| Deep-learning-based identification of individual motion characteristics from upper-limb trajectories towards disorder stage evaluation | Dec 16, 2024 | DiagnosticTime Series | —Unverified | 0 |
| LLMs Can Simulate Standardized Patients via Agent Coevolution | Dec 16, 2024 | DiagnosticLanguage Modeling | CodeCode Available | 1 |
| Fast-staged CNN Model for Accurate pulmonary diseases and Lung cancer detection | Dec 16, 2024 | DiagnosticSpecificity | —Unverified | 0 |
| The Impact of AI Assistance on Radiology Reporting: A Pilot Study Using Simulated AI Draft Reports | Dec 16, 2024 | Diagnostic | —Unverified | 0 |
| Coupling-based Convergence Diagnostic and Stepsize Scheme for Stochastic Gradient Descent | Dec 15, 2024 | Diagnostic | CodeCode Available | 0 |
| HC-LLM: Historical-Constrained Large Language Models for Radiology Report Generation | Dec 15, 2024 | DiagnosticIn-Context Learning | CodeCode Available | 1 |
| Unpaired Multi-Domain Histopathology Virtual Staining using Dual Path Prompted Inversion | Dec 15, 2024 | DiagnosticDisentanglement | CodeCode Available | 1 |
| Superhuman performance of a large language model on the reasoning tasks of a physician | Dec 14, 2024 | DiagnosticLanguage Modeling | —Unverified | 0 |
| Deep Learning-Based Noninvasive Screening of Type 2 Diabetes with Chest X-ray Images and Electronic Health Records | Dec 14, 2024 | DiagnosticFeature Engineering | CodeCode Available | 0 |
| A Cascaded Dilated Convolution Approach for Mpox Lesion Classification | Dec 13, 2024 | Computational EfficiencyDiagnostic | CodeCode Available | 0 |
| A Novel Ensemble-Based Deep Learning Model with Explainable AI for Accurate Kidney Disease Diagnosis | Dec 12, 2024 | DiagnosticTransfer Learning | —Unverified | 0 |
| Embeddings are all you need! Achieving High Performance Medical Image Classification through Training-Free Embedding Analysis | Dec 12, 2024 | AllClassification | —Unverified | 0 |
| MultiEYE: Dataset and Benchmark for OCT-Enhanced Retinal Disease Recognition from Fundus Images | Dec 12, 2024 | DiagnosticTransfer Learning | CodeCode Available | 1 |
| Efficient and Comprehensive Feature Extraction in Large Vision-Language Model for Pathology Analysis | Dec 12, 2024 | DiagnosticLanguage Modeling | —Unverified | 0 |
| Assisted morbidity coding: the SISCO.web use case for identifying the main diagnosis in Hospital Discharge Records | Dec 11, 2024 | Diagnostic | —Unverified | 0 |
| Adversarial Contrastive Domain-Generative Learning for Bacteria Raman Spectrum Joint Denoising and Cross-Domain Identification | Dec 11, 2024 | DenoisingDiagnostic | —Unverified | 0 |
| DiffRaman: A Conditional Latent Denoising Diffusion Probabilistic Model for Bacterial Raman Spectroscopy Identification Under Limited Data Conditions | Dec 11, 2024 | Computational EfficiencyDenoising | —Unverified | 0 |
| Dynamic Classification of Latent Disease Progression with Auxiliary Surrogate Labels | Dec 11, 2024 | DiagnosticDisease Prediction | —Unverified | 0 |
| Benchmarking learned algorithms for computed tomography image reconstruction tasks | Dec 11, 2024 | BenchmarkingComputed Tomography (CT) | —Unverified | 0 |
| SKIPNet: Spatial Attention Skip Connections for Enhanced Brain Tumor Classification | Dec 10, 2024 | Brain Tumor ClassificationDiagnostic | —Unverified | 0 |
| Explainable machine learning for neoplasms diagnosis via electrocardiograms: an externally validated study | Dec 10, 2024 | DiagnosticManagement | CodeCode Available | 0 |
| ECGtizer: a fully automated digitizing and signal recovery pipeline for electrocardiograms | Dec 9, 2024 | Diagnostic | CodeCode Available | 1 |
| Leveraging Audio and Text Modalities in Mental Health: A Study of LLMs Performance | Dec 9, 2024 | Diagnostic | —Unverified | 0 |
| Advancements in Machine Learning and Deep Learning for Early Detection and Management of Mental Health Disorder | Dec 9, 2024 | Data IntegrationDiagnostic | —Unverified | 0 |
| A No-Reference Medical Image Quality Assessment Method Based on Automated Distortion Recognition Technology: Application to Preprocessing in MRI-guided Radiotherapy | Dec 9, 2024 | DiagnosticImage Quality Assessment | —Unverified | 0 |
| Toward Non-Invasive Diagnosis of Bankart Lesions with Deep Learning | Dec 9, 2024 | Deep LearningDiagnostic | CodeCode Available | 0 |
| Thermal Image-based Fault Diagnosis in Induction Machines via Self-Organized Operational Neural Networks | Dec 8, 2024 | BenchmarkingDiagnostic | —Unverified | 0 |
| Unsupervised Multi-Parameter Inverse Solving for Reducing Ring Artifacts in 3D X-Ray CBCT | Dec 8, 2024 | Diagnostic | —Unverified | 0 |
| The Illusion-Illusion: Vision Language Models See Illusions Where There are None | Dec 7, 2024 | DiagnosticPhilosophy | —Unverified | 0 |
| Electrocardiogram (ECG) Based Cardiac Arrhythmia Detection and Classification using Machine Learning Algorithms | Dec 7, 2024 | Arrhythmia DetectionBinary Classification | —Unverified | 0 |
| Enhancing LLMs for Impression Generation in Radiology Reports through a Multi-Agent System | Dec 6, 2024 | DiagnosticLanguage Modeling | —Unverified | 0 |
| Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks | Dec 6, 2024 | DiagnosticManagement | —Unverified | 0 |
| Reconstructing Quantitative Cerebral Perfusion Images Directly From Measured Sinogram Data Acquired Using C-arm Cone-Beam CT | Dec 6, 2024 | DiagnosticImage Reconstruction | —Unverified | 0 |
| Fair Diagnosis: Leveraging Causal Modeling to Mitigate Medical Bias | Dec 6, 2024 | DiagnosticFairness | —Unverified | 0 |
| AI-Driven Non-Invasive Detection and Staging of Steatosis in Fatty Liver Disease Using a Novel Cascade Model and Information Fusion Techniques | Dec 6, 2024 | DiagnosticEnsemble Learning | —Unverified | 0 |
| Motion-Guided Deep Image Prior for Cardiac MRI | Dec 5, 2024 | Diagnostic | —Unverified | 0 |
| Automated Multi-Label Annotation for Mental Health Illnesses Using Large Language Models | Dec 5, 2024 | Diagnostic | —Unverified | 0 |
| Semantic Consistency-Based Uncertainty Quantification for Factuality in Radiology Report Generation | Dec 5, 2024 | DiagnosticSentence | CodeCode Available | 0 |
| Privacy-Preserving in Medical Image Analysis: A Review of Methods and Applications | Dec 5, 2024 | DiagnosticFederated Learning | —Unverified | 0 |
| Dual-Branch Subpixel-Guided Network for Hyperspectral Image Classification | Dec 5, 2024 | ClassificationDiagnostic | CodeCode Available | 1 |
| Adult Glioma Segmentation in Sub-Saharan Africa using Transfer Learning on Stratified Finetuning Data | Dec 5, 2024 | Brain Tumor SegmentationData Integration | —Unverified | 0 |
| Unveiling the Role of Artificial Intelligence and Stock Market Growth in Achieving Carbon Neutrality in the United States: An ARDL Model Analysis | Dec 4, 2024 | Diagnostic | —Unverified | 0 |
| Assessing the performance of CT image denoisers using Laguerre-Gauss Channelized Hotelling Observer for lesion detection | Dec 4, 2024 | Deep LearningDenoising | —Unverified | 0 |
| ASIGN: An Anatomy-aware Spatial Imputation Graphic Network for 3D Spatial Transcriptomics | Dec 4, 2024 | AnatomyDiagnostic | CodeCode Available | 1 |
| DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining | Dec 4, 2024 | DiagnosticSpecificity | —Unverified | 0 |
| Electrocardiogram-based diagnosis of liver diseases: an externally validated and explainable machine learning approach | Dec 4, 2024 | Binary ClassificationDiagnostic | CodeCode Available | 0 |
| Hierarchical feature extraction on functional brain networks for autism spectrum disorder identification with resting-state fMRI data | Dec 3, 2024 | Diagnostic | CodeCode Available | 0 |
| An ADHD Diagnostic Interface Based on EEG Spectrograms and Deep Learning Techniques | Dec 3, 2024 | DiagnosticEEG | —Unverified | 0 |
| WSI-LLaVA: A Multimodal Large Language Model for Whole Slide Image | Dec 3, 2024 | DiagnosticLanguage Modeling | —Unverified | 0 |
| Step-by-Step Guidance to Differential Anemia Diagnosis with Real-World Data and Deep Reinforcement Learning | Dec 3, 2024 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |