| Attention-aware non-rigid image registration for accelerated MR imaging | Apr 26, 2024 | DiagnosticImage Registration | CodeCode Available | 1 |
| MechIR: A Mechanistic Interpretability Framework for Information Retrieval | Jan 17, 2025 | DiagnosticInformation Retrieval | CodeCode Available | 1 |
| MedCaseReasoning: Evaluating and learning diagnostic reasoning from clinical case reports | May 16, 2025 | DiagnosticMath | CodeCode Available | 1 |
| MedChat: A Multi-Agent Framework for Multimodal Diagnosis with Large Language Models | Jun 9, 2025 | DiagnosticHallucination | CodeCode Available | 1 |
| MedFILIP: Medical Fine-grained Language-Image Pre-training | Jan 18, 2025 | Contrastive LearningDiagnostic | CodeCode Available | 1 |
| Medical diffusion on a budget: Textual Inversion for medical image generation | Mar 23, 2023 | Diagnosticdomain classification | CodeCode Available | 1 |
| Automatic ECG classification using discrete wavelet transform and one-dimensional convolutional neural network | Dec 23, 2023 | DiagnosticECG Classification | CodeCode Available | 1 |
| WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole-Slide Images | Nov 27, 2023 | Diagnosticwhole slide images | CodeCode Available | 1 |
| Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shifts | Sep 22, 2022 | DiagnosticEEG | CodeCode Available | 1 |
| Analyzing Modality Robustness in Multimodal Sentiment Analysis | May 30, 2022 | DiagnosticMultimodal Sentiment Analysis | CodeCode Available | 1 |
| MM-Skin: Enhancing Dermatology Vision-Language Model with an Image-Text Dataset Derived from Textbooks | May 9, 2025 | DiagnosticInstruction Following | CodeCode Available | 1 |
| MMXU: A Multi-Modal and Multi-X-ray Understanding Dataset for Disease Progression | Feb 17, 2025 | DiagnosticQuestion Answering | CodeCode Available | 1 |
| MoEDiff-SR: Mixture of Experts-Guided Diffusion Model for Region-Adaptive MRI Super-Resolution | Apr 9, 2025 | Computational EfficiencyDenoising | CodeCode Available | 1 |
| A Survey of Medical Vision-and-Language Applications and Their Techniques | Nov 19, 2024 | Decision MakingDiagnostic | CodeCode Available | 1 |
| Phare: A Safety Probe for Large Language Models | May 16, 2025 | DiagnosticHallucination | CodeCode Available | 1 |
| Multi-Channel Masked Autoencoder and Comprehensive Evaluations for Reconstructing 12-Lead ECG from Arbitrary Single-Lead ECG | Jul 16, 2024 | Diagnostic | CodeCode Available | 1 |
| Anatomical and Diagnostic Bayesian Segmentation in Prostate MRI -Should Different Clinical Objectives Mandate Different Loss Functions? | Oct 25, 2021 | AnatomyDiagnostic | CodeCode Available | 1 |
| MultiEYE: Dataset and Benchmark for OCT-Enhanced Retinal Disease Recognition from Fundus Images | Dec 12, 2024 | DiagnosticTransfer Learning | CodeCode Available | 1 |
| Anatomical Consistency and Adaptive Prior-informed Transformation for Multi-contrast MR Image Synthesis via Diffusion Model | Jan 1, 2025 | DiagnosticImage Generation | CodeCode Available | 1 |
| Multilingual HateCheck: Functional Tests for Multilingual Hate Speech Detection Models | Jun 20, 2022 | DiagnosticHate Speech Detection | CodeCode Available | 1 |
| Anatomy-guided Multimodal Registration by Learning Segmentation without Ground Truth: Application to Intraprocedural CBCT/MR Liver Segmentation and Registration | Apr 14, 2021 | AnatomyDiagnostic | CodeCode Available | 1 |
| Multimodal ChatGPT for Medical Applications: an Experimental Study of GPT-4V | Oct 29, 2023 | DiagnosticLanguage Modeling | CodeCode Available | 1 |
| Multi-scale Cross-restoration Framework for Electrocardiogram Anomaly Detection | Aug 3, 2023 | Anomaly DetectionDiagnostic | CodeCode Available | 1 |
| An Attention-based Multi-Scale Feature Learning Network for Multimodal Medical Image Fusion | Dec 9, 2022 | Diagnostic | CodeCode Available | 1 |
| Multi-view Local Co-occurrence and Global Consistency Learning Improve Mammogram Classification Generalisation | Sep 21, 2022 | Diagnostic | CodeCode Available | 1 |
| Artificial Intelligence Distinguishes COVID-19 from Community Acquired Pneumonia on Chest CT | Feb 19, 2020 | COVID-19 Image SegmentationDiagnostic | CodeCode Available | 1 |
| Neural Importance Sampling for Rapid and Reliable Gravitational-Wave Inference | Oct 11, 2022 | Diagnostic | CodeCode Available | 1 |
| NeuralSympCheck: A Symptom Checking and Disease Diagnostic Neural Model with Logic Regularization | Jun 2, 2022 | DiagnosticReinforcement Learning (RL) | CodeCode Available | 1 |
| Suppression of Correlated Noise with Similarity-based Unsupervised Deep Learning | Nov 6, 2020 | Computed Tomography (CT)Deep Learning | CodeCode Available | 1 |
| Noise Conscious Training of Non Local Neural Network powered by Self Attentive Spectral Normalized Markovian Patch GAN for Low Dose CT Denoising | Nov 11, 2020 | DenoisingDiagnostic | CodeCode Available | 1 |
| Artificial-intelligence-based molecular classification of diffuse gliomas using rapid, label-free optical imaging | Mar 23, 2023 | DiagnosticManagement | CodeCode Available | 1 |
| ASIGN: An Anatomy-aware Spatial Imputation Graphic Network for 3D Spatial Transcriptomics | Dec 4, 2024 | AnatomyDiagnostic | CodeCode Available | 1 |
| OptiLIME: Optimized LIME Explanations for Diagnostic Computer Algorithms | Jun 10, 2020 | Diagnosticfeature selection | CodeCode Available | 1 |
| Order in the Court: Explainable AI Methods Prone to Disagreement | May 7, 2021 | Diagnostic | CodeCode Available | 1 |
| Advancing COVID-19 Diagnosis with Privacy-Preserving Collaboration in Artificial Intelligence | Nov 18, 2021 | COVID-19 DiagnosisDiagnostic | CodeCode Available | 1 |
| Partial Vessels Annotation-based Coronary Artery Segmentation with Self-training and Prototype Learning | Jul 10, 2023 | Coronary Artery SegmentationDiagnostic | CodeCode Available | 1 |
| Patch-wise Deep Metric Learning for Unsupervised Low-Dose CT Denoising | Jul 6, 2022 | CT ReconstructionDenoising | CodeCode Available | 1 |
| PathAsst: A Generative Foundation AI Assistant Towards Artificial General Intelligence of Pathology | May 24, 2023 | DiagnosticInstruction Following | CodeCode Available | 1 |
| A General-Purpose Self-Supervised Model for Computational Pathology | Aug 29, 2023 | Code ClassificationDiagnostic | CodeCode Available | 1 |
| Peritumoral Expansion Radiomics for Improved Lung Cancer Classification | Nov 24, 2024 | 3D ClassificationCancer Classification | CodeCode Available | 1 |
| PhaseGen: A Diffusion-Based Approach for Complex-Valued MRI Data Generation | Apr 10, 2025 | DiagnosticMRI Reconstruction | CodeCode Available | 1 |
| Are Natural Language Inference Models IMPPRESsive? Learning IMPlicature and PRESupposition | Apr 7, 2020 | DiagnosticImplicatures | CodeCode Available | 1 |
| PneumoLLM: Harnessing the Power of Large Language Model for Pneumoconiosis Diagnosis | Dec 6, 2023 | DiagnosticLanguage Modeling | CodeCode Available | 1 |
| POCOVID-Net: Automatic Detection of COVID-19 From a New Lung Ultrasound Imaging Dataset (POCUS) | Apr 25, 2020 | DiagnosticSpecificity | CodeCode Available | 1 |
| Predicting the impact of formation protocols on battery lifetime immediately after manufacturing | Mar 26, 2022 | Diagnostic | CodeCode Available | 1 |
| Primary Tumor Origin Classification of Lung Nodules in Spectral CT using Transfer Learning | Jun 30, 2020 | ClassificationComputed Tomography (CT) | CodeCode Available | 1 |
| Decentralized Federated Learning through Proxy Model Sharing | Nov 22, 2021 | DiagnosticFederated Learning | CodeCode Available | 1 |
| Psychiatric Scale Guided Risky Post Screening for Early Detection of Depression | May 19, 2022 | Depression DetectionDiagnostic | CodeCode Available | 1 |
| Discovering stochastic dynamical equations from biological time series data | May 5, 2022 | DiagnosticEquation Discovery | CodeCode Available | 1 |
| A Regularization Method to Improve Adversarial Robustness of Neural Networks for ECG Signal Classification | Oct 19, 2021 | Adversarial RobustnessClassification | CodeCode Available | 1 |
