETR | Jun 3, 2025 | DiagnosticMedical Image Analysis | —Unverified | 0 |
| A Smart Multimodal Healthcare Copilot with Powerful LLM Reasoning | Jun 3, 2025 | Decision MakingDiagnostic | CodeCode Available | 3 |
| Adaptive Differential Denoising for Respiratory Sounds Classification | Jun 3, 2025 | Audio ClassificationClassification | CodeCode Available | 1 |
| Beyond Pixel Agreement: Large Language Models as Clinical Guardrails for Reliable Medical Image Segmentation | Jun 2, 2025 | DiagnosticImage Segmentation | —Unverified | 0 |
| Benchmarking Neural Speech Codec Intelligibility with SITool | Jun 2, 2025 | BenchmarkingDiagnostic | —Unverified | 0 |
| Evaluating the Effectiveness of Pre-Trained Audio Embeddings for Classification of Parkinson's Disease Speech Data | Jun 2, 2025 | Diagnostic | —Unverified | 0 |
| Large Language Models for EEG: A Comprehensive Survey and Taxonomy | Jun 2, 2025 | DiagnosticEEG | —Unverified | 0 |
| LD-RPMNet: Near-Sensor Diagnosis for Railway Point Machines | Jun 1, 2025 | Computational EfficiencyDiagnostic | —Unverified | 0 |
| ABCDEFGH: An Adaptation-Based Convolutional Neural Network-CycleGAN Disease-Courses Evolution Framework Using Generative Models in Health Education | May 31, 2025 | Diagnostic | CodeCode Available | 0 |
| MMedAgent-RL: Optimizing Multi-Agent Collaboration for Multimodal Medical Reasoning | May 31, 2025 | DiagnosticReinforcement Learning (RL) | —Unverified | 0 |
| Multi-Analyte, Swab-based Automated Wound Monitor with AI | May 30, 2025 | Diagnostic | —Unverified | 0 |
| DrVD-Bench: Do Vision-Language Models Reason Like Human Doctors in Medical Image Diagnosis? | May 30, 2025 | DiagnosticMedical Image Analysis | CodeCode Available | 1 |
| Lightweight Relational Embedding in Task-Interpolated Few-Shot Networks for Enhanced Gastrointestinal Disease Classification | May 30, 2025 | DiagnosticFew-Shot Learning | —Unverified | 0 |
| CSVQA: A Chinese Multimodal Benchmark for Evaluating STEM Reasoning Capabilities of VLMs | May 30, 2025 | DiagnosticImage Comprehension | —Unverified | 0 |
| Reasoning Can Hurt the Inductive Abilities of Large Language Models | May 30, 2025 | Diagnostic | —Unverified | 0 |
| Searching Clinical Data Using Generative AI | May 30, 2025 | Diagnostic | —Unverified | 0 |
| FABLE: A Novel Data-Flow Analysis Benchmark on Procedural Text for Large Language Model Evaluation | May 30, 2025 | DiagnosticLanguage Model Evaluation | CodeCode Available | 0 |
| LLaMA-XR: A Novel Framework for Radiology Report Generation using LLaMA and QLoRA Fine Tuning | May 29, 2025 | Computational EfficiencyDiagnostic | —Unverified | 0 |
| SafeCOMM: What about Safety Alignment in Fine-Tuned Telecom Large Language Models? | May 29, 2025 | DiagnosticRed Teaming | —Unverified | 0 |
| Comparative analysis of privacy-preserving open-source LLMs regarding extraction of diagnostic information from clinical CMR imaging reports | May 29, 2025 | DescriptiveDiagnostic | —Unverified | 0 |
| Infi-Med: Low-Resource Medical MLLMs with Robust Reasoning Evaluation | May 29, 2025 | DiagnosticMultimodal Reasoning | —Unverified | 0 |
| Multi-output Classification using a Cross-talk Architecture for Compound Fault Diagnosis of Motors in Partially Labeled Condition | May 29, 2025 | DiagnosticDomain Adaptation | —Unverified | 0 |
| TCM-Ladder: A Benchmark for Multimodal Question Answering on Traditional Chinese Medicine | May 29, 2025 | DiagnosticMultiple-choice | —Unverified | 0 |
| A Comprehensive Evaluation of Multi-Modal Large Language Models for Endoscopy Analysis | May 29, 2025 | DiagnosticVisual Prompting | —Unverified | 0 |
| Impromptu VLA: Open Weights and Open Data for Driving Vision-Language-Action Models | May 29, 2025 | Autonomous DrivingDiagnostic | CodeCode Available | 3 |
| How does Transformer Learn Implicit Reasoning? | May 29, 2025 | ClusteringDiagnostic | CodeCode Available | 1 |
| DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification | May 29, 2025 | DiagnosticMulti-Task Learning | CodeCode Available | 0 |
| Comparative assessment of fairness definitions and bias mitigation strategies in machine learning-based diagnosis of Alzheimer's disease from MR images | May 29, 2025 | DiagnosticFairness | —Unverified | 0 |
| Can Large Language Models Challenge CNNs in Medical Image Analysis? | May 29, 2025 | DiagnosticMedical Image Analysis | —Unverified | 0 |
| Interpreting Chest X-rays Like a Radiologist: A Benchmark with Clinical Reasoning | May 29, 2025 | DiagnosticQuestion Answering | CodeCode Available | 1 |
| Patient Domain Supervised Contrastive Learning for Lung Sound Classification Using Mobile Phone | May 29, 2025 | Contrastive LearningDiagnostic | —Unverified | 0 |
| Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis | May 29, 2025 | DenoisingDiagnostic | CodeCode Available | 0 |
| Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge | May 28, 2025 | Depression DetectionDiagnostic | CodeCode Available | 1 |
| Advancing Hearing Assessment: An ASR-Based Frequency-Specific Speech Test for Diagnosing Presbycusis | May 28, 2025 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Subspecialty-Specific Foundation Model for Intelligent Gastrointestinal Pathology | May 28, 2025 | DiagnosticPrognosis | —Unverified | 0 |
| Right Side Up? Disentangling Orientation Understanding in MLLMs with Fine-grained Multi-axis Perception Tasks | May 27, 2025 | 3D Scene ReconstructionDiagnostic | —Unverified | 0 |
| Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making | May 27, 2025 | Decision MakingDiagnostic | —Unverified | 0 |
| Multi-VQC: A Novel QML Approach for Enhancing Healthcare Classification | May 27, 2025 | Diagnostic | —Unverified | 0 |
| Prostate Cancer Screening with Artificial Intelligence-Enhanced Micro-Ultrasound: A Comparative Study with Traditional Methods | May 27, 2025 | DiagnosticSensitivity | —Unverified | 0 |
| The Role of AI in Early Detection of Life-Threatening Diseases: A Retinal Imaging Perspective | May 27, 2025 | DiagnosticSensitivity | —Unverified | 0 |
| Quantum Machine Learning in Healthcare: Evaluating QNN and QSVM Models | May 27, 2025 | DiagnosticQuantum Machine Learning | —Unverified | 0 |
| Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 | May 27, 2025 | DiagnosticFederated Learning | —Unverified | 0 |