| Pento-DIARef: A Diagnostic Dataset for Learning the Incremental Algorithm for Referring Expression Generation from Examples | May 24, 2023 | DiagnosticReferring Expression | CodeCode Available | 0 |
| DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification | May 29, 2025 | DiagnosticMulti-Task Learning | CodeCode Available | 0 |
| C2C: Cough to COVID-19 Detection in BHI 2023 Data Challenge | Nov 1, 2023 | COVID-19 DiagnosisData Augmentation | CodeCode Available | 0 |
| Going Deeper through the Gleason Scoring Scale: An Automatic end-to-end System for Histology Prostate Grading and Cribriform Pattern Detection | May 21, 2021 | Diagnosticwhole slide images | CodeCode Available | 0 |
| Building Flexible, Scalable, and Machine Learning-ready Multimodal Oncology Datasets | Sep 30, 2023 | Data IntegrationDiagnostic | CodeCode Available | 0 |
| Good-Enough Compositional Data Augmentation | Apr 21, 2019 | Data AugmentationDiagnostic | CodeCode Available | 0 |
| DED: Diagnostic Evidence Distillation for acne severity grading on face images | Oct 5, 2023 | Acne Severity GradingDiagnostic | CodeCode Available | 0 |
| A Targeted Accuracy Diagnostic for Variational Approximations | Feb 24, 2023 | Computational EfficiencyDiagnostic | CodeCode Available | 0 |
| GPT-HateCheck: Can LLMs Write Better Functional Tests for Hate Speech Detection? | Feb 23, 2024 | DiagnosticHate Speech Detection | CodeCode Available | 0 |
| Automated Grading System of Retinal Arterio-venous Crossing Patterns: A Deep Learning Approach Replicating Ophthalmologist's Diagnostic Process of Arteriolosclerosis | Nov 7, 2020 | Diagnostic | CodeCode Available | 0 |
| A Tale of Two Perplexities: Sensitivity of Neural Language Models to Lexical Retrieval Deficits in Dementia of the Alzheimer's Type | May 7, 2020 | DiagnosticRetrieval | CodeCode Available | 0 |
| Gram-based Attentive Neural Ordinary Differential Equations Network for Video Nystagmography Classification | Jan 1, 2023 | ClassificationDiagnostic | CodeCode Available | 0 |
| DECT-based Space-Squeeze Method for Multi-Class Classification of Metastatic Lymph Nodes in Breast Cancer | May 23, 2025 | DiagnosticMulti-class Classification | CodeCode Available | 0 |
| MD tree: a model-diagnostic tree grown on loss landscape | Jun 24, 2024 | Diagnostic | CodeCode Available | 0 |
| An Attentive Dual-Encoder Framework Leveraging Multimodal Visual and Semantic Information for Automatic OSAHS Diagnosis | Dec 25, 2024 | Diagnostic | CodeCode Available | 0 |
| Enhancing Diagnostic Precision in Gastric Bleeding through Automated Lesion Segmentation: A Deep DuS-KFCM Approach | Nov 21, 2024 | DiagnosticLesion Segmentation | CodeCode Available | 0 |
| Transforming Feature Space to Interpret Machine Learning Models | Apr 9, 2021 | BIG-bench Machine LearningDiagnostic | CodeCode Available | 0 |
| A Cross Attention Approach to Diagnostic Explainability using Clinical Practice Guidelines for Depression | Nov 23, 2023 | Clinical KnowledgeDiagnostic | CodeCode Available | 0 |
| Refining ADHD diagnosis with EEG: The impact of preprocessing and temporal segmentation on classification accuracy | Jul 11, 2024 | DiagnosticEEG | CodeCode Available | 0 |
| GRAPHITE: Graph-Based Interpretable Tissue Examination for Enhanced Explainability in Breast Cancer Histopathology | Jan 8, 2025 | DiagnosticGraph Attention | CodeCode Available | 0 |
| Performance Metrics for Probabilistic Ordinal Classifiers | Sep 15, 2023 | DiagnosticOrdinal Classification | CodeCode Available | 0 |
| Decision Support System for Chronic Diseases Based on Drug-Drug Interactions | Mar 4, 2023 | counterfactualDiagnostic | CodeCode Available | 0 |
| The Sensitivity of Language Models and Humans to Winograd Schema Perturbations | May 4, 2020 | Common Sense ReasoningDiagnostic | CodeCode Available | 0 |
| Step-by-Step Guidance to Differential Anemia Diagnosis with Real-World Data and Deep Reinforcement Learning | Dec 3, 2024 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Grounding Synthetic Data Evaluations of Language Models in Unsupervised Document Corpora | May 13, 2025 | BenchmarkingDiagnostic | CodeCode Available | 0 |