| Open Challenges and Opportunities in Federated Foundation Models Towards Biomedical Healthcare | May 10, 2024 | DiagnosticFederated Learning | —Unverified | 0 |
| SAM3D: Zero-Shot Semi-Automatic Segmentation in 3D Medical Images with the Segment Anything Model | May 10, 2024 | DiagnosticZero Shot Segmentation | —Unverified | 0 |
| XAI4LLM. Let Machine Learning Models and LLMs Collaborate for Enhanced In-Context Learning in Healthcare | May 10, 2024 | DiagnosticIn-Context Learning | —Unverified | 0 |
| Digital Diagnostics: The Potential Of Large Language Models In Recognizing Symptoms Of Common Illnesses | May 9, 2024 | Diagnostic | —Unverified | 0 |
| Multimodal Super-Resolution: Discovering hidden physics and its application to fusion plasmas | May 9, 2024 | AstronomyDiagnostic | —Unverified | 0 |
| Continuous max-flow augmentation of self-supervised few-shot learning on SPECT left ventricles | May 9, 2024 | DiagnosticFew-Shot Learning | CodeCode Available | 0 |
| Artificial intelligence for abnormality detection in high volume neuroimaging: a systematic review and meta-analysis | May 9, 2024 | Anomaly DetectionDiagnostic | —Unverified | 0 |
| Cross-Modality Translation with Generative Adversarial Networks to Unveil Alzheimer's Disease Biomarkers | May 8, 2024 | DiagnosticFunctional Connectivity | —Unverified | 0 |
| Proportion Estimation by Masked Learning from Label Proportion | May 8, 2024 | Diagnostic | —Unverified | 0 |
| Exploring Explainable AI Techniques for Improved Interpretability in Lung and Colon Cancer Classification | May 7, 2024 | Cancer ClassificationDiagnostic | CodeCode Available | 0 |
| Topicwise Separable Sentence Retrieval for Medical Report Generation | May 7, 2024 | DecoderDiagnostic | —Unverified | 0 |
| Leveraging Medical Foundation Model Features in Graph Neural Network-Based Retrieval of Breast Histopathology Images | May 7, 2024 | Contrastive LearningDiagnostic | —Unverified | 0 |
| Lumbar Spine Tumor Segmentation and Localization in T2 MRI Images Using AI | May 7, 2024 | Data AugmentationDecision Making | —Unverified | 0 |
| AI in Lung Health: Benchmarking Detection and Diagnostic Models Across Multiple CT Scan Datasets | May 7, 2024 | BenchmarkingCancer Classification | CodeCode Available | 1 |
| Deep Learning for Detecting and Early Predicting Chronic Obstructive Pulmonary Disease from Spirogram Time Series | May 6, 2024 | DiagnosticTime Series | CodeCode Available | 1 |
| Cross-Modal Domain Adaptation in Brain Disease Diagnosis: Maximum Mean Discrepancy-based Convolutional Neural Networks | May 6, 2024 | Computed Tomography (CT)Diagnostic | —Unverified | 0 |
| High Order Reasoning for Time Critical Recommendation in Evidence-based Medicine | May 5, 2024 | DiagnosticLanguage Modelling | —Unverified | 0 |
| Exploring Speech Pattern Disorders in Autism using Machine Learning | May 3, 2024 | Diagnosticregression | —Unverified | 0 |
| SR4ZCT: Self-supervised Through-plane Resolution Enhancement for CT Images with Arbitrary Resolution and Overlap | May 3, 2024 | Computed Tomography (CT)Diagnostic | CodeCode Available | 0 |
| Exploiting ChatGPT for Diagnosing Autism-Associated Language Disorders and Identifying Distinct Features | May 3, 2024 | DiagnosticLanguage Modelling | CodeCode Available | 0 |
| A Survey on Large Language Models for Critical Societal Domains: Finance, Healthcare, and Law | May 2, 2024 | DiagnosticEthics | CodeCode Available | 2 |
| Detecting and clustering swallow events in esophageal long-term high-resolution manometry | May 2, 2024 | ClusteringDiagnostic | —Unverified | 0 |
| Key Patches Are All You Need: A Multiple Instance Learning Framework For Robust Medical Diagnosis | May 2, 2024 | AllDiagnostic | CodeCode Available | 1 |
| PAM-UNet: Shifting Attention on Region of Interest in Medical Images | May 2, 2024 | Computational EfficiencyDiagnostic | —Unverified | 0 |
| Goal-conditioned reinforcement learning for ultrasound navigation guidance | May 2, 2024 | Contrastive LearningDiagnostic | —Unverified | 0 |
| Transformer-Based Self-Supervised Learning for Histopathological Classification of Ischemic Stroke Clot Origin | May 1, 2024 | Deep LearningDiagnostic | —Unverified | 0 |
| Guided Conditional Diffusion Classifier (ConDiff) for Enhanced Prediction of Infection in Diabetic Foot Ulcers | May 1, 2024 | DenoisingDiagnostic | —Unverified | 0 |
| UWAFA-GAN: Ultra-Wide-Angle Fluorescein Angiography Transformation via Multi-scale Generation and Registration Enhancement | May 1, 2024 | DiagnosticGenerative Adversarial Network | CodeCode Available | 0 |
| Diagnosis of Parkinson's Disease Using EEG Signals and Machine Learning Techniques: A Comprehensive Study | Apr 30, 2024 | DiagnosticEEG | —Unverified | 0 |
| On Training a Neural Network to Explain Binaries | Apr 30, 2024 | Code SummarizationDiagnostic | —Unverified | 0 |
| Noise propagation and MP-PCA image denoising for high-resolution quantitative T2* and magnetic susceptibility mapping (QSM) | Apr 30, 2024 | DenoisingDiagnostic | —Unverified | 0 |
| A Smartphone-Based Method for Assessing Tomato Nutrient Status through Trichome Density Measurement | Apr 30, 2024 | DiagnosticNutrition | —Unverified | 0 |
| X-Diffusion: Generating Detailed 3D MRI Volumes From a Single Image Using Cross-Sectional Diffusion Models | Apr 30, 2024 | 3D ReconstructionDiagnostic | —Unverified | 0 |
| EEG-MACS: Manifold Attention and Confidence Stratification for EEG-based Cross-Center Brain Disease Diagnosis under Unreliable Annotations | Apr 29, 2024 | DiagnosticEEG | CodeCode Available | 0 |
| Generation of Uncorrelated Residual Variables for Chemical Process Fault Diagnosis via Transfer Learning-based Input-Output Decoupled Network | Apr 29, 2024 | Chemical ProcessDiagnostic | —Unverified | 0 |
| Towards Generalizable Agents in Text-Based Educational Environments: A Study of Integrating RL with LLMs | Apr 29, 2024 | DiagnosticGeneral Knowledge | —Unverified | 0 |
| Decoding Radiologists' Intentions: A Novel System for Accurate Region Identification in Chest X-ray Image Analysis | Apr 29, 2024 | Diagnostic | —Unverified | 0 |
| MileBench: Benchmarking MLLMs in Long Context | Apr 29, 2024 | BenchmarkingDiagnostic | —Unverified | 0 |
| UMass-BioNLP at MEDIQA-M3G 2024: DermPrompt -- A Systematic Exploration of Prompt Engineering with GPT-4V for Dermatological Diagnosis | Apr 27, 2024 | DiagnosticPrompt Engineering | CodeCode Available | 0 |
| Attention-aware non-rigid image registration for accelerated MR imaging | Apr 26, 2024 | DiagnosticImage Registration | CodeCode Available | 1 |
| Optimizing Universal Lesion Segmentation: State Space Model-Guided Hierarchical Networks with Feature Importance Adjustment | Apr 26, 2024 | DiagnosticFeature Importance | —Unverified | 0 |
| Dr-SAM: An End-to-End Framework for Vascular Segmentation, Diameter Estimation, and Anomaly Detection on Angiography Images | Apr 25, 2024 | Anomaly DetectionDiagnostic | CodeCode Available | 1 |
| Detection of Peri-Pancreatic Edema using Deep Learning and Radiomics Techniques | Apr 25, 2024 | Deep LearningDiagnostic | CodeCode Available | 0 |
| A Deep Learning-Driven Pipeline for Differentiating Hypertrophic Cardiomyopathy from Cardiac Amyloidosis Using 2D Multi-View Echocardiography | Apr 25, 2024 | Diagnostic | —Unverified | 0 |
| Quantitative Characterization of Retinal Features in Translated OCTA | Apr 24, 2024 | DiagnosticGenerative Adversarial Network | —Unverified | 0 |
| Enhancing Diagnosis through AI-driven Analysis of Reflectance Confocal Microscopy | Apr 24, 2024 | Diagnostic | —Unverified | 0 |
| Exploring Machine Learning Algorithms for Infection Detection Using GC-IMS Data: A Preliminary Study | Apr 24, 2024 | DiagnosticManagement | —Unverified | 0 |
| Deep Learning for Accelerated and Robust MRI Reconstruction: a Review | Apr 24, 2024 | Deep LearningDiagnostic | —Unverified | 0 |
| SkinGEN: an Explainable Dermatology Diagnosis-to-Generation Framework with Interactive Vision-Language Models | Apr 23, 2024 | DiagnosticHallucination | —Unverified | 0 |
| Differentiable Score-Based Likelihoods: Learning CT Motion Compensation From Clean Images | Apr 23, 2024 | Computed Tomography (CT)Diagnostic | —Unverified | 0 |