| Controlling for Biasing Signals in Images for Prognostic Models: Survival Predictions for Lung Cancer with Deep Learning | Apr 1, 2019 | Deep LearningPrognosis | —Unverified | 0 |
| Convolutional XGBoost (C-XGBOOST) Model for Brain Tumor Detection | Jan 5, 2023 | image-classificationImage Classification | —Unverified | 0 |
| Cortical Surface Shape Analysis Based on Alexandrov Polyhedra | Jan 1, 2021 | Prognosis | —Unverified | 0 |
| VizECGNet: Visual ECG Image Network for Cardiovascular Diseases Classification with Multi-Modal Training and Knowledge Distillation | Aug 6, 2024 | ECG ClassificationKnowledge Distillation | —Unverified | 0 |
| Automated Segmentation of Ischemic Stroke Lesions in Non-Contrast Computed Tomography Images for Enhanced Treatment and Prognosis | Nov 14, 2024 | Ischemic Stroke Lesion SegmentationLesion Segmentation | —Unverified | 0 |
| Automated Peripancreatic Vessel Segmentation and Labeling Based on Iterative Trunk Growth and Weakly Supervised Mechanism | Mar 6, 2023 | PrognosisSegmentation | —Unverified | 0 |
| Detecting Bone Lesions in X-Ray Under Diverse Acquisition Conditions | Dec 15, 2022 | DiversityLesion Detection | —Unverified | 0 |
| Automated Multi-Process CTC Detection using Deep Learning | Sep 26, 2021 | Cell DetectionDeep Learning | —Unverified | 0 |
| Automated MRI based pipeline for glioma segmentation and prediction of grade, IDH mutation and 1p19q co-deletion | May 25, 2020 | ClassificationPrognosis | —Unverified | 0 |
| Analysis of the MICCAI Brain Tumor Segmentation -- Metastases (BraTS-METS) 2025 Lighthouse Challenge: Brain Metastasis Segmentation on Pre- and Post-treatment MRI | Apr 16, 2025 | Brain Tumor SegmentationPrognosis | —Unverified | 0 |
| Automated Huntington's Disease Prognosis via Biomedical Signals and Shallow Machine Learning | Feb 4, 2023 | Prognosis | —Unverified | 0 |
| Automated HER2 Scoring in Breast Cancer Images Using Deep Learning and Pyramid Sampling | Apr 1, 2024 | DiagnosticPrognosis | —Unverified | 0 |
| A dynamic risk score for early prediction of cardiogenic shock using machine learning | Mar 22, 2023 | Prognosis | —Unverified | 0 |
| A brain signature highly predictive of future progression to Alzheimer's dementia | Dec 21, 2017 | Prognosis | —Unverified | 0 |
| Detecting Histologic & Clinical Glioblastoma Patterns of Prognostic Relevance | Feb 1, 2023 | Decision MakingDiagnostic | —Unverified | 0 |
| Development and cytotoxic response of two proliferative MDA- MB-231 and non-proliferative SUM1315 three-dimensional cell culture models of triple-negative basal-like breast cancer cell lines | Nov 29, 2017 | Cultural Vocal Bursts Intensity PredictionPrognosis | —Unverified | 0 |
| Diagnosis and Prognosis of Head and Neck Cancer Patients using Artificial Intelligence | May 31, 2023 | PrognosisSegmentation | —Unverified | 0 |
| Automated Detection of Cribriform Growth Patterns in Prostate Histology Images | Mar 23, 2020 | Decision MakingEnsemble Learning | —Unverified | 0 |
| Atrial scars segmentation via potential learning in the graph-cuts framework | Oct 22, 2018 | Prognosis | —Unverified | 0 |
| An AI based Digital Score of Tumour-Immune Microenvironment Predicts Benefit to Maintenance Immunotherapy in Advanced Oesophagogastric Adenocarcinoma | Feb 29, 2024 | Prognosis | —Unverified | 0 |
| Atrial Scar Quantification via Multi-scale CNN in the Graph-cuts Framework | Feb 21, 2019 | Prognosis | —Unverified | 0 |
| A Transfer Learning Based Active Learning Framework for Brain Tumor Classification | Nov 16, 2020 | Active LearningBrain Tumor Classification | —Unverified | 0 |
| An Adversarial Learning Approach to Medical Image Synthesis for Lesion Detection | Oct 25, 2018 | Data AugmentationGeneral Classification | —Unverified | 0 |
| A Dynamic Battery State-of-Health Forecasting Model for Electric Trucks: Li-Ion Batteries Case-Study | Mar 30, 2021 | Prognosis | —Unverified | 0 |
| A Transferable Physics-Informed Framework for Battery Degradation Diagnosis, Knee-Onset Detection and Knee Prediction | Jan 24, 2025 | Feature EngineeringOnset Detection | —Unverified | 0 |
| A System for 3D Reconstruction Of Comminuted Tibial Plafond Bone Fractures | Feb 23, 2021 | 3D ReconstructionAnatomy | —Unverified | 0 |
| A Multi-State Diagnosis and Prognosis Framework with Feature Learning for Tool Condition Monitoring | Apr 30, 2018 | Fault DiagnosisPrognosis | —Unverified | 0 |
| A survey on shape-constraint deep learning for medical image segmentation | Jan 19, 2021 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Active Learning for Deep Learning-Based Hemodynamic Parameter Estimation | Mar 5, 2025 | Active LearningDeep Learning | —Unverified | 0 |
| DeepSelective: Feature Gating and Representation Matching for Interpretable Clinical Prediction | Apr 15, 2025 | Data CompressionDecision Making | —Unverified | 0 |
| A Smartphone based Application for Skin Cancer Classification Using Deep Learning with Clinical Images and Lesion Information | Apr 28, 2021 | Cancer ClassificationPrognosis | —Unverified | 0 |
| ASLseg: Adapting SAM in the Loop for Semi-supervised Liver Tumor Segmentation | Dec 13, 2023 | General KnowledgeImage Segmentation | —Unverified | 0 |
| A Multi-scenario Attention-based Generative Model for Personalized Blood Pressure Time Series Forecasting | Sep 7, 2024 | PrognosisRepresentation Learning | —Unverified | 0 |
| Adversarial Transformer for Repairing Human Airway Segmentation | Oct 21, 2022 | PrognosisSegmentation | —Unverified | 0 |
| A semi-automatic ultrasound image analysis system for the grading diagnosis of COVID-19 pneumonia | Nov 4, 2021 | PrognosisSpecificity | —Unverified | 0 |
| A Comprehensive Study on the Applications of Machine Learning for the Medical Diagnosis and Prognosis of Asthma | Apr 7, 2018 | Medical DiagnosisPrognosis | —Unverified | 0 |
| Deep Representation Learning of Tissue Metabolome and Computed Tomography Images Annotates Non-invasive Classification and Prognosis Prediction of NSCLC | May 24, 2023 | Computed Tomography (CT)Management | —Unverified | 0 |
| Deep Metric Learning-based Image Retrieval System for Chest Radiograph and its Clinical Applications in COVID-19 | Nov 26, 2020 | DiagnosticImage Retrieval | —Unverified | 0 |
| Deep learning to estimate the physical proportion of infected region of lung for COVID-19 pneumonia with CT image set | Jun 9, 2020 | Computed Tomography (CT)Prognosis | —Unverified | 0 |
| Artificial Neural Network Based Breast Cancer Screening: A Comprehensive Review | May 29, 2020 | Breast Cancer DetectionPrognosis | —Unverified | 0 |
| Deep learning models for gastric signet ring cell carcinoma classification in whole slide images | Nov 18, 2020 | General ClassificationPrognosis | —Unverified | 0 |
| Deep learning mediated single time-point image-based prediction of embryo developmental outcome at the cleavage stage | May 21, 2020 | Prognosis | —Unverified | 0 |
| Artificial intelligence techniques in inherited retinal diseases: A review | Oct 10, 2024 | Prognosis | —Unverified | 0 |
| A multiobjective deep learning approach for predictive classification in Neuroblastoma | Nov 22, 2017 | ClassificationDeep Learning | —Unverified | 0 |
| DeepMMSA: A Novel Multimodal Deep Learning Method for Non-small Cell Lung Cancer Survival Analysis | Jun 12, 2021 | Decision MakingMultimodal Deep Learning | —Unverified | 0 |
| Deep Learning in Breast Cancer Imaging: A Decade of Progress and Future Directions | Apr 13, 2023 | Deep LearningPrognosis | —Unverified | 0 |
| Deep Multi-Modal Classification of Intraductal Papillary Mucinous Neoplasms (IPMN) with Canonical Correlation Analysis | Oct 26, 2017 | General ClassificationMulti-modal Classification | —Unverified | 0 |
| Deep Multi-modal Fusion of Image and Non-image Data in Disease Diagnosis and Prognosis: A Review | Mar 25, 2022 | Decision MakingDiagnostic | —Unverified | 0 |
| Deep Multi-task Prediction of Lung Cancer and Cancer-free Progression from Censored Heterogenous Clinical Imaging | Nov 12, 2019 | Computed Tomography (CT)Diagnostic | —Unverified | 0 |
| Deep Learning for Reaction-Diffusion Glioma Growth Modelling: Towards a Fully Personalised Model? | Nov 26, 2021 | Prognosis | —Unverified | 0 |