| Improving the Classification Effect of Clinical Images of Diseases for Multi-Source Privacy Protection | Aug 23, 2024 | DiagnosticFederated Learning | —Unverified | 0 |
| Exploring Machine Learning Models for Lung Cancer Level Classification: A comparative ML Approach | Aug 23, 2024 | Cancer ClassificationDiagnostic | —Unverified | 0 |
| SIMPLE: Simultaneous Multi-Plane Self-Supervised Learning for Isotropic MRI Restoration from Anisotropic Data | Aug 23, 2024 | DiagnosticSelf-Supervised Learning | —Unverified | 0 |
| RuleAlign: Making Large Language Models Better Physicians with Diagnostic Rule Alignment | Aug 22, 2024 | Diagnostic | —Unverified | 0 |
| ILDNet: A Novel Deep Learning Framework for Interstitial Lung Disease Identification Using Respiratory Sounds | Aug 22, 2024 | Audio ClassificationDiagnostic | CodeCode Available | 0 |
| MedDiT: A Knowledge-Controlled Diffusion Transformer Framework for Dynamic Medical Image Generation in Virtual Simulated Patient | Aug 22, 2024 | DiagnosticHallucination | —Unverified | 0 |
| Bioimpedance a Diagnostic Tool for Tobacco Induced Oral Lesions: a Mixed Model cross-sectional study | Aug 21, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| Diagnosing and Remedying Knowledge Deficiencies in LLMs via Label-free Curricular Meaningful Learning | Aug 21, 2024 | Diagnostic | —Unverified | 0 |
| Prosody of speech production in latent post-stroke aphasia | Aug 21, 2024 | Diagnostic | —Unverified | 0 |
| XDT-CXR: Investigating Cross-Disease Transferability in Zero-Shot Binary Classification of Chest X-Rays | Aug 21, 2024 | Binary ClassificationDiagnostic | CodeCode Available | 0 |
| Clinical Context-aware Radiology Report Generation from Medical Images using Transformers | Aug 21, 2024 | DecoderDiagnostic | —Unverified | 0 |
| Detection of Intracranial Hemorrhage for Trauma Patients | Aug 20, 2024 | 3D Object DetectionAnatomy | CodeCode Available | 0 |
| OCTCube-M: A 3D multimodal optical coherence tomography foundation model for retinal and systemic diseases with cross-cohort and cross-device validation | Aug 20, 2024 | Contrastive LearningDiagnostic | —Unverified | 0 |
| Combining features on vertical ground reaction force signal analysis for multiclass diagnosing neurodegenerative diseases | Aug 20, 2024 | DiagnosticDynamic Time Warping | —Unverified | 0 |
| Cervical Cancer Detection Using Multi-Branch Deep Learning Model | Aug 20, 2024 | ClassificationDeep Learning | —Unverified | 0 |
| Enhanced Cascade Prostate Cancer Classifier in mp-MRI Utilizing Recall Feedback Adaptive Loss and Prior Knowledge-Based Feature Extraction | Aug 19, 2024 | Diagnostic | —Unverified | 0 |
| MSDiagnosis: A Benchmark for Evaluating Large Language Models in Multi-Step Clinical Diagnosis | Aug 19, 2024 | DiagnosticLanguage Modeling | —Unverified | 0 |
| Augmenting train maintenance technicians with automated incident diagnostic suggestions | Aug 19, 2024 | DiagnosticFeature Engineering | —Unverified | 0 |
| LCE: A Framework for Explainability of DNNs for Ultrasound Image Based on Concept Discovery | Aug 19, 2024 | Diagnostic | —Unverified | 0 |
| Panorama Tomosynthesis from Head CBCT with Simulated Projection Geometry | Aug 18, 2024 | Diagnostic | —Unverified | 0 |
| DFT-Based Adversarial Attack Detection in MRI Brain Imaging: Enhancing Diagnostic Accuracy in Alzheimer's Case Studies | Aug 16, 2024 | Adversarial AttackAdversarial Attack Detection | —Unverified | 0 |
| Focus on Focus: Focus-oriented Representation Learning and Multi-view Cross-modal Alignment for Glioma Grading | Aug 16, 2024 | Contrastive Learningcross-modal alignment | CodeCode Available | 0 |
| A training regime to learn unified representations from complementary breast imaging modalities | Aug 16, 2024 | DiagnosticLesion Detection | —Unverified | 0 |
| Assessing Generalization Capabilities of Malaria Diagnostic Models from Thin Blood Smears | Aug 16, 2024 | DiagnosticIncremental Learning | —Unverified | 0 |
| When Prompting Fails to Sway: Inertia in Moral and Value Judgments of Large Language Models | Aug 16, 2024 | DiagnosticDiversity | CodeCode Available | 0 |
| Comparative Performance Analysis of Transformer-Based Pre-Trained Models for Detecting Keratoconus Disease | Aug 16, 2024 | Diagnostic | —Unverified | 0 |
| Predictive uncertainty estimation in deep learning for lung carcinoma classification in digital pathology under real dataset shifts | Aug 15, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| Distributional Drift Detection in Medical Imaging with Sketching and Fine-Tuned Transformer | Aug 15, 2024 | Anomaly DetectionDiagnostic | —Unverified | 0 |
| Assessing and Enhancing Large Language Models in Rare Disease Question-answering | Aug 15, 2024 | DiagnosticQuestion Answering | —Unverified | 0 |
| Automated Retinal Image Analysis and Medical Report Generation through Deep Learning | Aug 14, 2024 | DiagnosticMedical Report Generation | CodeCode Available | 0 |
| BMFT: Achieving Fairness via Bias-based Weight Masking Fine-tuning | Aug 13, 2024 | DiagnosticFairness | CodeCode Available | 0 |
| MGH Radiology Llama: A Llama 3 70B Model for Radiology | Aug 13, 2024 | DiagnosticLanguage Modeling | —Unverified | 0 |
| Enhancing Diabetic Retinopathy Diagnosis: A Lightweight CNN Architecture for Efficient Exudate Detection in Retinal Fundus Images | Aug 13, 2024 | Computational EfficiencyDiagnostic | —Unverified | 0 |
| Sumotosima: A Framework and Dataset for Classifying and Summarizing Otoscopic Images | Aug 13, 2024 | DiagnosticTriplet | CodeCode Available | 0 |
| Centralized and Federated Heart Disease Classification Models Using UCI Dataset and their Shapley-value Based Interpretability | Aug 12, 2024 | Binary ClassificationClassification | CodeCode Available | 0 |
| DiagESC: Dialogue Synthesis for Integrating Depression Diagnosis into Emotional Support Conversation | Aug 12, 2024 | DiagnosticManagement | CodeCode Available | 0 |
| Diffuse-UDA: Addressing Unsupervised Domain Adaptation in Medical Image Segmentation with Appearance and Structure Aligned Diffusion Models | Aug 12, 2024 | DiagnosticDomain Adaptation | —Unverified | 0 |
| From Diagnostic CT to DTI Tractography labels: Using Deep Learning for Corticospinal Tract Injury Assessment and Outcome Prediction in Intracerebral Haemorrhage | Aug 12, 2024 | Diagnostic | —Unverified | 0 |
| InfLocNet: Enhanced Lung Infection Localization and Disease Detection from Chest X-Ray Images Using Lightweight Deep Learning | Aug 12, 2024 | Computational EfficiencyDiagnostic | —Unverified | 0 |
| GEM: Context-Aware Gaze EstiMation with Visual Search Behavior Matching for Chest Radiograph | Aug 10, 2024 | DiagnosticGaze Estimation | CodeCode Available | 0 |
| Beyond the Eye: A Relational Model for Early Dementia Detection Using Retinal OCTA Images | Aug 9, 2024 | DiagnosticGraph Classification | —Unverified | 0 |
| The 2023 Dengue Outbreak in Lombardy, Italy: A One-Health Perspective | Aug 8, 2024 | Diagnostic | —Unverified | 0 |
| Deep Transfer Learning for Kidney Cancer Diagnosis | Aug 8, 2024 | DiagnosticTransfer Learning | —Unverified | 0 |
| The Quest for Early Detection of Retinal Disease: 3D CycleGAN-based Translation of Optical Coherence Tomography into Confocal Microscopy | Aug 7, 2024 | Diagnostic | —Unverified | 0 |
| PHOCUS: Physics-Based Deconvolution for Ultrasound Resolution Enhancement | Aug 7, 2024 | DiagnosticSSIM | CodeCode Available | 0 |
| SGSR: Structure-Guided Multi-Contrast MRI Super-Resolution via Spatio-Frequency Co-Query Attention | Aug 6, 2024 | DiagnosticSuper-Resolution | —Unverified | 0 |
| Evaluating Posterior Probabilities: Decision Theory, Proper Scoring Rules, and Calibration | Aug 5, 2024 | Diagnostic | —Unverified | 0 |
| Isolating Signatures of Cyberattacks under Stressed Grid Conditions | Aug 4, 2024 | Diagnostic | —Unverified | 0 |
| Decision Support System to triage of liver trauma | Aug 4, 2024 | Diagnostic | —Unverified | 0 |
| AdaCBM: An Adaptive Concept Bottleneck Model for Explainable and Accurate Diagnosis | Aug 4, 2024 | ClassificationDiagnostic | CodeCode Available | 0 |