| Q-space quantitative diffusion MRI measures using a stretched-exponential representation | Sep 15, 2020 | Diffusion MRIPrognosis | CodeCode Available | 0 |
| Machine learning predicts early onset of fever from continuous physiological data of critically ill patients | Sep 14, 2020 | BIG-bench Machine LearningDescriptive | —Unverified | 0 |
| Brain Tumor Survival Prediction using Radiomics Features | Sep 7, 2020 | Brain Tumor SegmentationPrediction | —Unverified | 0 |
| DeepPrognosis: Preoperative Prediction of Pancreatic Cancer Survival and Surgical Margin via Contrast-Enhanced CT Imaging | Aug 26, 2020 | PredictionPrognosis | —Unverified | 0 |
| Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans | Aug 14, 2020 | ArticlesBIG-bench Machine Learning | —Unverified | 0 |
| Review of Machine Learning Algorithms for Brain Stroke Diagnosis and Prognosis by EEG Analysis | Aug 6, 2020 | BIG-bench Machine LearningEEG | —Unverified | 0 |
| Remote atrial fibrillation burden estimation using deep recurrent neural network | Aug 5, 2020 | Electrocardiography (ECG)Prognosis | —Unverified | 0 |
| An artificial intelligence system for predicting the deterioration of COVID-19 patients in the emergency department | Aug 4, 2020 | COVID-19 DiagnosisDecision Making | CodeCode Available | 1 |
| Giant solitary fibrous tumor of the pleura | Jul 28, 2020 | DescriptiveDiagnostic | —Unverified | 0 |
| Pan-Cancer Computational Histopathology (PC-CHiP) analysis using deep learning | Jul 27, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 |
| Predicting risk of late age-related macular degeneration using deep learning | Jul 19, 2020 | Decision MakingDeep Learning | —Unverified | 0 |
| CovidCare: Transferring Knowledge from Existing EMR to Emerging Epidemic for Interpretable Prognosis | Jul 17, 2020 | DiagnosticKnowledge Distillation | —Unverified | 0 |
| Multi-Modality Information Fusion for Radiomics-based Neural Architecture Search | Jul 12, 2020 | Computed Tomography (CT)Neural Architecture Search | —Unverified | 0 |
| Multiscale modeling of glioma pseudopalisades: contributions from the tumor microenvironment | Jul 10, 2020 | Prognosis | —Unverified | 0 |
| Context-Aware Refinement Network Incorporating Structural Connectivity Prior for Brain Midline Delineation | Jul 10, 2020 | Prognosis | CodeCode Available | 1 |
| Trajectories, bifurcations and pseudotime in large clinical datasets: applications to myocardial infarction and diabetes data | Jul 7, 2020 | ClusteringData Visualization | CodeCode Available | 1 |
| HACT-Net: A Hierarchical Cell-to-Tissue Graph Neural Network for Histopathological Image Classification | Jul 1, 2020 | DiagnosticGeneral Classification | —Unverified | 0 |
| Functional MRI applications for psychiatric disease subtyping: a review | Jun 30, 2020 | Active LearningDiagnostic | —Unverified | 0 |
| An Approach for Clustering Subjects According to Similarities in Cell Distributions within Biopsies | Jun 30, 2020 | ClusteringPrognosis | —Unverified | 0 |
| An Immune-related lncRNAs Model for Prognostic of SKCM Patients Base on Cox Regression and Coexpression Analysis | Jun 17, 2020 | Prognosis | —Unverified | 0 |
| Locked in Syndrome Machine Learning Classification using Sentence Comprehension EEG Data | Jun 17, 2020 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| Improving performance of CNN to predict likelihood of COVID-19 using chest X-ray images with preprocessing algorithms | Jun 11, 2020 | Decision MakingPrognosis | —Unverified | 0 |
| Uncovering the Underlying Physics of Degrading System Behavior Through a Deep Neural Network Framework: The Case of Remaining Useful Life Prognosis | Jun 10, 2020 | ManagementPrognosis | —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 |
| Using Generative Models for Pediatric wbMRI | Jun 1, 2020 | Prognosis | —Unverified | 0 |
| Digital twin, physics-based model, and machine learning applied to damage detection in structures | May 29, 2020 | BIG-bench Machine LearningPrognosis | —Unverified | 0 |
| Multi-layer Trajectory Clustering: A Network Algorithm for Disease Subtyping | May 29, 2020 | ClusteringPrognosis | CodeCode Available | 0 |
| Artificial Neural Network Based Breast Cancer Screening: A Comprehensive Review | May 29, 2020 | Breast Cancer DetectionPrognosis | —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 |
| Hierarchical Bayesian Regression for Multi-Site Normative Modeling of Neuroimaging Data | May 25, 2020 | Prognosisregression | CodeCode Available | 1 |
| Deep learning mediated single time-point image-based prediction of embryo developmental outcome at the cleavage stage | May 21, 2020 | Prognosis | —Unverified | 0 |
| The challenges of deploying artificial intelligence models in a rapidly evolving pandemic | May 19, 2020 | COVID-19 DiagnosisDrug Discovery | —Unverified | 0 |
| SAGE: Sequential Attribute Generator for Analyzing Glioblastomas using Limited Dataset | May 14, 2020 | AttributePrognosis | —Unverified | 0 |
| Aortic Pressure Forecasting with Deep Sequence Learning | May 12, 2020 | PrognosisTime Series | —Unverified | 0 |
| Deep Recurrent Model for Individualized Prediction of Alzheimer's Disease Progression | May 6, 2020 | ImputationMissing Values | CodeCode Available | 1 |
| MV-RAN: Multiview recurrent aggregation network for echocardiographic sequences segmentation and full cardiac cycle analysis | May 1, 2020 | AnatomyDecision Making | —Unverified | 0 |
| Dynamic Predictions of Postoperative Complications from Explainable, Uncertainty-Aware, and Multi-Task Deep Neural Networks | Apr 27, 2020 | Decision MakingDeep Learning | —Unverified | 0 |
| AI-Driven CT-based quantification, staging and short-term outcome prediction of COVID-19 pneumonia | Apr 20, 2020 | Computed Tomography (CT)Management | —Unverified | 0 |
| A Wearable Social Interaction Aid for Children with Autism | Apr 19, 2020 | Emotion RecognitionMemorization | —Unverified | 0 |
| Weakly Supervised Deep Learning for COVID-19 Infection Detection and Classification from CT Images | Apr 14, 2020 | General ClassificationPrognosis | —Unverified | 0 |
| Latent regularization for feature selection using kernel methods in tumor classification | Apr 10, 2020 | ClassificationDimensionality Reduction | CodeCode Available | 0 |
| Review of Artificial Intelligence Techniques in Imaging Data Acquisition, Segmentation and Diagnosis for COVID-19 | Apr 6, 2020 | Computed Tomography (CT)Prognosis | CodeCode Available | 0 |
| Stage I non-small cell lung cancer stratification by using a model-based clustering algorithm with covariates | Apr 5, 2020 | ClusteringPrognosis | —Unverified | 0 |
| Detection of Perineural Invasion in Prostate Needle Biopsies with Deep Neural Networks | Apr 3, 2020 | DiagnosticPrognosis | —Unverified | 0 |
| Predicting the risk of pancreatic cancer with a CT-based ensemble AI algorithm | Apr 3, 2020 | DiagnosticPrognosis | —Unverified | 0 |
| A New Gene Selection Algorithm using Fuzzy-Rough Set Theory for Tumor Classification | Mar 26, 2020 | Classificationfeature selection | —Unverified | 0 |
| Mapping the Landscape of Artificial Intelligence Applications against COVID-19 | Mar 25, 2020 | Prognosis | —Unverified | 0 |
| Automated Detection of Cribriform Growth Patterns in Prostate Histology Images | Mar 23, 2020 | Decision MakingEnsemble Learning | —Unverified | 0 |
| Vox2Vox: 3D-GAN for Brain Tumour Segmentation | Mar 19, 2020 | Generative Adversarial NetworkPrognosis | CodeCode Available | 1 |
| Brain MRI-based 3D Convolutional Neural Networks for Classification of Schizophrenia and Controls | Mar 14, 2020 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |