| DeepMediX: A Deep Learning-Driven Resource-Efficient Medical Diagnosis Across the Spectrum | Jul 1, 2023 | Computational EfficiencyDiagnostic | CodeCode Available | 0 |
| Fast Enhanced CT Metal Artifact Reduction using Data Domain Deep Learning | Apr 9, 2019 | Computed Tomography (CT)Diagnostic | CodeCode Available | 0 |
| F2FLDM: Latent Diffusion Models with Histopathology Pre-Trained Embeddings for Unpaired Frozen Section to FFPE Translation | Apr 19, 2024 | DenoisingDiagnostic | CodeCode Available | 0 |
| Reinforcement Guided Multi-Task Learning Framework for Low-Resource Stereotype Detection | Mar 27, 2022 | DiagnosticHate Speech Detection | CodeCode Available | 0 |
| Location embedding based pairwise distance learning for fine-grained diagnosis of urinary stones | Jun 29, 2024 | Diagnostic | CodeCode Available | 0 |
| SODAPOP: Open-Ended Discovery of Social Biases in Social Commonsense Reasoning Models | Oct 13, 2022 | DiagnosticLanguage Modeling | CodeCode Available | 0 |
| SoftDropConnect (SDC) -- Effective and Efficient Quantification of the Network Uncertainty in Deep MR Image Analysis | Jan 20, 2022 | Bayesian InferenceClassification | CodeCode Available | 0 |
| AI-Enhanced Pediatric Pneumonia Detection: A CNN-Based Approach Using Data Augmentation and Generative Adversarial Networks (GANs) | Jul 13, 2025 | ClassificationData Augmentation | CodeCode Available | 0 |
| Towards Universal Text-driven CT Image Segmentation | Mar 8, 2025 | Computed Tomography (CT)Contrastive Learning | CodeCode Available | 0 |
| Exploring the Role of BERT Token Representations to Explain Sentence Probing Results | Apr 3, 2021 | DiagnosticGeneral Classification | CodeCode Available | 0 |
| Deep Learning Predicts Prevalent and Incident Parkinson's Disease From UK Biobank Fundus Imaging | Feb 13, 2023 | Diagnostic | CodeCode Available | 0 |
| Longitudinal Multimodal Transformer Integrating Imaging and Latent Clinical Signatures From Routine EHRs for Pulmonary Nodule Classification | Apr 6, 2023 | Computed Tomography (CT)Diagnostic | CodeCode Available | 0 |
| Causal Discovery in the Presence of Missing Data | Jul 11, 2018 | Causal DiscoveryDiagnostic | CodeCode Available | 0 |
| Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators | Jan 16, 2025 | DiagnosticSequential Decision Making | CodeCode Available | 0 |
| Longitudinal Quantitative Assessment of COVID-19 Infection Progression from Chest CTs | Mar 12, 2021 | Computed Tomography (CT)COVID-19 Image Segmentation | CodeCode Available | 0 |
| Long-Tailed 3D Detection via Multi-Modal Fusion | Dec 18, 2023 | 3D Object DetectionAutonomous Vehicles | CodeCode Available | 0 |
| Long-tailed Medical Diagnosis with Relation-aware Representation Learning and Iterative Classifier Calibration | Feb 5, 2025 | Classifier calibrationDiagnostic | CodeCode Available | 0 |
| Software Package for Automated Analysis of Lung Ultrasound Videos | Aug 1, 2022 | Diagnostic | CodeCode Available | 0 |
| AmbiCoref: Evaluating Human and Model Sensitivity to Ambiguous Coreference | Feb 1, 2023 | coreference-resolutionCoreference Resolution | CodeCode Available | 0 |
| Deep Learning-Based Open Source Toolkit for Eosinophil Detection in Pediatric Eosinophilic Esophagitis | Aug 11, 2023 | DiagnosticEnsemble Learning | CodeCode Available | 0 |
| Opportunities and Challenges of Deep Learning Methods for Electrocardiogram Data: A Systematic Review | Dec 28, 2019 | Deep LearningDenoising | CodeCode Available | 0 |
| Exploring Explainable AI Techniques for Improved Interpretability in Lung and Colon Cancer Classification | May 7, 2024 | Cancer ClassificationDiagnostic | CodeCode Available | 0 |
| auditor: an R Package for Model-Agnostic Visual Validation and Diagnostics | Sep 19, 2018 | Diagnostic | CodeCode Available | 0 |
| Lost in Space: Probing Fine-grained Spatial Understanding in Vision and Language Resamplers | Apr 21, 2024 | DiagnosticImage Captioning | CodeCode Available | 0 |
| A Retrospective Systematic Study on Hierarchical Sparse Query Transformer-assisted Ultrasound Screening for Early Hepatocellular Carcinoma | Feb 6, 2025 | ClassificationDiagnostic | CodeCode Available | 0 |
| Optic Disc Segmentation using Disk-Centered Patch Augmentation | Oct 1, 2021 | DiagnosticOptic Disc Segmentation | CodeCode Available | 0 |
| Category-orthogonal object features guide information processing in recurrent neural networks trained for object categorization | Nov 15, 2021 | DiagnosticObject | CodeCode Available | 0 |
| The Gap on GAP: Tackling the Problem of Differing Data Distributions in Bias-Measuring Datasets | Nov 3, 2020 | coreference-resolutionCoreference Resolution | CodeCode Available | 0 |
| GasHisSDB: A New Gastric Histopathology Image Dataset for Computer Aided Diagnosis of Gastric Cancer | Jun 4, 2021 | BIG-bench Machine LearningDiagnostic | CodeCode Available | 0 |
| The Mixed Aggregate Preference Logit Model: A Machine Learning Approach to Modeling Unobserved Heterogeneity in Discrete Choice Analysis | Jan 31, 2024 | Decision MakingDiagnostic | CodeCode Available | 0 |
| Renal Cell Carcinoma Detection and Subtyping with Minimal Point-Based Annotation in Whole-Slide Images | Aug 12, 2020 | Diagnosticwhole slide images | CodeCode Available | 0 |
| Lower Bounds on Cross-Entropy Loss in the Presence of Test-time Adversaries | Apr 16, 2021 | Diagnostic | CodeCode Available | 0 |
| Deep Learning-Based Noninvasive Screening of Type 2 Diabetes with Chest X-ray Images and Electronic Health Records | Dec 14, 2024 | DiagnosticFeature Engineering | CodeCode Available | 0 |
| Low latency optical-based mode tracking with machine learning deployed on FPGAs on a tokamak | Nov 30, 2023 | Diagnostic | CodeCode Available | 0 |
| Few-Shot Transfer Learning to improve Chest X-Ray pathology detection using limited triplets | Apr 16, 2022 | DiagnosticFew-Shot Learning | CodeCode Available | 0 |
| Exploiting ChatGPT for Diagnosing Autism-Associated Language Disorders and Identifying Distinct Features | May 3, 2024 | DiagnosticLanguage Modelling | CodeCode Available | 0 |
| AI-Enhanced 7-Point Checklist for Melanoma Detection Using Clinical Knowledge Graphs and Data-Driven Quantification | Jul 23, 2024 | AttributeClinical Knowledge | CodeCode Available | 0 |
| FHBench: Towards Efficient and Personalized Federated Learning for Multimodal Healthcare | Apr 15, 2025 | BenchmarkingDiagnostic | CodeCode Available | 0 |
| FibroVit—Vision transformer-based framework for detection and classification of pulmonary fibrosis from chest CT images | Nov 8, 2023 | DiagnosticSpecificity | CodeCode Available | 0 |
| Fidelity Isn't Accuracy: When Linearly Decodable Functions Fail to Match the Ground Truth | Jun 13, 2025 | Diagnosticregression | CodeCode Available | 0 |
| Rene: A Pre-trained Multi-modal Architecture for Auscultation of Respiratory Diseases | May 13, 2024 | Audio ClassificationDiagnostic | CodeCode Available | 0 |
| Explaining a Neural Attention Model for Aspect-Based Sentiment Classification Using Diagnostic Classification | Mar 29, 2021 | ClassificationDiagnostic | CodeCode Available | 0 |
| Explainable machine learning for neoplasms diagnosis via electrocardiograms: an externally validated study | Dec 10, 2024 | DiagnosticManagement | CodeCode Available | 0 |
| Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images | Jun 4, 2018 | DescriptiveDiagnostic | CodeCode Available | 0 |
| Attention-Based Deep Neural Networks for Detection of Cancerous and Precancerous Esophagus Tissue on Histopathological Slides | Nov 20, 2018 | Crop ClassificationDiagnostic | CodeCode Available | 0 |
| Explainability Through Human-Centric Design for XAI in Lung Cancer Detection | May 14, 2025 | DiagnosticLung Cancer Diagnosis | CodeCode Available | 0 |
| Evidence Is All You Need: Ordering Imaging Studies via Language Model Alignment with the ACR Appropriateness Criteria | Sep 27, 2024 | AllDiagnostic | CodeCode Available | 0 |
| Attribute Diversity Determines the Systematicity Gap in VQA | Nov 15, 2023 | AttributeDiagnostic | CodeCode Available | 0 |
| LRBmat: A Novel Gut Microbial Interaction and Individual Heterogeneity Inference Method for Colorectal Cancer | Mar 13, 2023 | Diagnostic | CodeCode Available | 0 |
| AI-enabled Assessment of Cardiac Systolic and Diastolic Function from Echocardiography | Mar 21, 2022 | DiagnosticManagement | CodeCode Available | 0 |