| Segmentation with Residual Attention U-Net and an Edge-Enhancement Approach Preserves Cell Shape Features | Jan 15, 2020 | Cell SegmentationCell Tracking | CodeCode Available | 1 |
| Spinal Metastases Segmentation in MR Imaging using Deep Convolutional Neural Networks | Jan 8, 2020 | DiagnosticSegmentation | —Unverified | 0 |
| Learning to Encode and Classify Test Executions | Jan 8, 2020 | General ClassificationSpecificity | —Unverified | 0 |
| Segmentation of Cellular Patterns in Confocal Images of Melanocytic Lesions in vivo via a Multiscale Encoder-Decoder Network (MED-Net) | Jan 3, 2020 | DecoderSegmentation | —Unverified | 0 |
| Aligning Statistical Dynamics Captures Biological Network Functioning | Dec 29, 2019 | Specificity | —Unverified | 0 |
| A generalization of the symmetrical and optimal probability-to-possibility transformations | Dec 29, 2019 | Authorship AttributionSpecificity | —Unverified | 0 |
| Computational model discovery with reinforcement learning | Dec 29, 2019 | Deep Reinforcement Learningmodel | —Unverified | 0 |
| Explain Your Move: Understanding Agent Actions Using Specific and Relevant Feature Attribution | Dec 23, 2019 | Atari GamesBoard Games | CodeCode Available | 0 |
| Hierarchical Target-Attentive Diagnosis Prediction in Heterogeneous Information Networks | Dec 22, 2019 | feature selectionPrediction | —Unverified | 0 |
| Heterogeneous tissue characterization using ultrasound: a comparison of fractal analysis backscatter models on liver tumors | Dec 20, 2019 | Specificity | —Unverified | 0 |
| A Novel Automation-Assisted Cervical Cancer Reading Method Based on Convolutional Neural Network | Dec 14, 2019 | Cell Segmentationobject-detection | —Unverified | 0 |
| Explainable artificial intelligence model to predict acute critical illness from electronic health records | Dec 3, 2019 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Detecting mechanical loosening of total hip replacement implant from plain radiograph using deep convolutional neural network | Dec 2, 2019 | Decision MakingDiagnostic | —Unverified | 0 |
| Stochastic tissue window normalization of deep learning on computed tomography | Dec 1, 2019 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |
| Spike-and-wave epileptiform discharge pattern detection based on Kendall's Tau-b coefficient | Nov 29, 2019 | Specificity | —Unverified | 0 |
| An Efficient Machine Learning-based Elderly Fall Detection Algorithm | Nov 27, 2019 | BIG-bench Machine LearningSpecificity | —Unverified | 0 |
| Automated Coronary Artery Atherosclerosis Detection and Weakly Supervised Localization on Coronary CT Angiography with a Deep 3-Dimensional Convolutional Neural Network | Nov 26, 2019 | Specificity | —Unverified | 0 |
| Knowledge Graph Transfer Network for Few-Shot Recognition | Nov 21, 2019 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 0 |
| Object-based multi-temporal and multi-source land cover mapping leveraging hierarchical class relationships | Nov 20, 2019 | SpecificityTime Series | CodeCode Available | 0 |
| Pleiotropy enables specific and accurate signaling in the presence of ligand cross talk | Nov 14, 2019 | Specificity | —Unverified | 0 |
| MCPA: Program Analysis as Machine Learning | Nov 12, 2019 | BIG-bench Machine LearningSpecificity | —Unverified | 0 |
| Contrastive Multi-document Question Generation | Nov 8, 2019 | Contrastive LearningQuestion Generation | CodeCode Available | 0 |
| A multiple testing framework for diagnostic accuracy studies with co-primary endpoints | Nov 8, 2019 | DiagnosticModel Selection | CodeCode Available | 0 |
| Knockdown of human AMPK using the CRISPR-Cas9 genome-editing system | Nov 6, 2019 | Specificity | —Unverified | 0 |
| Specificity-Driven Cascading Approach for Unsupervised Sentiment Modification | Nov 1, 2019 | Specificity | —Unverified | 0 |
| Comparing and Developing Tools to Measure the Readability of Domain-Specific Texts | Nov 1, 2019 | ArticlesSpecificity | —Unverified | 0 |
| Extract and Aggregate: A Novel Domain-Independent Approach to Factual Data Verification | Nov 1, 2019 | Fact CheckingFact Verification | —Unverified | 0 |
| Roles of repertoire diversity in robustness of humoral immune response | Oct 29, 2019 | DiversitySpecificity | —Unverified | 0 |
| Hybrid Machine Learning Model of Extreme Learning Machine Radial basis function for Breast Cancer Detection and Diagnosis; a Multilayer Fuzzy Expert System | Oct 29, 2019 | Breast Cancer DetectionHybrid Machine Learning | —Unverified | 0 |
| Classification of Neurodevelopmental Age in Normal Infants Using 3D-CNN based on Brain MRI | Oct 27, 2019 | Age EstimationGeneral Classification | —Unverified | 0 |
| Dense Dilated Network with Probability Regularized Walk for Vessel Detection | Oct 26, 2019 | DecoderSpecificity | —Unverified | 0 |
| Improved functional MRI activation mapping in white matter through diffusion-adapted spatial filtering | Oct 24, 2019 | DenoisingDiffusion MRI | —Unverified | 0 |
| Screening for REM Sleep Behaviour Disorder with Minimal Sensors | Oct 24, 2019 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| Community-Level Anomaly Detection for Anti-Money Laundering | Oct 24, 2019 | Anomaly DetectionDictionary Learning | —Unverified | 0 |
| Trident Segmentation CNN: A Spatiotemporal Transformation CNN for Punctate White Matter Lesions Segmentation in Preterm Neonates | Oct 22, 2019 | SegmentationSpecificity | CodeCode Available | 0 |
| Supervised Machine Learning based Ensemble Model for Accurate Prediction of Type 2 Diabetes | Oct 18, 2019 | BIG-bench Machine LearningSpecificity | —Unverified | 0 |
| Large-scale Gastric Cancer Screening and Localization Using Multi-task Deep Neural Network | Oct 9, 2019 | Specificitywhole slide images | —Unverified | 0 |
| Hybrid Adaptive Neuro-Fuzzy Inference System for Diagnosing the Liver Disorders | Oct 3, 2019 | Specificity | —Unverified | 0 |
| Multi-subject MEG/EEG source imaging with sparse multi-task regression | Oct 3, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Ward2ICU: A Vital Signs Dataset of Inpatients from the General Ward | Oct 2, 2019 | Binary ClassificationGenerative Adversarial Network | CodeCode Available | 0 |
| Identifying Cancer Patients at Risk for Heart Failure Using Machine Learning Methods | Oct 1, 2019 | BIG-bench Machine LearningSpecificity | —Unverified | 0 |
| Learning to estimate label uncertainty for automatic radiology report parsing | Oct 1, 2019 | Specificity | —Unverified | 0 |
| Deep neural networks for automated classification of colorectal polyps on histopathology slides: A multi-institutional evaluation | Sep 27, 2019 | ClassificationDiagnostic | —Unverified | 0 |
| A Hybrid Deep Learning Architecture for Leukemic B-lymphoblast Classification | Sep 26, 2019 | ClassificationData Augmentation | —Unverified | 0 |
| Single-modal and Multi-modal False Arrhythmia Alarm Reduction using Attention-based Convolutional and Recurrent Neural Networks | Sep 25, 2019 | SensitivitySpecificity | —Unverified | 0 |
| Deep learning vessel segmentation and quantification of the foveal avascular zone using commercial and prototype OCT-A platforms | Sep 25, 2019 | Specificity | —Unverified | 0 |
| Specificity-Based Sentence Ordering for Multi-Document Extractive Risk Summarization | Sep 23, 2019 | Extractive SummarizationSentence | —Unverified | 0 |
| Hydrocephalus verification on brain magnetic resonance images with deep convolutional neural networks and "transfer learning" technique | Sep 23, 2019 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Automated detection of oral pre-cancerous tongue lesions using deep learning for early diagnosis of oral cavity cancer | Sep 18, 2019 | General ClassificationManagement | —Unverified | 0 |
| A Tsetlin Machine with Multigranular Clauses | Sep 16, 2019 | Specificity | CodeCode Available | 0 |