| The iToBoS dataset: skin region images extracted from 3D total body photographs for lesion detection | Jan 30, 2025 | BenchmarkingDiagnostic | CodeCode Available | 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 |
| Dialogue is Better Than Monologue: Instructing Medical LLMs via Strategical Conversations | 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 |
| Glioma Multimodal MRI Analysis System for Tumor Layered Diagnosis via Multi-task Semi-supervised Learning | Jan 29, 2025 | Contrastive LearningDiagnostic | —Unverified | 0 |
| LLM Assistance for Pediatric Depression | Jan 29, 2025 | Diagnostic | —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 |
| Polyp-Gen: Realistic and Diverse Polyp Image Generation for Endoscopic Dataset Expansion | Jan 28, 2025 | DiagnosticImage Generation | CodeCode Available | 1 |
| Molecular-driven Foundation Model for Oncologic Pathology | Jan 28, 2025 | BenchmarkingDiagnostic | CodeCode Available | 4 |
| Automatic Feedback Generation for Short Answer Questions using Answer Diagnostic Graphs | Jan 27, 2025 | DiagnosticReading Comprehension | —Unverified | 0 |
| Brain-Adapter: Enhancing Neurological Disorder Analysis with Adapter-Tuning Multimodal Large Language Models | Jan 27, 2025 | Diagnostic | —Unverified | 0 |
| A deep architecture based on attention mechanisms for effective end-to-end detection of early and mature malaria parasites in a realistic scenario | Jan 26, 2025 | DiagnosticMalaria Falciparum Detection | CodeCode Available | 0 |
| I-trustworthy Models. A framework for trustworthiness evaluation of probabilistic classifiers | Jan 26, 2025 | Diagnostic | CodeCode Available | 0 |
| AI in Oncology: Transforming Cancer Detection through Machine Learning and Deep Learning Applications | Jan 26, 2025 | Diagnostic | —Unverified | 0 |
| Fusion of Millimeter-wave Radar and Pulse Oximeter Data for Low-burden Diagnosis of Obstructive Sleep Apnea-Hypopnea Syndrome | Jan 25, 2025 | DiagnosticSleep Staging | —Unverified | 0 |
| Breaking the Stigma! Unobtrusively Probe Symptoms in Depression Disorder Diagnosis Dialogue | Jan 25, 2025 | Diagnostic | —Unverified | 0 |
| Review and Recommendations for using Artificial Intelligence in Intracoronary Optical Coherence Tomography Analysis | Jan 24, 2025 | Diagnostic | —Unverified | 0 |
| Prompt-Based Cost-Effective Evaluation and Operation of ChatGPT as a Computer Programming Teaching Assistant | Jan 24, 2025 | DiagnosticIn-Context Learning | —Unverified | 0 |
| Hybrid Interpretable Deep Learning Framework for Skin Cancer Diagnosis: Integrating Radial Basis Function Networks with Explainable AI | Jan 24, 2025 | Active LearningDiagnostic | —Unverified | 0 |
| Sparse Mixture-of-Experts for Non-Uniform Noise Reduction in MRI Images | Jan 24, 2025 | DenoisingDiagnostic | —Unverified | 0 |
| ECTIL: Label-efficient Computational Tumour Infiltrating Lymphocyte (TIL) assessment in breast cancer: Multicentre validation in 2,340 patients with breast cancer | Jan 24, 2025 | Diagnosticwhole slide images | CodeCode Available | 0 |
| Deep Learning-Powered Classification of Thoracic Diseases in Chest X-Rays | Jan 24, 2025 | Decision MakingDiagnostic | —Unverified | 0 |
| Approach to Designing CV Systems for Medical Applications: Data, Architecture and AI | Jan 24, 2025 | Decision MakingDiagnostic | —Unverified | 0 |
| Distinguishing Parkinson's Patients Using Voice-Based Feature Extraction and Classification | Jan 24, 2025 | ClassificationDiagnostic | —Unverified | 0 |
| Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs | Jan 23, 2025 | DiagnosticFew-Shot Learning | —Unverified | 0 |
| Skin Disease Detection and Classification of Actinic Keratosis and Psoriasis Utilizing Deep Transfer Learning | Jan 23, 2025 | Data AugmentationDiagnostic | —Unverified | 0 |
| A Cognitive Paradigm Approach to Probe the Perception-Reasoning Interface in VLMs | Jan 23, 2025 | DescriptiveDiagnostic | —Unverified | 0 |
| Computational modelling of biological systems now and then: revisiting tools and visions from the beginning of the century | Jan 22, 2025 | DiagnosticUncertainty Quantification | —Unverified | 0 |
| A Novel Tracking Framework for Devices in X-ray Leveraging Supplementary Cue-Driven Self-Supervised Features | Jan 22, 2025 | DiagnosticSelf-Supervised Learning | —Unverified | 0 |
| A Selective Homomorphic Encryption Approach for Faster Privacy-Preserving Federated Learning | Jan 22, 2025 | Computational EfficiencyDiagnostic | —Unverified | 0 |
| Efficient Lung Ultrasound Severity Scoring Using Dedicated Feature Extractor | Jan 21, 2025 | DiagnosticKnowledge Distillation | CodeCode Available | 0 |
| Multi-stage intermediate fusion for multimodal learning to classify non-small cell lung cancer subtypes from CT and PET | Jan 21, 2025 | Diagnostic | —Unverified | 0 |
| Vision-Language Models for Automated Chest X-ray Interpretation: Leveraging ViT and GPT-2 | Jan 21, 2025 | Diagnostic | —Unverified | 0 |
| Scalable Whole Slide Image Representation Using K-Mean Clustering and Fisher Vector Aggregation | Jan 21, 2025 | ClusteringDiagnostic | —Unverified | 0 |
| EVolutionary Independent DEtermiNistiC Explanation | Jan 20, 2025 | DiagnosticExplainable artificial intelligence | —Unverified | 0 |
| Transfer Learning Strategies for Pathological Foundation Models: A Systematic Evaluation in Brain Tumor Classification | Jan 19, 2025 | Brain Tumor ClassificationDiagnostic | —Unverified | 0 |
| An analysis of the combination of feature selection and machine learning methods for an accurate and timely detection of lung cancer | Jan 19, 2025 | Diagnosticfeature selection | —Unverified | 0 |
| Enhancing Diagnostic in 3D COVID-19 Pneumonia CT-scans through Explainable Uncertainty Bayesian Quantification | Jan 18, 2025 | Decision MakingDiagnostic | —Unverified | 0 |
| MedFILIP: Medical Fine-grained Language-Image Pre-training | Jan 18, 2025 | Contrastive LearningDiagnostic | CodeCode Available | 1 |
| ACCEPT: Diagnostic Forecasting of Battery Degradation Through Contrastive Learning | Jan 17, 2025 | Contrastive LearningDiagnostic | —Unverified | 0 |
| FECT: Classification of Breast Cancer Pathological Images Based on Fusion Features | Jan 17, 2025 | ClassificationDiagnostic | —Unverified | 0 |
| MechIR: A Mechanistic Interpretability Framework for Information Retrieval | Jan 17, 2025 | DiagnosticInformation Retrieval | CodeCode Available | 1 |
| Multiplex Nodal Modularity: A novel network metric for the regional analysis of amnestic mild cognitive impairment during a working memory binding task | Jan 16, 2025 | Diagnostic | CodeCode Available | 0 |
| Detection of Vascular Leukoencephalopathy in CT Images | Jan 16, 2025 | Decision MakingDiagnostic | —Unverified | 0 |
| Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators | Jan 16, 2025 | DiagnosticSequential Decision Making | CodeCode Available | 0 |
| Estimating Task-based Performance Bounds for Accelerated MRI Image Reconstruction Methods by Use of Learned-Ideal Observers | Jan 16, 2025 | DiagnosticImage Reconstruction | —Unverified | 0 |
| Multimodal Marvels of Deep Learning in Medical Diagnosis: A Comprehensive Review of COVID-19 Detection | Jan 16, 2025 | Deep LearningDiagnostic | CodeCode Available | 0 |
| A Vessel Bifurcation Landmark Pair Dataset for Abdominal CT Deformable Image Registration (DIR) Validation | Jan 15, 2025 | DiagnosticImage Registration | CodeCode Available | 0 |