| Ensemble Learning of Colorectal Cancer Survival Rates | Sep 2, 2014 | ClusteringEnsemble Learning | —Unverified | 0 | 0 |
| A New Deep Learning and XAI-Based Algorithm for Features Selection in Genomics | Mar 29, 2023 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 | 0 |
| A Global Cybersecurity Standardization Framework for Healthcare Informatics | Oct 6, 2024 | Prognosis | —Unverified | 0 | 0 |
| Beyond Segmentation: Confidence-Aware and Debiased Estimation of Ratio-based Biomarkers | May 26, 2025 | Decision MakingPrognosis | —Unverified | 0 | 0 |
| Beyond Feature Importance: Feature Interactions in Predicting Post-Stroke Rigidity with Graph Explainable AI | Apr 10, 2025 | Feature ImportanceGraph Attention | —Unverified | 0 | 0 |
| An Evolutional Neural Network Framework for Classification of Microarray Data | Nov 20, 2024 | feature selectionPrognosis | —Unverified | 0 | 0 |
| Beyond COVID-19 Diagnosis: Prognosis with Hierarchical Graph Representation Learning | Jan 1, 2021 | Computed Tomography (CT)COVID-19 Diagnosis | —Unverified | 0 | 0 |
| Beyond attention: deriving biologically interpretable insights from weakly-supervised multiple-instance learning models | Sep 7, 2023 | Multiple Instance LearningPrognosis | —Unverified | 0 | 0 |
| An evaluation of DNA-damage response and cell-cycle pathways for breast cancer classification | May 19, 2015 | Cancer Classificationfeature selection | —Unverified | 0 | 0 |
| AgentMD: Empowering Language Agents for Risk Prediction with Large-Scale Clinical Tool Learning | Feb 20, 2024 | Prognosis | —Unverified | 0 | 0 |
| Adapting Segment Anything Model to Melanoma Segmentation in Microscopy Slide Images | Oct 3, 2024 | parameter-efficient fine-tuningPrognosis | —Unverified | 0 | 0 |
| Electrocardiogram (ECG) Based Cardiac Arrhythmia Detection and Classification using Machine Learning Algorithms | Dec 7, 2024 | Arrhythmia DetectionBinary Classification | —Unverified | 0 | 0 |
| Efficient Uncertainty Quantification in a Multiscale Model of Pulmonary Arterial and Venous Hemodynamics | Sep 8, 2023 | ManagementPrognosis | —Unverified | 0 | 0 |
| Efficient Parameter Adaptation for Multi-Modal Medical Image Segmentation and Prognosis | Apr 18, 2025 | Image SegmentationMedical Image Segmentation | —Unverified | 0 | 0 |
| Benchmarking Histopathology Foundation Models for Ovarian Cancer Bevacizumab Treatment Response Prediction from Whole Slide Images | Jul 30, 2024 | BenchmarkingMultiple Instance Learning | —Unverified | 0 | 0 |
| Efficiently Training Vision Transformers on Structural MRI Scans for Alzheimer's Disease Detection | Mar 14, 2023 | Alzheimer's Disease DetectionData Augmentation | —Unverified | 0 | 0 |
| Electrode SOC and SOH estimation with electrode-level ECMs | Oct 22, 2024 | ManagementPrognosis | —Unverified | 0 | 0 |
| Electronic Health Records-Based Data-Driven Diabetes Knowledge Unveiling and Risk Prognosis | Dec 5, 2024 | Diabetes PredictionPrognosis | —Unverified | 0 | 0 |
| Embedded deep learning in ophthalmology: Making ophthalmic imaging smarter | Oct 13, 2018 | Deep LearningPrognosis | —Unverified | 0 | 0 |
| [Beat-to-beat AV nodal assessment] ECG-based beat-to-beat assessment of AV node conduction properties during AF | Jun 24, 2025 | Prognosis | —Unverified | 0 | 0 |
| Nigerian Schizophrenia EEG Dataset (NSzED) Towards Data-Driven Psychiatry in Africa | Nov 30, 2023 | DiagnosticEEG | —Unverified | 0 | 0 |
| Enhancing Human-Machine Teaming for Medical Prognosis Through Neural Ordinary Differential Equations (NODEs) | Feb 8, 2021 | Explainable Artificial Intelligence (XAI)Prediction | —Unverified | 0 | 0 |
| Enhancing Skin Disease Classification Leveraging Transformer-based Deep Learning Architectures and Explainable AI | Jul 20, 2024 | PrognosisTransfer Learning | —Unverified | 0 | 0 |
| Bayesian multi-domain learning for cancer subtype discovery from next-generation sequencing count data | Oct 22, 2018 | Multi-Task LearningPrognosis | —Unverified | 0 | 0 |
| An ensemble of machine learning and anti-learning methods for predicting tumour patient survival rates | Jul 21, 2016 | BIG-bench Machine Learningfeature selection | —Unverified | 0 | 0 |
| Ensemble Neural Networks for Remaining Useful Life (RUL) Prediction | Sep 21, 2023 | PredictionPrognosis | —Unverified | 0 | 0 |
| Efficient and Comprehensive Feature Extraction in Large Vision-Language Model for Pathology Analysis | Dec 12, 2024 | DiagnosticLanguage Modeling | —Unverified | 0 | 0 |
| Effect of Stress Ulcers Prophylaxis, Sedative and Statin on Ventilator-Associated Pneumonia: A Retrospective Analysis Based on MIMIC Database | Jun 20, 2022 | Prognosisregression | —Unverified | 0 | 0 |
| Effect of Random Histogram Equalization on Breast Calcification Analysis Using Deep Learning | May 3, 2022 | Data AugmentationManagement | —Unverified | 0 | 0 |
| Effectiveness of regional diffusion MRI measures in distinguishing multiple sclerosis abnormalities within the cervical spinal cord | Aug 9, 2021 | Diffusion MRIPrognosis | —Unverified | 0 | 0 |
| Estimating the extent of glioblastoma invasion | Jan 15, 2020 | Prognosis | —Unverified | 0 | 0 |
| Evaluación del Cambio en la Musculatura y Adiposidad y su Relación con la Recurrencia del Carcinoma de Cabeza y Cuello mediante PET/CT y MRI | Nov 25, 2024 | Prognosis | —Unverified | 0 | 0 |
| Evaluating Large Language Models for Real-World Engineering Tasks | May 12, 2025 | Prognosis | —Unverified | 0 | 0 |
| Evidential time-to-event prediction with calibrated uncertainty quantification | Nov 12, 2024 | Decision MakingPrediction | —Unverified | 0 | 0 |
| Battery GraphNets : Relational Learning for Lithium-ion Batteries(LiBs) Life Estimation | Aug 14, 2024 | Graph LearningPrognosis | —Unverified | 0 | 0 |
| Explainable AI for clinical risk prediction: a survey of concepts, methods, and modalities | Aug 16, 2023 | Decision MakingExplainable Models | —Unverified | 0 | 0 |
| Explainable artificial intelligence in breast cancer detection and risk prediction: A systematic scoping review | Jul 12, 2024 | Breast Cancer DetectionExplainable artificial intelligence | —Unverified | 0 | 0 |
| Explainable Artificial Intelligence Reveals Novel Insight into Tumor Microenvironment Conditions Linked with Better Prognosis in Patients with Breast Cancer | Apr 24, 2021 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 | 0 |
| Explainable Deep Learning in Healthcare: A Methodological Survey from an Attribution View | Dec 5, 2021 | Decision MakingPrognosis | —Unverified | 0 | 0 |
| An end-to-end framework for gene expression classification by integrating a background knowledge graph: application to cancer prognosis prediction | Jun 29, 2023 | Prognosis | —Unverified | 0 | 0 |
| Edge-Enhanced Dual Discriminator Generative Adversarial Network for Fast MRI with Parallel Imaging Using Multi-view Information | Dec 10, 2021 | Generative Adversarial NetworkImage Reconstruction | —Unverified | 0 | 0 |
| dynamic Long Short-Term Memory Neural-Network-Based Indict Remaining-Useful-Life Prognosis for Satellite Lithium-ion Battery | Nov 28, 2018 | Incremental LearningL2 Regularization | —Unverified | 0 | 0 |
| A Wearable Social Interaction Aid for Children with Autism | Apr 19, 2020 | Emotion RecognitionMemorization | —Unverified | 0 | 0 |
| Exploring The Contribution of Innate Immune Cells to Breast Cancer Immunotherapy | Jul 6, 2023 | Prognosis | —Unverified | 0 | 0 |
| An Automated Approach for Timely Diagnosis and Prognosis of Coronavirus Disease | Apr 29, 2021 | Computed Tomography (CT)Management | —Unverified | 0 | 0 |
| ADAgent: LLM Agent for Alzheimer's Disease Analysis with Collaborative Coordinator | Jun 11, 2025 | AI AgentLarge Language Model | —Unverified | 0 | 0 |
| A causal viewpoint on prediction model performance under changes in case-mix: discrimination and calibration respond differently for prognosis and diagnosis predictions | Sep 2, 2024 | Disease PredictionPrediction | —Unverified | 0 | 0 |
| Dual-path convolutional neural network using micro-FTIR imaging to predict breast cancer subtypes and biomarkers levels: estrogen receptor, progesterone receptor, HER2 and Ki67 | Oct 23, 2023 | Prognosis | —Unverified | 0 | 0 |
| Automatic tumour segmentation in H&E-stained whole-slide images of the pancreas | Dec 1, 2021 | PrognosisSegmentation | —Unverified | 0 | 0 |
| Domain Generalization for Medical Image Analysis: A Review | Oct 5, 2023 | Domain GeneralizationMedical Image Analysis | —Unverified | 0 | 0 |