| 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 |
| An Attention-based Weakly Supervised framework for Spitzoid Melanocytic Lesion Diagnosis in WSI | Apr 20, 2021 | Multiple Instance LearningPrognosis | —Unverified | 0 |
| Multi-compartment diffusion MRI, T2 relaxometry and myelin water imaging as neuroimaging descriptors for anomalous tissue detection | Apr 15, 2021 | Diffusion MRIPrognosis | —Unverified | 0 |
| Piecewise-linear modelling with feature selection for Li-ion battery end of life prognosis | Apr 15, 2021 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Prediction of Prognosis and Survival of Patients with Gastric Cancer by Weighted Improved Random Forest Model | Apr 10, 2021 | EpidemiologyPrognosis | —Unverified | 0 |
| Information Bottleneck Attribution for Visual Explanations of Diagnosis and Prognosis | Apr 7, 2021 | Prognosis | —Unverified | 0 |
| FedPandemic: A Cross-Device Federated Learning Approach Towards Elementary Prognosis of Diseases During a Pandemic | Apr 5, 2021 | Federated LearningPrognosis | —Unverified | 0 |
| Glioma Prognosis: Segmentation of the Tumor and Survival Prediction using Shape, Geometric and Clinical Information | Apr 2, 2021 | PrognosisSegmentation | —Unverified | 0 |
| A Dynamic Battery State-of-Health Forecasting Model for Electric Trucks: Li-Ion Batteries Case-Study | Mar 30, 2021 | Prognosis | —Unverified | 0 |
| Development and Validation of a Deep Learning Model for Prediction of Severe Outcomes in Suspected COVID-19 Infection | Mar 21, 2021 | ManagementPrognosis | —Unverified | 0 |
| Deep ROC Analysis and AUC as Balanced Average Accuracy to Improve Model Selection, Understanding and Interpretation | Mar 21, 2021 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Glioblastoma Multiforme Prognosis: MRI Missing Modality Generation, Segmentation and Radiogenomic Survival Prediction | Mar 17, 2021 | DecoderGenerative Adversarial Network | CodeCode Available | 0 |
| Exploring Genetic-histologic Relationships in Breast Cancer | Mar 15, 2021 | Prognosis | CodeCode Available | 0 |
| Light chain systemic amyloidosis manifested as liver failure complicated with fatal spontaneous splenic rupture: A case report | Mar 13, 2021 | Prognosis | —Unverified | 0 |
| Radiomic Deformation and Textural Heterogeneity (R-DepTH) Descriptor to characterize Tumor Field Effect: Application to Survival Prediction in Glioblastoma | Mar 12, 2021 | PrognosisSurvival Prediction | —Unverified | 0 |
| Active Selection of Classification Features | Feb 26, 2021 | Active LearningClassification | CodeCode Available | 0 |
| Disentangling brain heterogeneity via semi-supervised deep-learning and MRI: dimensional representations of Alzheimer's Disease | Feb 24, 2021 | AnatomyClustering | —Unverified | 0 |
| Cell abundance aware deep learning for cell detection on highly imbalanced pathological data | Feb 23, 2021 | Cell DetectionDeep Learning | CodeCode Available | 0 |
| A System for 3D Reconstruction Of Comminuted Tibial Plafond Bone Fractures | Feb 23, 2021 | 3D ReconstructionAnatomy | —Unverified | 0 |
| Post-hoc Overall Survival Time Prediction from Brain MRI | Feb 22, 2021 | Brain Tumor SegmentationPrediction | CodeCode Available | 0 |
| COVID-19 identification from volumetric chest CT scans using a progressively resized 3D-CNN incorporating segmentation, augmentation, and class-rebalancing | Feb 11, 2021 | COVID-19 DiagnosisPrognosis | —Unverified | 0 |
| Enhancing Human-Machine Teaming for Medical Prognosis Through Neural Ordinary Differential Equations (NODEs) | Feb 8, 2021 | Explainable Artificial Intelligence (XAI)Prediction | —Unverified | 0 |
| Machine Learning Applications on Neuroimaging for Diagnosis and Prognosis of Epilepsy: A Review | Feb 5, 2021 | BIG-bench Machine LearningEEG | —Unverified | 0 |
| Multi-Threshold Attention U-Net (MTAU) based Model for Multimodal Brain Tumor Segmentation in MRI scans | Jan 29, 2021 | Brain Tumor SegmentationPrognosis | —Unverified | 0 |
| A Machine Learning Challenge for Prognostic Modelling in Head and Neck Cancer Using Multi-modal Data | Jan 28, 2021 | BIG-bench Machine LearningPrognosis | —Unverified | 0 |
| Glioblastoma Multiforme Patient Survival Prediction | Jan 26, 2021 | Brain Tumor SegmentationPrediction | —Unverified | 0 |
| A survey on shape-constraint deep learning for medical image segmentation | Jan 19, 2021 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Feature Fusion of Raman Chemical Imaging and Digital Histopathology using Machine Learning for Prostate Cancer Detection | Jan 18, 2021 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| Morphological Change Forecasting for Prostate Glands using Feature-based Registration and Kernel Density Extrapolation | Jan 16, 2021 | Density EstimationHoldout Set | —Unverified | 0 |
| Cortical Surface Shape Analysis Based on Alexandrov Polyhedra | Jan 1, 2021 | Prognosis | —Unverified | 0 |
| Generative Time-series Modeling with Fourier Flows | Jan 1, 2021 | PrognosisTime Series | —Unverified | 0 |
| Beyond COVID-19 Diagnosis: Prognosis with Hierarchical Graph Representation Learning | Jan 1, 2021 | Computed Tomography (CT)COVID-19 Diagnosis | —Unverified | 0 |
| Diagnosis/Prognosis of COVID-19 Images: Challenges, Opportunities, and Applications | Dec 28, 2020 | EpidemiologyManagement | —Unverified | 0 |
| Mixture Model Framework for Traumatic Brain Injury Prognosis Using Heterogeneous Clinical and Outcome Data | Dec 22, 2020 | Missing ValuesPrognosis | —Unverified | 0 |
| A Hybrid VDV Model for Automatic Diagnosis of Pneumothorax using Class-Imbalanced Chest X-rays Dataset | Dec 22, 2020 | Prognosis | —Unverified | 0 |
| Handling uncertainty using features from pathology: opportunities in primary care data for developing high risk cancer survival methods | Dec 17, 2020 | EpidemiologyPrognosis | —Unverified | 0 |
| Describing the Structural Phenotype of the Glaucomatous Optic Nerve Head Using Artificial Intelligence | Dec 17, 2020 | DiagnosticPrognosis | —Unverified | 0 |
| AIforCOVID: predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study | Dec 11, 2020 | Computed Tomography (CT)Management | CodeCode Available | 0 |
| Discovering Clinically Meaningful Shape Features for the Analysis of Tumor Pathology Images | Dec 9, 2020 | Prognosis | CodeCode Available | 0 |
| Using Persistent Homology Topological Features to Characterize Medical Images: Case Studies on Lung and Brain Cancers | Dec 7, 2020 | Prognosis | CodeCode Available | 0 |
| TRACE: Early Detection of Chronic Kidney Disease Onset with Transformer-Enhanced Feature Embedding | Dec 3, 2020 | Disease PredictionPrognosis | —Unverified | 0 |
| MAVIDH Score: A COVID-19 Severity Scoring using Chest X-Ray Pathology Features | Nov 30, 2020 | COVID-19 DiagnosisPrognosis | CodeCode Available | 0 |
| Clinical prediction system of complications among COVID-19 patients: a development and validation retrospective multicentre study | Nov 28, 2020 | Model SelectionPrognosis | CodeCode Available | 0 |
| Supervised Machine Learning Models for Prediction of COVID-19 Infection using Epidemiology Dataset | Nov 27, 2020 | EpidemiologyPrognosis | —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 |
| CancerNet-SCa: Tailored Deep Neural Network Designs for Detection of Skin Cancer from Dermoscopy Images | Nov 21, 2020 | ManagementPrognosis | CodeCode Available | 0 |
| Transcriptome profiling research in urothelial cell carcinoma | Nov 20, 2020 | Prognosis | —Unverified | 0 |
| Deep learning models for gastric signet ring cell carcinoma classification in whole slide images | Nov 18, 2020 | General ClassificationPrognosis | —Unverified | 0 |
| A Knowledge Distillation Ensemble Framework for Predicting Short and Long-term Hospitalisation Outcomes from Electronic Health Records Data | Nov 18, 2020 | Decision MakingICU Admission | CodeCode Available | 0 |
| A Transfer Learning Based Active Learning Framework for Brain Tumor Classification | Nov 16, 2020 | Active LearningBrain Tumor Classification | —Unverified | 0 |