| A novel method for Causal Structure Discovery from EHR data, a demonstration on type-2 diabetes mellitus | Nov 11, 2020 | Prognosis | —Unverified | 0 |
| Multi-modal, multi-task, multi-attention (M3) deep learning detection of reticular pseudodrusen: towards automated and accessible classification of age-related macular degeneration | Nov 9, 2020 | Deep LearningPrognosis | —Unverified | 0 |
| Cross-Modal Self-Attention Distillation for Prostate Cancer Segmentation | Nov 8, 2020 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Automatic Brain Tumor Segmentation with Scale Attention Network | Nov 6, 2020 | Brain Tumor SegmentationBraTS2021 | CodeCode Available | 0 |
| Survival prediction and risk estimation of Glioma patients using mRNA expressions | Nov 2, 2020 | Probabilistic ProgrammingPrognosis | —Unverified | 0 |
| Learning transition times in event sequences: the Event-Based Hidden Markov Model of disease progression | Nov 2, 2020 | Prognosis | —Unverified | 0 |
| A Deep Learning Study on Osteosarcoma Detection from Histological Images | Nov 2, 2020 | Deep LearningPrognosis | —Unverified | 0 |
| Classification of Syncope Cases in Norwegian Medical Records | Nov 1, 2020 | ClassificationPrognosis | —Unverified | 0 |
| Various Approaches for Predicting Stroke Prognosis using Magnetic Resonance Imaging Text Records | Nov 1, 2020 | PrognosisSentence | —Unverified | 0 |
| Development and Evaluation of a Deep Neural Network for Histologic Classification of Renal Cell Carcinoma on Biopsy and Surgical Resection Slides | Oct 30, 2020 | ClassificationDiagnostic | —Unverified | 0 |
| Predicting intubation support requirement of patients using Chest X-ray with Deep Representation Learning | Oct 28, 2020 | COVID-19 DiagnosisDeep Learning | CodeCode Available | 0 |
| Prognosis Prediction in Covid-19 Patients from Lab Tests and X-ray Data through Randomized Decision Trees | Oct 9, 2020 | BIG-bench Machine LearningPrognosis | —Unverified | 0 |
| MIA-Prognosis: A Deep Learning Framework to Predict Therapy Response | Oct 8, 2020 | Deep LearningPrognosis | CodeCode Available | 0 |
| 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 |
| Giant solitary fibrous tumor of the pleura | Jul 28, 2020 | DescriptiveDiagnostic | —Unverified | 0 |
| 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 |
| HACT-Net: A Hierarchical Cell-to-Tissue Graph Neural Network for Histopathological Image Classification | Jul 1, 2020 | DiagnosticGeneral Classification | —Unverified | 0 |
| An Approach for Clustering Subjects According to Similarities in Cell Distributions within Biopsies | Jun 30, 2020 | ClusteringPrognosis | —Unverified | 0 |
| Functional MRI applications for psychiatric disease subtyping: a review | Jun 30, 2020 | Active LearningDiagnostic | —Unverified | 0 |
| Locked in Syndrome Machine Learning Classification using Sentence Comprehension EEG Data | Jun 17, 2020 | BIG-bench Machine LearningDiagnostic | —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 |
| 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 |
| 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 |
| 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 |