| A Survey on Large Language Models from General Purpose to Medical Applications: Datasets, Methodologies, and Evaluations | Jun 14, 2024 | DiagnosticSurvey | CodeCode Available | 0 |
| CliBench: A Multifaceted and Multigranular Evaluation of Large Language Models for Clinical Decision Making | Jun 14, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| On the Robustness of Global Feature Effect Explanations | Jun 13, 2024 | Diagnosticscientific discovery | CodeCode Available | 0 |
| The impact of deep learning aid on the workload and interpretation accuracy of radiologists on chest computed tomography: a cross-over reader study | Jun 12, 2024 | Computed Tomography (CT)Diagnostic | —Unverified | 0 |
| GRU-Net: Gaussian Attention Aided Dense Skip Connection Based MultiResUNet for Breast Histopathology Image Segmentation | Jun 12, 2024 | DecoderDiagnostic | CodeCode Available | 0 |
| Triage of 3D pathology data via 2.5D multiple-instance learning to guide pathologist assessments | Jun 11, 2024 | DiagnosticMultiple Instance Learning | CodeCode Available | 0 |
| DERM12345: A Large, Multisource Dermatoscopic Skin Lesion Dataset with 38 Subclasses | Jun 11, 2024 | Diagnostic | —Unverified | 0 |
| Generalizing to Unseen Domains in Diabetic Retinopathy with Disentangled Representations | Jun 10, 2024 | Diagnostic | CodeCode Available | 0 |
| A WT-ResNet based fault diagnosis model for the urban rail train transmission system | Jun 10, 2024 | DiagnosticFault Diagnosis | —Unverified | 0 |
| Explainable AI for Mental Disorder Detection via Social Media: A survey and outlook | Jun 10, 2024 | DiagnosticExperimental Design | —Unverified | 0 |
| Overcoming Limitations in Artificial Intelligence-based Prostate Cancer Detection through Better Datasets and a Bayesian Approach to Aggregate Panel Predictions | Jun 10, 2024 | Diagnosticwhole slide images | —Unverified | 0 |
| Methodology and Real-World Applications of Dynamic Uncertain Causality Graph for Clinical Diagnosis with Explainability and Invariance | Jun 9, 2024 | Diagnostic | —Unverified | 0 |
| LLM Questionnaire Completion for Automatic Psychiatric Assessment | Jun 9, 2024 | DiagnosticLanguage Modeling | —Unverified | 0 |
| Rapid Review of Generative AI in Smart Medical Applications | Jun 8, 2024 | DiagnosticImage Generation | —Unverified | 0 |
| Aligning Human Knowledge with Visual Concepts Towards Explainable Medical Image Classification | Jun 8, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| Advancing Histopathology-Based Breast Cancer Diagnosis: Insights into Multi-Modality and Explainability | Jun 7, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| Transforming Dental Diagnostics with Artificial Intelligence: Advanced Integration of ChatGPT and Large Language Models for Patient Care | Jun 7, 2024 | Diagnostic | —Unverified | 0 |
| Adaptive Sampling of k-Space in Magnetic Resonance for Rapid Pathology Prediction | Jun 6, 2024 | AnatomyDiagnostic | —Unverified | 0 |
| A Hybrid Deep Learning Classification of Perimetric Glaucoma Using Peripapillary Nerve Fiber Layer Reflectance and Other OCT Parameters from Three Anatomy Regions | Jun 6, 2024 | AnatomyDeep Learning | —Unverified | 0 |
| Performance of large language models in numerical vs. semantic medical knowledge: Benchmarking on evidence-based Q&As | Jun 6, 2024 | ArticlesBenchmarking | —Unverified | 0 |
| Chronic Obstructive Pulmonary Disease Severity Classification using lung sound | Jun 6, 2024 | ClassificationDiagnostic | CodeCode Available | 0 |
| ActionReasoningBench: Reasoning about Actions with and without Ramification Constraints | Jun 6, 2024 | DiagnosticHallucination | —Unverified | 0 |
| Knowledge-Infused Legal Wisdom: Navigating LLM Consultation through the Lens of Diagnostics and Positive-Unlabeled Reinforcement Learning | Jun 5, 2024 | DiagnosticLanguage Modeling | —Unverified | 0 |
| Speech-based Clinical Depression Screening: An Empirical Study | Jun 5, 2024 | ChatbotDiagnostic | —Unverified | 0 |
| Domain Game: Disentangle Anatomical Feature for Single Domain Generalized Segmentation | Jun 4, 2024 | Brain Tumor SegmentationDiagnostic | —Unverified | 0 |
| Diagnostic Digital Twin for Anomaly Detection in Floating Offshore Wind Energy | Jun 4, 2024 | Anomaly DetectionDiagnostic | —Unverified | 0 |
| Insect Diversity Estimation in Polarimetric Lidar | Jun 3, 2024 | DiagnosticDiversity | —Unverified | 0 |
| Detection of Acetone as a Gas Biomarker for Diabetes Based on Gas Sensor Technology | Jun 3, 2024 | Diagnostic | —Unverified | 0 |
| A Diagnostic Model for Acute Lymphoblastic Leukemia Using Metaheuristics and Deep Learning Methods | Jun 2, 2024 | DiagnosticTransfer Learning | —Unverified | 0 |
| Lightening Anything in Medical Images | Jun 1, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| WebSuite: Systematically Evaluating Why Web Agents Fail | Jun 1, 2024 | BenchmarkingDiagnostic | CodeCode Available | 0 |
| Generative Adversarial Networks in Ultrasound Imaging: Extending Field of View Beyond Conventional Limits | May 31, 2024 | Diagnostic | —Unverified | 0 |
| Augmentation-based Unsupervised Cross-Domain Functional MRI Adaptation for Major Depressive Disorder Identification | May 31, 2024 | Data AugmentationDiagnostic | —Unverified | 0 |
| Federated Random Forest for Partially Overlapping Clinical Data | May 31, 2024 | Diagnostic | —Unverified | 0 |
| Focal Loss Analysis of Peripapillary Nerve Fiber Layer Reflectance for Glaucoma Diagnosis | May 31, 2024 | DiagnosticSpecificity | —Unverified | 0 |
| Reliability for Nerve Fiber Layer Reflectance Using Spectral Domain Optical Coherence Tomography | May 31, 2024 | Diagnostic | —Unverified | 0 |
| MSSC-BiMamba: Multimodal Sleep Stage Classification and Early Diagnosis of Sleep Disorders with Bidirectional Mamba | May 30, 2024 | DiagnosticMamba | —Unverified | 0 |
| Local nature of 0.1 Hz oscillations in microcirculation is confirmed by imaging photoplethysmography | May 29, 2024 | DiagnosticHeart Rate Variability | —Unverified | 0 |
| Dr-LLaVA: Visual Instruction Tuning with Symbolic Clinical Grounding | May 29, 2024 | Diagnostic | CodeCode Available | 0 |
| Sparsity- and Hybridity-Inspired Visual Parameter-Efficient Fine-Tuning for Medical Diagnosis | May 28, 2024 | DiagnosticMedical Diagnosis | —Unverified | 0 |
| Adaptive Multiscale Retinal Diagnosis: A Hybrid Trio-Model Approach for Comprehensive Fundus Multi-Disease Detection Leveraging Transfer Learning and Siamese Networks | May 28, 2024 | DiagnosticTransfer Learning | —Unverified | 0 |
| Are Images Indistinguishable to Humans Also Indistinguishable to Classifiers? | May 28, 2024 | DiagnosticImage Generation | —Unverified | 0 |
| UIT-DarkCow team at ImageCLEFmedical Caption 2024: Diagnostic Captioning for Radiology Images Efficiency with Transformer Models | May 27, 2024 | DecoderDiagnostic | —Unverified | 0 |
| MVMS-RCN: A Dual-Domain Unfolding CT Reconstruction with Multi-sparse-view and Multi-scale Refinement-correction | May 27, 2024 | Computed Tomography (CT)CT Reconstruction | CodeCode Available | 0 |
| Comparative Study of Machine Learning Algorithms in Detecting Cardiovascular Diseases | May 27, 2024 | DiagnosticModel Selection | —Unverified | 0 |
| Using a Convolutional Neural Network and Explainable AI to Diagnose Dementia Based on MRI Scans | May 26, 2024 | Diagnostic | —Unverified | 0 |
| Gamified AI Approch for Early Detection of Dementia | May 26, 2024 | Diagnostic | —Unverified | 0 |
| Combining Radiomics and Machine Learning Approaches for Objective ASD Diagnosis: Verifying White Matter Associations with ASD | May 25, 2024 | Diagnostic | —Unverified | 0 |
| Modally Reduced Representation Learning of Multi-Lead ECG Signals through Simultaneous Alignment and Reconstruction | May 24, 2024 | DiagnosticRepresentation Learning | —Unverified | 0 |
| Self-Contrastive Weakly Supervised Learning Framework for Prognostic Prediction Using Whole Slide Images | May 24, 2024 | Contrastive LearningDiagnostic | CodeCode Available | 0 |