| fastMRI Breast: A publicly available radial k-space dataset of breast dynamic contrast-enhanced MRI | Jun 7, 2024 | DiagnosticImage Reconstruction | CodeCode Available | 1 |
| MediQ: Question-Asking LLMs and a Benchmark for Reliable Interactive Clinical Reasoning | Jun 3, 2024 | DiagnosticMedQA | CodeCode Available | 1 |
| Worse than Random? An Embarrassingly Simple Probing Evaluation of Large Multimodal Models in Medical VQA | May 30, 2024 | DiagnosticMedical Diagnosis | CodeCode Available | 1 |
| PediatricsGPT: Large Language Models as Chinese Medical Assistants for Pediatric Applications | May 29, 2024 | DiagnosticDomain Adaptation | CodeCode Available | 1 |
| PASTA: Pathology-Aware MRI to PET Cross-Modal Translation with Diffusion Models | May 27, 2024 | Diagnostic | CodeCode Available | 1 |
| Unveiling the Tapestry of Consistency in Large Vision-Language Models | May 23, 2024 | Diagnostic | CodeCode Available | 1 |
| Structural Entities Extraction and Patient Indications Incorporation for Chest X-ray Report Generation | May 23, 2024 | cross-modal alignmentDecoder | CodeCode Available | 1 |
| Factual Serialization Enhancement: A Key Innovation for Chest X-ray Report Generation | May 15, 2024 | Contrastive Learningcross-modal alignment | CodeCode Available | 1 |
| HoneyBee: A Scalable Modular Framework for Creating Multimodal Oncology Datasets with Foundational Embedding Models | May 13, 2024 | DiagnosticMultimodal Deep Learning | CodeCode Available | 1 |
| 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 |
| Key Patches Are All You Need: A Multiple Instance Learning Framework For Robust Medical Diagnosis | May 2, 2024 | AllDiagnostic | CodeCode Available | 1 |
| Attention-aware non-rigid image registration for accelerated MR imaging | Apr 26, 2024 | DiagnosticImage Registration | CodeCode Available | 1 |
| 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 |
| Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question Answering | Apr 18, 2024 | Audio-visual Question AnsweringAudio-Visual Question Answering (AVQA) | CodeCode Available | 1 |
| WiTUnet: A U-Shaped Architecture Integrating CNN and Transformer for Improved Feature Alignment and Local Information Fusion | Apr 15, 2024 | DecoderDenoising | CodeCode Available | 1 |
| DeepGleason: a System for Automated Gleason Grading of Prostate Cancer using Deep Neural Networks | Mar 25, 2024 | Diagnosticimage-classification | CodeCode Available | 1 |
| FusionINN: Decomposable Image Fusion for Brain Tumor Monitoring | Mar 23, 2024 | DenoisingDiagnostic | CodeCode Available | 1 |
| Eye-gaze Guided Multi-modal Alignment for Medical Representation Learning | Mar 19, 2024 | Diagnosticimage-classification | CodeCode Available | 1 |
| RadCLIP: Enhancing Radiologic Image Analysis through Contrastive Language-Image Pre-training | Mar 15, 2024 | Diagnosticimage-classification | CodeCode Available | 1 |
| FluoroSAM: A Language-aligned Foundation Model for X-ray Image Segmentation | Mar 12, 2024 | DiagnosticImage Segmentation | CodeCode Available | 1 |
| Leveraging Foundation Models for Content-Based Medical Image Retrieval in Radiology | Mar 11, 2024 | BenchmarkingContent-Based Image Retrieval | CodeCode Available | 1 |
| Listening to the Noise: Blind Denoising with Gibbs Diffusion | Feb 29, 2024 | Bayesian InferenceDenoising | CodeCode Available | 1 |
| BrainWave: A Brain Signal Foundation Model for Clinical Applications | Feb 15, 2024 | DiagnosticTransfer Learning | CodeCode Available | 1 |
| Gemini Goes to Med School: Exploring the Capabilities of Multimodal Large Language Models on Medical Challenge Problems & Hallucinations | Feb 10, 2024 | DiagnosticHallucination | CodeCode Available | 1 |
| RareBench: Can LLMs Serve as Rare Diseases Specialists? | Feb 9, 2024 | DiagnosticMedical Diagnosis | CodeCode Available | 1 |
| Measuring Implicit Bias in Explicitly Unbiased Large Language Models | Feb 6, 2024 | Decision MakingDiagnostic | CodeCode Available | 1 |
| Word-Level ASR Quality Estimation for Efficient Corpus Sampling and Post-Editing through Analyzing Attentions of a Reference-Free Metric | Jan 20, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Towards Universal Unsupervised Anomaly Detection in Medical Imaging | Jan 19, 2024 | Anomaly DetectionDiagnostic | CodeCode Available | 1 |
| Detection and Classification of Diabetic Retinopathy using Deep Learning Algorithms for Segmentation to Facilitate Referral Recommendation for Test and Treatment Prediction | Jan 5, 2024 | Data AugmentationDiagnostic | CodeCode Available | 1 |
| Prompting Vision Foundation Models for Pathology Image Analysis | Jan 1, 2024 | Diagnostic | CodeCode Available | 1 |
| Automatic ECG classification using discrete wavelet transform and one-dimensional convolutional neural network | Dec 23, 2023 | DiagnosticECG Classification | CodeCode Available | 1 |
| SCUNet++: Swin-UNet and CNN Bottleneck Hybrid Architecture with Multi-Fusion Dense Skip Connection for Pulmonary Embolism CT Image Segmentation | Dec 22, 2023 | DecoderDiagnostic | CodeCode Available | 1 |
| Zero-1-to-3: Domain-level Zero-shot Cognitive Diagnosis via One Batch of Early-bird Students towards Three Diagnostic Objectives | Dec 20, 2023 | cognitive diagnosisDiagnostic | CodeCode Available | 1 |
| Prospects for AI-Enhanced ECG as a Unified Screening Tool for Cardiac and Non-Cardiac Conditions -- An Explorative Study in Emergency Care | Dec 18, 2023 | Diagnostic | CodeCode Available | 1 |
| RJUA-QA: A Comprehensive QA Dataset for Urology | Dec 15, 2023 | DiagnosticQuestion Answering | CodeCode Available | 1 |
| Quilt-LLaVA: Visual Instruction Tuning by Extracting Localized Narratives from Open-Source Histopathology Videos | Dec 7, 2023 | DiagnosticImage Captioning | CodeCode Available | 1 |
| PneumoLLM: Harnessing the Power of Large Language Model for Pneumoconiosis Diagnosis | Dec 6, 2023 | DiagnosticLanguage Modeling | CodeCode Available | 1 |
| Simultaneous Alignment and Surface Regression Using Hybrid 2D-3D Networks for 3D Coherent Layer Segmentation of Retinal OCT Images with Full and Sparse Annotations | Dec 4, 2023 | DiagnosticSegmentation | CodeCode Available | 1 |
| Persistent Test-time Adaptation in Recurring Testing Scenarios | Nov 30, 2023 | DiagnosticTest-time Adaptation | CodeCode Available | 1 |
| RaDialog: A Large Vision-Language Model for Radiology Report Generation and Conversational Assistance | Nov 30, 2023 | DiagnosticLanguage Modeling | CodeCode Available | 1 |
| VITATECS: A Diagnostic Dataset for Temporal Concept Understanding of Video-Language Models | Nov 29, 2023 | counterfactualDiagnostic | CodeCode Available | 1 |
| WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole-Slide Images | Nov 27, 2023 | Diagnosticwhole slide images | CodeCode Available | 1 |
| MPCNN: A Novel Matrix Profile Approach for CNN-based Sleep Apnea Classification | Nov 25, 2023 | DiagnosticECG Classification | CodeCode Available | 1 |
| VSViG: Real-time Video-based Seizure Detection via Skeleton-based Spatiotemporal ViG | Nov 24, 2023 | Action RecognitionDecision Making | CodeCode Available | 1 |
| Benchmarking Robustness of Text-Image Composed Retrieval | Nov 24, 2023 | AttributeBenchmarking | CodeCode Available | 1 |
| Immunohistochemistry guided segmentation of benign epithelial cells, in situ lesions, and invasive epithelial cells in breast cancer slides | Nov 22, 2023 | Data AugmentationDiagnostic | CodeCode Available | 1 |
| Sam-Guided Enhanced Fine-Grained Encoding with Mixed Semantic Learning for Medical Image Captioning | Nov 2, 2023 | DiagnosticImage Captioning | CodeCode Available | 1 |
| DEFN: Dual-Encoder Fourier Group Harmonics Network for Three-Dimensional Indistinct-Boundary Object Segmentation | Nov 1, 2023 | 3D ReconstructionData Augmentation | CodeCode Available | 1 |
| Multimodal ChatGPT for Medical Applications: an Experimental Study of GPT-4V | Oct 29, 2023 | DiagnosticLanguage Modeling | CodeCode Available | 1 |
