| The Development and Performance of a Machine Learning Based Mobile Platform for Visually Determining the Etiology of Penile Pathology | Mar 13, 2024 | DiagnosticSpecificity | —Unverified | 0 |
| Automatic Speech Recognition (ASR) for the Diagnosis of pronunciation of Speech Sound Disorders in Korean children | Mar 13, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| A Dual-domain Regularization Method for Ring Artifact Removal of X-ray CT | Mar 13, 2024 | Diagnostic | —Unverified | 0 |
| Pre-examinations Improve Automated Metastases Detection on Cranial MRI | Mar 13, 2024 | Change DetectionDiagnostic | —Unverified | 0 |
| FluoroSAM: A Language-aligned Foundation Model for X-ray Image Segmentation | Mar 12, 2024 | DiagnosticImage Segmentation | CodeCode Available | 1 |
| When Eye-Tracking Meets Machine Learning: A Systematic Review on Applications in Medical Image Analysis | Mar 12, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| DiabetesNet: A Deep Learning Approach to Diabetes Diagnosis | Mar 12, 2024 | Deep LearningDiagnostic | CodeCode Available | 0 |
| Quantum Support Vector Machine for Prostate Cancer Detection: A Performance Analysis | Mar 12, 2024 | Diagnostic | —Unverified | 0 |
| A multi-cohort study on prediction of acute brain dysfunction states using selective state space models | Mar 11, 2024 | DiagnosticMamba | —Unverified | 0 |
| Heterogeneous Image-based Classification Using Distributional Data Analysis | Mar 11, 2024 | ClassificationDiagnostic | —Unverified | 0 |
| Interpreting What Typical Fault Signals Look Like via Prototype-matching | Mar 11, 2024 | ClassificationDenoising | —Unverified | 0 |
| Advancing Text-Driven Chest X-Ray Generation with Policy-Based Reinforcement Learning | Mar 11, 2024 | DenoisingDiagnostic | —Unverified | 0 |
| Leveraging Foundation Models for Content-Based Medical Image Retrieval in Radiology | Mar 11, 2024 | BenchmarkingContent-Based Image Retrieval | CodeCode Available | 1 |
| Zero-Shot ECG Classification with Multimodal Learning and Test-time Clinical Knowledge Enhancement | Mar 11, 2024 | Clinical KnowledgeDescriptive | CodeCode Available | 2 |
| Unified Uncertainty Estimation for Cognitive Diagnosis Models | Mar 9, 2024 | cognitive diagnosisDiagnostic | —Unverified | 0 |
| Automatic Detection and Classification of Corona Infection (COVID-19) from X-ray Images Using Convolution Neural Network | Mar 9, 2024 | Binary ClassificationDiagnostic | —Unverified | 0 |
| A Concept-based Interpretable Model for the Diagnosis of Choroid Neoplasias using Multimodal Data | Mar 8, 2024 | DiagnosticInterpretable Machine Learning | —Unverified | 0 |
| Spatial-aware Transformer-GRU Framework for Enhanced Glaucoma Diagnosis from 3D OCT Imaging | Mar 8, 2024 | DiagnosticManagement | CodeCode Available | 0 |
| ContrastDiagnosis: Enhancing Interpretability in Lung Nodule Diagnosis Using Contrastive Learning | Mar 8, 2024 | Contrastive LearningDiagnostic | —Unverified | 0 |
| HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Interaction | Mar 8, 2024 | DiagnosticMedical Report Generation | CodeCode Available | 2 |
| MEIT: Multi-Modal Electrocardiogram Instruction Tuning on Large Language Models for Report Generation | Mar 7, 2024 | Diagnostic | CodeCode Available | 0 |
| Exploring LLM-based Agents for Root Cause Analysis | Mar 7, 2024 | DiagnosticManagement | —Unverified | 0 |
| Redefining cystoscopy with ai: bladder cancer diagnosis using an efficient hybrid cnn-transformer model | Mar 6, 2024 | Computational EfficiencyDiagnostic | —Unverified | 0 |
| Gadolinium dose reduction for brain MRI using conditional deep learning | Mar 6, 2024 | Deep LearningDiagnostic | —Unverified | 0 |
| Speckle Noise Reduction in Ultrasound Images using Denoising Auto-encoder with Skip Connection | Mar 5, 2024 | DenoisingDiagnostic | —Unverified | 0 |
| Magnetic Localization for In-body Nano-communication Medical Systems | Mar 4, 2024 | Diagnostic | —Unverified | 0 |
| GCAN: Generative Counterfactual Attention-guided Network for Explainable Cognitive Decline Diagnostics based on fMRI Functional Connectivity | Mar 4, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Advancing Gene Selection in Oncology: A Fusion of Deep Learning and Sparsity for Precision Gene Selection | Mar 4, 2024 | DiagnosticSurvival Prediction | —Unverified | 0 |
| SERVAL: Synergy Learning between Vertical Models and LLMs towards Oracle-Level Zero-shot Medical Prediction | Mar 3, 2024 | Common Sense ReasoningDiagnostic | —Unverified | 0 |
| Multi-modal Heart Failure Risk Estimation based on Short ECG and Sampled Long-Term HRV | Mar 1, 2024 | DiagnosticHeart Rate Variability | —Unverified | 0 |
| Few-shot genes selection: subset of PAM50 genes for breast cancer subtypes classification | Mar 1, 2024 | Diagnostic | —Unverified | 0 |
| Validation of ML-UQ calibration statistics using simulated reference values: a sensitivity analysis | Mar 1, 2024 | DiagnosticSensitivity | CodeCode Available | 0 |
| BP-DeepONet: A new method for cuffless blood pressure estimation using the physcis-informed DeepONet | Feb 29, 2024 | Blood pressure estimationDiagnostic | —Unverified | 0 |
| Listening to the Noise: Blind Denoising with Gibbs Diffusion | Feb 29, 2024 | Bayesian InferenceDenoising | CodeCode Available | 1 |
| Graph Convolutional Neural Networks for Automated Echocardiography View Recognition: A Holistic Approach | Feb 29, 2024 | DenoisingDiagnostic | —Unverified | 0 |
| QN-Mixer: A Quasi-Newton MLP-Mixer Model for Sparse-View CT Reconstruction | Feb 28, 2024 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |
| Accelerated Real-time Cine and Flow under In-magnet Staged Exercise | Feb 27, 2024 | DiagnosticImage Quality Assessment | —Unverified | 0 |
| Transfer Learning Bayesian Optimization to Design Competitor DNA Molecules for Use in Diagnostic Assays | Feb 27, 2024 | Bayesian OptimizationDiagnostic | CodeCode Available | 0 |
| SDR-Former: A Siamese Dual-Resolution Transformer for Liver Lesion Classification Using 3D Multi-Phase Imaging | Feb 27, 2024 | Computational EfficiencyDiagnostic | —Unverified | 0 |
| CARZero: Cross-Attention Alignment for Radiology Zero-Shot Classification | Feb 27, 2024 | ClassificationDiagnostic | CodeCode Available | 2 |
| Model X-ray:Detecting Backdoored Models via Decision Boundary | Feb 27, 2024 | Diagnostic | CodeCode Available | 0 |
| CodeS: Towards Building Open-source Language Models for Text-to-SQL | Feb 26, 2024 | Data AugmentationDiagnostic | CodeCode Available | 2 |
| Photon-counting CT using a Conditional Diffusion Model for Super-resolution and Texture-preservation | Feb 25, 2024 | DenoisingDiagnostic | —Unverified | 0 |
| Adversarial-Robust Transfer Learning for Medical Imaging via Domain Assimilation | Feb 25, 2024 | DiagnosticMedical Diagnosis | —Unverified | 0 |
| Integrating Preprocessing Methods and Convolutional Neural Networks for Effective Tumor Detection in Medical Imaging | Feb 25, 2024 | ClusteringDiagnostic | —Unverified | 0 |
| Dental Severity Assessment through Few-shot Learning and SBERT Fine-tuning | Feb 24, 2024 | DiagnosticFew-Shot Learning | —Unverified | 0 |
| Multiple Instance Learning for Glioma Diagnosis using Hematoxylin and Eosin Whole Slide Images: An Indian Cohort Study | Feb 24, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| GPT-HateCheck: Can LLMs Write Better Functional Tests for Hate Speech Detection? | Feb 23, 2024 | DiagnosticHate Speech Detection | CodeCode Available | 0 |
| Assessing the importance of long-range correlations for deep-learning-based sleep staging | Feb 22, 2024 | DiagnosticEEG | —Unverified | 0 |
| DiCoM -- Diverse Concept Modeling towards Enhancing Generalizability in Chest X-Ray Studies | Feb 22, 2024 | DiagnosticPrognosis | —Unverified | 0 |