| NoteContrast: Contrastive Language-Diagnostic Pretraining for Medical Text | Dec 16, 2024 | DiagnosticMedical Diagnosis | CodeCode Available | 0 |
| 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 |
| LLMs Can Simulate Standardized Patients via Agent Coevolution | Dec 16, 2024 | DiagnosticLanguage Modeling | CodeCode Available | 1 |
| 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 |
| 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 |
| Embeddings are all you need! Achieving High Performance Medical Image Classification through Training-Free Embedding Analysis | Dec 12, 2024 | AllClassification | —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 |
| Benchmarking learned algorithms for computed tomography image reconstruction tasks | Dec 11, 2024 | BenchmarkingComputed Tomography (CT) | —Unverified | 0 |
| Dynamic Classification of Latent Disease Progression with Auxiliary Surrogate Labels | Dec 11, 2024 | DiagnosticDisease Prediction | —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 |
| Explainable machine learning for neoplasms diagnosis via electrocardiograms: an externally validated study | Dec 10, 2024 | DiagnosticManagement | CodeCode Available | 0 |
| SKIPNet: Spatial Attention Skip Connections for Enhanced Brain Tumor Classification | Dec 10, 2024 | Brain Tumor ClassificationDiagnostic | —Unverified | 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 |