| A Named Entity Recognition Corpus for Vietnamese Biomedical Texts to Support Tuberculosis Treatment | Jun 1, 2022 | DiagnosticFew-Shot Learning | CodeCode Available | 0 |
| Analyzing machine-learned representations: A natural language case study | Sep 12, 2019 | Diagnostic | CodeCode Available | 0 |
| COVID-19 Detection from Exhaled Breath | May 30, 2023 | DiagnosticSpecificity | CodeCode Available | 0 |
| Image Synthesis in Multi-Contrast MRI with Conditional Generative Adversarial Networks | Feb 5, 2018 | AnatomyDiagnostic | CodeCode Available | 0 |
| GCAN: Generative Counterfactual Attention-guided Network for Explainable Cognitive Decline Diagnostics based on fMRI Functional Connectivity | Mar 4, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| IMAN: An Adaptive Network for Robust NPC Mortality Prediction with Missing Modalities | Oct 24, 2024 | DiagnosticMortality Prediction | CodeCode Available | 0 |
| FACT: A Diagnostic for Group Fairness Trade-offs | Apr 7, 2020 | AttributeDiagnostic | CodeCode Available | 0 |
| Scale-up Unlearnable Examples Learning with High-Performance Computing | Jan 10, 2025 | Diagnostic | CodeCode Available | 0 |
| Dynamic Multimodal Information Bottleneck for Multimodality Classification | Nov 2, 2023 | ClassificationDiagnostic | CodeCode Available | 0 |
| AdverX-Ray: Ensuring X-Ray Integrity Through Frequency-Sensitive Adversarial VAEs | Feb 23, 2025 | DiagnosticImage Quality Assessment | CodeCode Available | 0 |
| Bridging Stepwise Lab-Informed Pretraining and Knowledge-Guided Learning for Diagnostic Reasoning | Oct 25, 2024 | DiagnosticPrediction | CodeCode Available | 0 |
| Impact of loss functions on the performance of a deep neural network designed to restore low-dose digital mammography | Nov 12, 2021 | Diagnostic | CodeCode Available | 0 |
| Supervised Convex Clustering | May 25, 2020 | ClusteringDiagnostic | CodeCode Available | 0 |
| ImplicitCell: Resolution Cell Modeling of Joint Implicit Volume Reconstruction and Pose Refinement in Freehand 3D Ultrasound | Mar 9, 2025 | Diagnostic | CodeCode Available | 0 |
| Supervised multi-specialist topic model with applications on large-scale electronic health record data | May 4, 2021 | DiagnosticPrediction | CodeCode Available | 0 |
| WeGleNet: A Weakly-Supervised Convolutional Neural Network for the Semantic Segmentation of Gleason Grades in Prostate Histology Images | May 21, 2021 | DiagnosticSemantic Segmentation | CodeCode Available | 0 |
| Modeling Diagnostic Label Correlation for Automatic ICD Coding | Jun 24, 2021 | DiagnosticMedical Code Prediction | CodeCode Available | 0 |
| DARNet: Dual-Attention Residual Network for Automatic Diagnosis of COVID-19 via CT Images | May 14, 2021 | Computed Tomography (CT)Diagnostic | CodeCode Available | 0 |
| scBIT: Integrating Single-cell Transcriptomic Data into fMRI-based Prediction for Alzheimer's Disease Diagnosis | Feb 4, 2025 | Binary ClassificationDiagnostic | CodeCode Available | 0 |
| Visualisation and 'diagnostic classifiers' reveal how recurrent and recursive neural networks process hierarchical structure | Nov 28, 2017 | Diagnostic | CodeCode Available | 0 |
| Biomed-DPT: Dual Modality Prompt Tuning for Biomedical Vision-Language Models | May 8, 2025 | Clinical KnowledgeDiagnostic | CodeCode Available | 0 |
| SCOPE-MRI: Bankart Lesion Detection as a Case Study in Data Curation and Deep Learning for Challenging Diagnoses | Apr 29, 2025 | DiagnosticLesion Detection | CodeCode Available | 0 |
| Model X-ray:Detecting Backdoored Models via Decision Boundary | Feb 27, 2024 | Diagnostic | CodeCode Available | 0 |
| Coupling-based Convergence Diagnostic and Stepsize Scheme for Stochastic Gradient Descent | Dec 15, 2024 | Diagnostic | CodeCode Available | 0 |
| A Complementary Global and Local Knowledge Network for Ultrasound denoising with Fine-grained Refinement | Oct 5, 2023 | DecoderDenoising | CodeCode Available | 0 |
| Coupled Input-Output Dimension Reduction: Application to Goal-oriented Bayesian Experimental Design and Global Sensitivity Analysis | Jun 19, 2024 | Combinatorial OptimizationDiagnostic | CodeCode Available | 0 |
| Dr-LLaVA: Visual Instruction Tuning with Symbolic Clinical Grounding | May 29, 2024 | Diagnostic | CodeCode Available | 0 |
| Using Apple Machine Learning Algorithms to Detect and Subclassify Non-Small Cell Lung Cancer | Aug 24, 2018 | BIG-bench Machine LearningDiagnostic | CodeCode Available | 0 |
| Analyzing Compositionality-Sensitivity of NLI Models | Nov 16, 2018 | DiagnosticNatural Language Inference | CodeCode Available | 0 |
| Counterfactual diagnosis | Oct 15, 2019 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 0 |
| DPN-SENet:A self-attention mechanism neural network for detection and diagnosis of COVID-19 from chest x-ray images | May 20, 2021 | Data AugmentationDiagnostic | CodeCode Available | 0 |
| Applications of Deep Learning to Nuclear Fusion Research | Nov 1, 2018 | Deep LearningDiagnostic | CodeCode Available | 0 |
| DOP: Diagnostic-Oriented Prompting for Large Language Models in Mathematical Correction | May 20, 2024 | DiagnosticMath | CodeCode Available | 0 |
| Toward an Integrated Decision Making Framework for Optimized Stroke Diagnosis with DSA and Treatment under Uncertainty | Jul 24, 2024 | Decision MakingDiagnostic | CodeCode Available | 0 |
| Checklist for responsible deep learning modeling of medical images based on COVID-19 detection studies | Dec 11, 2020 | ArticlesDiagnostic | CodeCode Available | 0 |
| Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study | Jun 4, 2019 | Diagnostic | CodeCode Available | 0 |
| From Eye-blinks to State Construction: Diagnostic Benchmarks for Online Representation Learning | Nov 9, 2020 | Continual LearningDiagnostic | CodeCode Available | 0 |
| Monitoring of Perception Systems: Deterministic, Probabilistic, and Learning-based Fault Detection and Identification | May 22, 2022 | Autonomous DrivingDiagnostic | CodeCode Available | 0 |
| Improving Fairness of Automated Chest X-ray Diagnosis by Contrastive Learning | Jan 25, 2024 | Contrastive LearningCOVID-19 Diagnosis | CodeCode Available | 0 |
| Improving generalization of machine learning-identified biomarkers with causal modeling: an investigation into immune receptor diagnostics | Apr 20, 2022 | BIG-bench Machine LearningDiagnostic | CodeCode Available | 0 |
| A Physics-Informed Deep Learning Model for MRI Brain Motion Correction | Feb 13, 2025 | DiagnosticMotion Detection | CodeCode Available | 0 |
| Improving image quality of sparse-view lung tumor CT images with U-Net | Jul 28, 2023 | Computed Tomography (CT)Diagnostic | CodeCode Available | 0 |
| Monotonic Location Attention for Length Generalization | May 31, 2023 | DiagnosticPosition | CodeCode Available | 0 |
| Assessing domain adaptation techniques for mitosis detection in multi-scanner breast cancer histopathology images | Sep 1, 2021 | DiagnosticDomain Adaptation | CodeCode Available | 0 |
| MoRE: Multi-Modal Contrastive Pre-training with Transformers on X-Rays, ECGs, and Diagnostic Report | Oct 21, 2024 | DiagnosticMedical Diagnosis | CodeCode Available | 0 |
| Analyzing analytical methods: The case of phonology in neural models of spoken language | Apr 15, 2020 | Diagnostic | CodeCode Available | 0 |
| Core consistency diagnosis for Block Term Decomposition in rank (L_r, L_r, 1) | Dec 18, 2023 | Diagnostic | CodeCode Available | 0 |
| Toward Non-Invasive Diagnosis of Bankart Lesions with Deep Learning | Dec 9, 2024 | Deep LearningDiagnostic | CodeCode Available | 0 |
| Toward Robust Diagnosis: A Contour Attention Preserving Adversarial Defense for COVID-19 Detection | Nov 30, 2022 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 0 |
| An AI System for Continuous Knee Osteoarthritis Severity Grading Using Self-Supervised Anomaly Detection with Limited Data | Jul 16, 2024 | Anomaly DetectionDenoising | CodeCode Available | 0 |