| From Biased Selective Labels to Pseudo-Labels: An Expectation-Maximization Framework for Learning from Biased Decisions | Jun 27, 2024 | Decision MakingDiagnostic | CodeCode Available | 0 |
| Foundation Models for ECG: Leveraging Hybrid Self-Supervised Learning for Advanced Cardiac Diagnostics | Jun 26, 2024 | Contrastive LearningDiagnostic | —Unverified | 0 |
| Scalable, Trustworthy Generative Model for Virtual Multi-Staining from H&E Whole Slide Images | Jun 26, 2024 | DiagnosticVirtual Staining | —Unverified | 0 |
| Assessment of Clonal Hematopoiesis of Indeterminate Potential from Cardiac Magnetic Resonance Imaging using Deep Learning in a Cardio-oncology Population | Jun 26, 2024 | Deep LearningDiagnostic | —Unverified | 0 |
| From Majority to Minority: A Diffusion-based Augmentation for Underrepresented Groups in Skin Lesion Analysis | Jun 26, 2024 | Diagnostic | CodeCode Available | 0 |
| Leveraging Pre-trained Models for FF-to-FFPE Histopathological Image Translation | Jun 26, 2024 | DiagnosticLanguage Modelling | CodeCode Available | 1 |
| WavRx: a Disease-Agnostic, Generalizable, and Privacy-Preserving Speech Health Diagnostic Model | Jun 26, 2024 | DiagnosticPrivacy Preserving | CodeCode Available | 0 |
| Automated Immunophenotyping Assessment for Diagnosing Childhood Acute Leukemia using Set-Transformers | Jun 26, 2024 | Diagnostic | —Unverified | 0 |
| LLMs for Doctors: Leveraging Medical LLMs to Assist Doctors, Not Replace Them | Jun 26, 2024 | Diagnostic | —Unverified | 0 |
| A Lung Nodule Dataset with Histopathology-based Cancer Type Annotation | Jun 26, 2024 | Computed Tomography (CT)Diagnostic | CodeCode Available | 1 |
| Concordance in basal cell carcinoma diagnosis. Building a proper ground truth to train Artificial Intelligence tools | Jun 26, 2024 | Diagnostic | —Unverified | 0 |
| Foundational Models for Pathology and Endoscopy Images: Application for Gastric Inflammation | Jun 26, 2024 | Diagnostic | —Unverified | 0 |
| Semi-supervised classification of dental conditions in panoramic radiographs using large language model and instance segmentation: A real-world dataset evaluation | Jun 25, 2024 | DiagnosticInstance Segmentation | —Unverified | 0 |
| Scalp Diagnostic System With Label-Free Segmentation and Training-Free Image Translation | Jun 25, 2024 | DiagnosticManagement | —Unverified | 0 |
| Medical Image Segmentation Using Directional Window Attention | Jun 25, 2024 | Cell SegmentationDiagnostic | CodeCode Available | 0 |
| DWARF: Disease-weighted network for attention map refinement | Jun 24, 2024 | DiagnosticMedical Image Analysis | —Unverified | 0 |
| MD tree: a model-diagnostic tree grown on loss landscape | Jun 24, 2024 | Diagnostic | CodeCode Available | 0 |
| The MRI Scanner as a Diagnostic: Image-less Active Sampling | Jun 24, 2024 | DiagnosticImage Reconstruction | —Unverified | 0 |
| RaTEScore: A Metric for Radiology Report Generation | Jun 24, 2024 | DiagnosticEntity Embeddings | CodeCode Available | 4 |
| Lesion-Aware Cross-Phase Attention Network for Renal Tumor Subtype Classification on Multi-Phase CT Scans | Jun 24, 2024 | Computed Tomography (CT)Diagnostic | —Unverified | 0 |
| The Potential and Perils of Generative Artificial Intelligence for Quality Improvement and Patient Safety | Jun 23, 2024 | Diagnostic | —Unverified | 0 |
| On Instabilities of Unsupervised Denoising Diffusion Models in Magnetic Resonance Imaging Reconstruction | Jun 23, 2024 | DenoisingDiagnostic | —Unverified | 0 |
| X-ray2CTPA: Generating 3D CTPA scans from 2D X-ray conditioning | Jun 23, 2024 | Computed Tomography (CT)Diagnostic | CodeCode Available | 1 |
| A Review of Electromagnetic Elimination Methods for low-field portable MRI scanner | Jun 22, 2024 | Deep LearningDiagnostic | —Unverified | 0 |
| SHDB-AF: a Japanese Holter ECG database of atrial fibrillation | Jun 22, 2024 | Diagnostic | —Unverified | 0 |
| Brain states analysis of EEG predicts multiple sclerosis and mirrors disease duration and burden | Jun 21, 2024 | DiagnosticEEG | —Unverified | 0 |
| PathoWAve: A Deep Learning-based Weight Averaging Method for Improving Domain Generalization in Histopathology Images | Jun 21, 2024 | Data AugmentationDecision Making | CodeCode Available | 0 |
| Skip and Skip: Segmenting Medical Images with Prompts | Jun 21, 2024 | DiagnosticLesion Segmentation | —Unverified | 0 |
| A Unified Framework for Input Feature Attribution Analysis | Jun 21, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| Accessible, At-Home Detection of Parkinson's Disease via Multi-task Video Analysis | Jun 21, 2024 | DiagnosticModel Selection | —Unverified | 0 |
| AI-based Anomaly Detection for Clinical-Grade Histopathological Diagnostics | Jun 21, 2024 | Anomaly DetectionDiagnostic | —Unverified | 0 |
| An updated overview of radiomics-based artificial intelligence (AI) methods in breast cancer screening and diagnosis | Jun 20, 2024 | DiagnosticSensitivity | —Unverified | 0 |
| Uncovering Latent Memories: Assessing Data Leakage and Memorization Patterns in Frontier AI Models | Jun 20, 2024 | DiagnosticMemorization | —Unverified | 0 |
| Similarity-aware Syncretic Latent Diffusion Model for Medical Image Translation with Representation Learning | Jun 20, 2024 | DiagnosticRepresentation Learning | —Unverified | 0 |
| medIKAL: Integrating Knowledge Graphs as Assistants of LLMs for Enhanced Clinical Diagnosis on EMRs | Jun 20, 2024 | DiagnosticKnowledge Graphs | CodeCode Available | 0 |
| CMTNet: Convolutional Meets Transformer Network for Hyperspectral Images Classification | Jun 20, 2024 | ClassificationCrop Classification | —Unverified | 0 |
| Feature Fusion Based on Mutual-Cross-Attention Mechanism for EEG Emotion Recognition | Jun 20, 2024 | DiagnosticEEG | CodeCode Available | 2 |
| Reasoning Like a Doctor: Improving Medical Dialogue Systems via Diagnostic Reasoning Process Alignment | Jun 20, 2024 | Diagnostic | CodeCode Available | 1 |
| A Data-Driven Guided Decoding Mechanism for Diagnostic Captioning | Jun 20, 2024 | DiagnosticImage to text | CodeCode Available | 0 |
| Multi-level Phenotypic Models of Cardiovascular Disease and Obstructive Sleep Apnea Comorbidities: A Longitudinal Wisconsin Sleep Cohort Study | Jun 19, 2024 | DiagnosticFeature Importance | —Unverified | 0 |
| MCAD: Multi-modal Conditioned Adversarial Diffusion Model for High-Quality PET Image Reconstruction | Jun 19, 2024 | DiagnosticImage Reconstruction | —Unverified | 0 |
| M3T: Multi-Modal Medical Transformer to bridge Clinical Context with Visual Insights for Retinal Image Medical Description Generation | Jun 19, 2024 | DiagnosticMedical Diagnosis | —Unverified | 0 |
| Coupled Input-Output Dimension Reduction: Application to Goal-oriented Bayesian Experimental Design and Global Sensitivity Analysis | Jun 19, 2024 | Combinatorial OptimizationDiagnostic | CodeCode Available | 0 |
| The Impact of Auxiliary Patient Data on Automated Chest X-Ray Report Generation and How to Incorporate It | Jun 19, 2024 | DiagnosticLanguage Modeling | —Unverified | 0 |
| Framing Social Movements on Social Media: Unpacking Diagnostic, Prognostic, and Motivational Strategies | Jun 19, 2024 | Diagnostic | CodeCode Available | 0 |
| ClinicalLab: Aligning Agents for Multi-Departmental Clinical Diagnostics in the Real World | Jun 19, 2024 | DiagnosticMultiple-choice | CodeCode Available | 2 |
| Application of Computer Deep Learning Model in Diagnosis of Pulmonary Nodules | Jun 19, 2024 | Diagnostic | —Unverified | 0 |
| Deriving Hematological Disease Classes Using Fuzzy Logic and Expert Knowledge: A Comprehensive Machine Learning Approach with CBC Parameters | Jun 18, 2024 | Diagnostic | —Unverified | 0 |
| Transforming Surgical Interventions with Embodied Intelligence for Ultrasound Robotics | Jun 18, 2024 | DiagnosticMotion Planning | —Unverified | 0 |
| LOOC: Localizing Organs using Occupancy Networks and Body Surface Depth Images | Jun 18, 2024 | DiagnosticDiversity | —Unverified | 0 |