| From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine | Feb 13, 2025 | DiagnosticDrug Discovery | —Unverified | 0 |
| DynSegNet:Dynamic Architecture Adjustment for Adversarial Learning in Segmenting Hemorrhagic Lesions from Fundus Images | Feb 13, 2025 | DecoderDiagnostic | —Unverified | 0 |
| A Physics-Informed Deep Learning Model for MRI Brain Motion Correction | Feb 13, 2025 | DiagnosticMotion Detection | CodeCode Available | 0 |
| Integrated Data Analysis of Plasma Electron Density Profile Tomography for HL-3 with Gaussian Process Regression | Feb 13, 2025 | DiagnosticGPR | —Unverified | 0 |
| Semantic Learning for Molecular Communication in Internet of Bio-Nano Things | Feb 12, 2025 | DecoderDiagnostic | —Unverified | 0 |
| An Advanced NLP Framework for Automated Medical Diagnosis with DeBERTa and Dynamic Contextual Positional Gating | Feb 11, 2025 | ClassificationData Augmentation | —Unverified | 0 |
| Ask Patients with Patience: Enabling LLMs for Human-Centric Medical Dialogue with Grounded Reasoning | Feb 11, 2025 | Diagnostic | CodeCode Available | 0 |
| Design of an Automated Ethanol Vapor Generating System for Alcohol Use Disorder(AUD) Animal Studies | Feb 11, 2025 | Diagnostic | —Unverified | 0 |
| Can ChatGPT Diagnose Alzheimer's Disease? | Feb 10, 2025 | Diagnostic | —Unverified | 0 |
| Protecting Intellectual Property of EEG-based Neural Networks with Watermarking | Feb 9, 2025 | DiagnosticEEG | CodeCode Available | 0 |
| A Generative Framework for Bidirectional Image-Report Understanding in Chest Radiography | Feb 9, 2025 | DiagnosticMultimodal Reasoning | —Unverified | 0 |
| Aero-engines Anomaly Detection using an Unsupervised Fisher Autoencoder | Feb 8, 2025 | Anomaly DetectionDiagnostic | —Unverified | 0 |
| 4D VQ-GAN: Synthesising Medical Scans at Any Time Point for Personalised Disease Progression Modelling of Idiopathic Pulmonary Fibrosis | Feb 8, 2025 | Computed Tomography (CT)Diagnostic | —Unverified | 0 |
| Multi-Site rs-fMRI Domain Alignment for Autism Spectrum Disorder Auxiliary Diagnosis Based on Hyperbolic Space | Feb 8, 2025 | DiagnosticDomain Adaptation | —Unverified | 0 |
| Self-Supervised Learning for Pre-training Capsule Networks: Overcoming Medical Imaging Dataset Challenges | Feb 7, 2025 | Contrastive LearningDiagnostic | —Unverified | 0 |
| MedMimic: Physician-Inspired Multimodal Fusion for Early Diagnosis of Fever of Unknown Origin | Feb 7, 2025 | ClassificationDiagnostic | —Unverified | 0 |
| Expanding Training Data for Endoscopic Phenotyping of Eosinophilic Esophagitis | Feb 6, 2025 | Diagnosticimage-classification | —Unverified | 0 |
| Integrating Generative Artificial Intelligence in ADRD: A Framework for Streamlining Diagnosis and Care in Neurodegenerative Diseases | Feb 6, 2025 | Clinical KnowledgeDiagnostic | —Unverified | 0 |
| Primary Care Diagnoses as a Reliable Predictor for Orthopedic Surgical Interventions | Feb 6, 2025 | DiagnosticDimensionality Reduction | —Unverified | 0 |
| A Retrospective Systematic Study on Hierarchical Sparse Query Transformer-assisted Ultrasound Screening for Early Hepatocellular Carcinoma | Feb 6, 2025 | ClassificationDiagnostic | CodeCode Available | 0 |
| Long-tailed Medical Diagnosis with Relation-aware Representation Learning and Iterative Classifier Calibration | Feb 5, 2025 | Classifier calibrationDiagnostic | CodeCode Available | 0 |
| JingFang: A Traditional Chinese Medicine Large Language Model of Expert-Level Medical Diagnosis and Syndrome Differentiation-Based Treatment | Feb 4, 2025 | DiagnosticLanguage Modeling | —Unverified | 0 |
| CoRPA: Adversarial Image Generation for Chest X-rays Using Concept Vector Perturbations and Generative Models | Feb 4, 2025 | Adversarial AttackDiagnostic | —Unverified | 0 |
| Test Time Training for 4D Medical Image Interpolation | Feb 4, 2025 | DiagnosticDomain Adaptation | CodeCode Available | 0 |
| Concept-Aware Latent and Explicit Knowledge Integration for Enhanced Cognitive Diagnosis | Feb 4, 2025 | cognitive diagnosisDiagnostic | —Unverified | 0 |
| Exploring the Feasibility of AI-Assisted Spine MRI Protocol Optimization Using DICOM Image Metadata | Feb 4, 2025 | AttributeBinary Classification | —Unverified | 0 |
| Layer Separation: Adjustable Joint Space Width Images Synthesis in Conventional Radiography | Feb 4, 2025 | DiagnosticImage Generation | —Unverified | 0 |
| scBIT: Integrating Single-cell Transcriptomic Data into fMRI-based Prediction for Alzheimer's Disease Diagnosis | Feb 4, 2025 | Binary ClassificationDiagnostic | CodeCode Available | 0 |
| VisTA: Vision-Text Alignment Model with Contrastive Learning using Multimodal Data for Evidence-Driven, Reliable, and Explainable Alzheimer's Disease Diagnosis | Feb 3, 2025 | Contrastive LearningDiagnostic | —Unverified | 0 |
| Assessing the use of Diffusion models for motion artifact correction in brain MRI | Feb 3, 2025 | DiagnosticHallucination | —Unverified | 0 |
| Deep learning model for ECG reconstruction reveals the information content of ECG leads | Feb 1, 2025 | Diagnostic | —Unverified | 0 |
| A Study on the Performance of U-Net Modifications in Retroperitoneal Tumor Segmentation | Feb 1, 2025 | DiagnosticMamba | CodeCode Available | 0 |
| Pathological MRI Segmentation by Synthetic Pathological Data Generation in Fetuses and Neonates | Jan 31, 2025 | Data AugmentationDiagnostic | —Unverified | 0 |
| Augmented Intelligence for Multimodal Virtual Biopsy in Breast Cancer Using Generative Artificial Intelligence | Jan 31, 2025 | Diagnostic | —Unverified | 0 |
| Transformation trees -- documentation of multimodal image registration | Jan 31, 2025 | DiagnosticImage Registration | —Unverified | 0 |
| A machine learning approach for Premature Coronary Artery Disease Diagnosis according to Different Ethnicities in Iran | Jan 31, 2025 | Diagnostic | —Unverified | 0 |
| Fairness Analysis of CLIP-Based Foundation Models for X-Ray Image Classification | Jan 31, 2025 | DiagnosticFairness | —Unverified | 0 |
| The iToBoS dataset: skin region images extracted from 3D total body photographs for lesion detection | Jan 30, 2025 | BenchmarkingDiagnostic | CodeCode Available | 0 |
| Machine Learning Strategies for Parkinson Tremor Classification Using Wearable Sensor Data | Jan 30, 2025 | Diagnosticfeature selection | —Unverified | 0 |
| A Learnable Multi-views Contrastive Framework with Reconstruction Discrepancy for Medical Time-Series | Jan 30, 2025 | Contrastive LearningDiagnostic | —Unverified | 0 |
| An Exceptional Dataset For Rare Pancreatic Tumor Segmentation | Jan 29, 2025 | DiagnosticTumor Segmentation | —Unverified | 0 |
| Glioma Multimodal MRI Analysis System for Tumor Layered Diagnosis via Multi-task Semi-supervised Learning | Jan 29, 2025 | Contrastive LearningDiagnostic | —Unverified | 0 |
| Dialogue is Better Than Monologue: Instructing Medical LLMs via Strategical Conversations | Jan 29, 2025 | Diagnostic | —Unverified | 0 |
| LLM Assistance for Pediatric Depression | Jan 29, 2025 | Diagnostic | —Unverified | 0 |
| Trustworthy image-to-image translation: evaluating uncertainty calibration in unpaired training scenarios | Jan 29, 2025 | Data AugmentationDiagnostic | —Unverified | 0 |
| ViT-2SPN: Vision Transformer-based Dual-Stream Self-Supervised Pretraining Networks for Retinal OCT Classification | Jan 28, 2025 | Data AugmentationDiagnostic | CodeCode Available | 0 |
| Fine-Tuning Open-Source Large Language Models to Improve Their Performance on Radiation Oncology Tasks: A Feasibility Study to Investigate Their Potential Clinical Applications in Radiation Oncology | Jan 28, 2025 | DiagnosticTask 2 | —Unverified | 0 |
| Brain-Adapter: Enhancing Neurological Disorder Analysis with Adapter-Tuning Multimodal Large Language Models | Jan 27, 2025 | Diagnostic | —Unverified | 0 |
| Automatic Feedback Generation for Short Answer Questions using Answer Diagnostic Graphs | Jan 27, 2025 | DiagnosticReading Comprehension | —Unverified | 0 |
| I-trustworthy Models. A framework for trustworthiness evaluation of probabilistic classifiers | Jan 26, 2025 | Diagnostic | CodeCode Available | 0 |