| Are Vision Language Models Ready for Clinical Diagnosis? A 3D Medical Benchmark for Tumor-centric Visual Question Answering | May 25, 2025 | AnatomyBenchmarking | CodeCode Available | 1 | 5 |
| Online Forecasting and Anomaly Detection Based on the ARIMA Model | Apr 2, 2021 | Anomaly DetectionChange Point Detection | CodeCode Available | 1 | 5 |
| OptiLIME: Optimized LIME Explanations for Diagnostic Computer Algorithms | Jun 10, 2020 | Diagnosticfeature selection | CodeCode Available | 1 | 5 |
| Deep Anatomical Federated Network (Dafne): An open client-server framework for the continuous, collaborative improvement of deep learning-based medical image segmentation | Feb 13, 2023 | DiagnosticImage Segmentation | CodeCode Available | 1 | 5 |
| OXnet: Omni-supervised Thoracic Disease Detection from Chest X-rays | Apr 7, 2021 | DiagnosticLesion Detection | CodeCode Available | 1 | 5 |
| Pan-Cancer Computational Histopathology (PC-CHiP) analysis using deep learning | Jul 27, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 | 5 |
| Evaluating the Ripple Effects of Knowledge Editing in Language Models | Jul 24, 2023 | Diagnosticknowledge editing | CodeCode Available | 1 | 5 |
| Exploring the Promise and Limits of Real-Time Recurrent Learning | May 30, 2023 | Diagnostic | CodeCode Available | 1 | 5 |
| DeepFilter: an ECG baseline wander removal filter using deep learning techniques | Jan 9, 2021 | DiagnosticECG Denoising | CodeCode Available | 1 | 5 |
| Analyzing Modality Robustness in Multimodal Sentiment Analysis | May 30, 2022 | DiagnosticMultimodal Sentiment Analysis | CodeCode Available | 1 | 5 |
| Encoding Cardiopulmonary Exercise Testing Time Series as Images for Classification using Convolutional Neural Network | Apr 26, 2022 | DiagnosticTime Series | CodeCode Available | 1 | 5 |
| DeepGleason: a System for Automated Gleason Grading of Prostate Cancer using Deep Neural Networks | Mar 25, 2024 | Diagnosticimage-classification | CodeCode Available | 1 | 5 |
| EP-SAM: Weakly Supervised Histopathology Segmentation via Enhanced Prompt with Segment Anything | Oct 17, 2024 | DiagnosticGPU | CodeCode Available | 1 | 5 |
| Peritumoral Expansion Radiomics for Improved Lung Cancer Classification | Nov 24, 2024 | 3D ClassificationCancer Classification | CodeCode Available | 1 | 5 |
| EgoSchema: A Diagnostic Benchmark for Very Long-form Video Language Understanding | Aug 17, 2023 | DiagnosticEgoSchema | CodeCode Available | 1 | 5 |
| Deep Learning-based Frozen Section to FFPE Translation | Jul 25, 2021 | Decision MakingDeep Learning | CodeCode Available | 1 | 5 |
| Anatomical and Diagnostic Bayesian Segmentation in Prostate MRI -Should Different Clinical Objectives Mandate Different Loss Functions? | Oct 25, 2021 | AnatomyDiagnostic | CodeCode Available | 1 | 5 |
| Denoising of 3D MR images using a voxel-wise hybrid residual MLP-CNN model to improve small lesion diagnostic confidence | Sep 28, 2022 | DenoisingDiagnostic | CodeCode Available | 1 | 5 |
| Anatomical Consistency and Adaptive Prior-informed Transformation for Multi-contrast MR Image Synthesis via Diffusion Model | Jan 1, 2025 | DiagnosticImage Generation | CodeCode Available | 1 | 5 |
| Deep Learning for Automatic Pneumonia Detection | May 28, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Deep Learning for Detecting and Early Predicting Chronic Obstructive Pulmonary Disease from Spirogram Time Series | May 6, 2024 | DiagnosticTime Series | CodeCode Available | 1 | 5 |
| Deep MRI Reconstruction with Radial Subsampling | Aug 17, 2021 | compressed sensingDiagnostic | CodeCode Available | 1 | 5 |
| An Attention-based Multi-Scale Feature Learning Network for Multimodal Medical Image Fusion | Dec 9, 2022 | Diagnostic | CodeCode Available | 1 | 5 |
| DEMETR: Diagnosing Evaluation Metrics for Translation | Oct 25, 2022 | DiagnosticMachine Translation | CodeCode Available | 1 | 5 |
| Probing the Robustness of Large Language Models Safety to Latent Perturbations | Jun 19, 2025 | DiagnosticSafety Alignment | CodeCode Available | 1 | 5 |
| CLIMAT: Clinically-Inspired Multi-Agent Transformers for Knee Osteoarthritis Trajectory Forecasting | Apr 8, 2021 | Decision MakingDiagnostic | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning for Cost-Effective Medical Diagnosis | Feb 20, 2023 | Anomaly DetectionDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| PromptMRG: Diagnosis-Driven Prompts for Medical Report Generation | Aug 24, 2023 | DiagnosticMedical Report Generation | CodeCode Available | 1 | 5 |
| Prostate-Specific Foundation Models for Enhanced Detection of Clinically Significant Cancer | Feb 1, 2025 | Contrastive LearningDiagnostic | CodeCode Available | 1 | 5 |
| A Non-Invasive Interpretable NAFLD Diagnostic Method Combining TCM Tongue Features | Sep 6, 2023 | Diagnosticfeature selection | CodeCode Available | 1 | 5 |
| EgoTaskQA: Understanding Human Tasks in Egocentric Videos | Oct 8, 2022 | Action Localizationcounterfactual | CodeCode Available | 1 | 5 |
| DERAIL: Diagnostic Environments for Reward And Imitation Learning | Dec 2, 2020 | DiagnosticImitation Learning | CodeCode Available | 1 | 5 |
| Discovering stochastic dynamical equations from biological time series data | May 5, 2022 | DiagnosticEquation Discovery | CodeCode Available | 1 | 5 |
| Advancing COVID-19 Diagnosis with Privacy-Preserving Collaboration in Artificial Intelligence | Nov 18, 2021 | COVID-19 DiagnosisDiagnostic | CodeCode Available | 1 | 5 |
| RadCLIP: Enhancing Radiologic Image Analysis through Contrastive Language-Image Pre-training | Mar 15, 2024 | Diagnosticimage-classification | CodeCode Available | 1 | 5 |
| ENHANCE (ENriching Health data by ANnotations of Crowd and Experts): A case study for skin lesion classification | Jul 27, 2021 | DiagnosticLesion Classification | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Diagnostic Benchmark and Iterative Inpainting for Layout-Guided Image Generation | Apr 13, 2023 | DiagnosticImage Generation | CodeCode Available | 1 | 5 |
| RDLINet: A Novel Lightweight Inception Network for Respiratory Disease Classification Using Lung Sounds | Jul 6, 2023 | Audio ClassificationClassification | CodeCode Available | 1 | 5 |
| Real-Time Seizure Detection using EEG: A Comprehensive Comparison of Recent Approaches under a Realistic Setting | Jan 21, 2022 | DiagnosticEEG | CodeCode Available | 1 | 5 |
| Reasoning Like a Doctor: Improving Medical Dialogue Systems via Diagnostic Reasoning Process Alignment | Jun 20, 2024 | Diagnostic | CodeCode Available | 1 | 5 |
| A General-Purpose Self-Supervised Model for Computational Pathology | Aug 29, 2023 | Code ClassificationDiagnostic | CodeCode Available | 1 | 5 |
| Annotation-efficient cancer detection with report-guided lesion annotation for deep learning-based prostate cancer detection in bpMRI | Dec 9, 2021 | Diagnostic | CodeCode Available | 1 | 5 |
| A Survey of Medical Vision-and-Language Applications and Their Techniques | Nov 19, 2024 | Decision MakingDiagnostic | CodeCode Available | 1 | 5 |
| Rethinking Attention-Model Explainability through Faithfulness Violation Test | Jan 28, 2022 | DiagnosticFeature Importance | CodeCode Available | 1 | 5 |
| AngioMoCo: Learning-based Motion Correction in Cerebral Digital Subtraction Angiography | Oct 9, 2023 | Diagnostic | CodeCode Available | 1 | 5 |
| DiffuSETS: 12-lead ECG Generation Conditioned on Clinical Text Reports and Patient-Specific Information | Jan 10, 2025 | BenchmarkingData Augmentation | CodeCode Available | 1 | 5 |
| Diffusion-Based Electrocardiography Noise Quantification via Anomaly Detection | Jun 13, 2025 | Anomaly DetectionDecision Making | CodeCode Available | 1 | 5 |
| A Novel Approach for detecting Normal, COVID-19 and Pneumonia patient using only binary classifications from chest CT-Scans | Mar 28, 2022 | COVID-19 DiagnosisDiagnostic | CodeCode Available | 1 | 5 |
