| Personalizing Dialogue Agents: I have a dog, do you have pets too? | Jan 22, 2018 | Conversational Response SelectionDialogue Generation | CodeCode Available | 1 |
| Learning and Inferring a Driver's Braking Action in Car-Following Scenarios | Jan 11, 2018 | SensitivitySpecificity | —Unverified | 0 |
| Lung and Pancreatic Tumor Characterization in the Deep Learning Era: Novel Supervised and Unsupervised Learning Approaches | Jan 10, 2018 | Multi-Task LearningPrognosis | —Unverified | 0 |
| Synthetic Data Augmentation using GAN for Improved Liver Lesion Classification | Jan 8, 2018 | ClassificationComputed Tomography (CT) | —Unverified | 0 |
| Improving utility of brain tumor confocal laser endomicroscopy: objective value assessment and diagnostic frame detection with convolutional neural networks | Jan 6, 2018 | DiagnosticSpecificity | —Unverified | 0 |
| Objective evaluation metrics for automatic classification of EEG events | Dec 29, 2017 | ClassificationEEG | —Unverified | 0 |
| Proteomics Analysis of FLT3-ITD Mutation in Acute Myeloid Leukemia Using Deep Learning Neural Network | Dec 29, 2017 | Deep LearningSpecificity | —Unverified | 0 |
| Corpus specificity in LSA and Word2vec: the role of out-of-domain documents | Dec 28, 2017 | SpecificityWord Embeddings | —Unverified | 0 |
| Automatic Analysis of EEGs Using Big Data and Hybrid Deep Learning Architectures | Dec 28, 2017 | BIG-bench Machine LearningEEG | —Unverified | 0 |
| A total uncertainty measure for D numbers based on belief intervals | Dec 25, 2017 | Specificity | —Unverified | 0 |
| PuRe: Robust pupil detection for real-time pervasive eye tracking | Dec 24, 2017 | Pupil DetectionSpecificity | CodeCode Available | 0 |
| A Framework for Enriching Lexical Semantic Resources with Distributional Semantics | Dec 23, 2017 | SpecificityWord Sense Disambiguation | —Unverified | 0 |
| Physical epistatic landscape of antibody binding affinity | Dec 11, 2017 | Specificity | CodeCode Available | 0 |
| MURA: Large Dataset for Abnormality Detection in Musculoskeletal Radiographs | Dec 11, 2017 | Anomaly DetectionSpecificity | CodeCode Available | 1 |
| DeepIso: A Deep Learning Model for Peptide Feature Detection | Dec 9, 2017 | Deep LearningDrug Design | —Unverified | 0 |
| A global feature extraction model for the effective computer aided diagnosis of mild cognitive impairment using structural MRI images | Dec 2, 2017 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Subject Selection on a Riemannian Manifold for Unsupervised Cross-subject Seizure Detection | Dec 1, 2017 | ClusteringEEG | —Unverified | 0 |
| Folded Recurrent Neural Networks for Future Video Prediction | Dec 1, 2017 | DecoderPrediction | CodeCode Available | 0 |
| Computational strategies for dissecting the high-dimensional complexity of adaptive immune repertoires | Nov 29, 2017 | DiversitySpecificity | —Unverified | 0 |
| Automatic Spine Segmentation using Convolutional Neural Network via Redundant Generation of Class Labels for 3D Spine Modeling | Nov 29, 2017 | AnatomyComputed Tomography (CT) | —Unverified | 0 |
| Predicting Adolescent Suicide Attempts with Neural Networks | Nov 28, 2017 | Binary ClassificationSpecificity | —Unverified | 0 |
| Deep learning analysis of the myocardium in coronary CT angiography for identification of patients with functionally significant coronary artery stenosis | Nov 24, 2017 | AnatomyMyocardium Segmentation | —Unverified | 0 |
| On Breast Cancer Detection: An Application of Machine Learning Algorithms on the Wisconsin Diagnostic Dataset | Nov 20, 2017 | AllBIG-bench Machine Learning | CodeCode Available | 0 |
| Superpixels Based Segmentation and SVM Based Classification Method to Distinguish Five Diseases from Normal Regions in Wireless Capsule Endoscopy | Nov 17, 2017 | ClusteringGeneral Classification | —Unverified | 0 |
| Adversarial Training for Disease Prediction from Electronic Health Records with Missing Data | Nov 11, 2017 | Disease PredictionImputation | —Unverified | 0 |
| Tumor Classification and Segmentation of MR Brain Images | Oct 31, 2017 | ClassificationDiagnostic | —Unverified | 0 |
| Verb Pattern: A Probabilistic Semantic Representation on Verbs | Oct 20, 2017 | Specificity | —Unverified | 0 |
| An automatic deep learning approach for coronary artery calcium segmentation | Oct 9, 2017 | Computed Tomography (CT)Deep Learning | —Unverified | 0 |
| Neural network an1alysis of sleep stages enables efficient diagnosis of narcolepsy | Oct 5, 2017 | Specificity | CodeCode Available | 0 |
| Detection of Inferior Myocardial Infarction using Shallow Convolutional Neural Networks | Oct 3, 2017 | Electrocardiography (ECG)Specificity | CodeCode Available | 0 |
| Bayesian Multi Plate High Throughput Screening of Compounds | Sep 28, 2017 | Drug DiscoverySpecificity | —Unverified | 0 |
| Discovery Radiomics via Deep Multi-Column Radiomic Sequencers for Skin Cancer Detection | Sep 24, 2017 | DiagnosticPrognosis | —Unverified | 0 |
| False arrhythmia alarm reduction in the intensive care unit | Sep 11, 2017 | Dynamic Time WarpingSpecificity | —Unverified | 0 |
| Intraoperative Organ Motion Models with an Ensemble of Conditional Generative Adversarial Networks | Sep 5, 2017 | DiagnosticSpecificity | —Unverified | 0 |
| Russian-Tatar Socio-Political Thesaurus: Methodology, Challenges, the Status of the Project | Sep 1, 2017 | Specificity | —Unverified | 0 |
| Deep Learning to Improve Breast Cancer Early Detection on Screening Mammography | Aug 30, 2017 | Breast Cancer DetectionCancer-no cancer per image classification | CodeCode Available | 1 |
| Conditional Adversarial Network for Semantic Segmentation of Brain Tumor | Aug 17, 2017 | Generative Adversarial NetworkMedical Image Analysis | —Unverified | 0 |
| Optimization of Ensemble Supervised Learning Algorithms for Increased Sensitivity, Specificity, and AUC of Population-Based Colorectal Cancer Screenings | Aug 13, 2017 | SensitivitySpecificity | —Unverified | 0 |
| Neural Vector Spaces for Unsupervised Information Retrieval | Aug 9, 2017 | Document RankingFeature Engineering | CodeCode Available | 0 |
| Sparse + Group-Sparse Dirty Models: Statistical Guarantees without Unreasonable Conditions and a Case for Non-Convexity | Aug 1, 2017 | Multi-Task Learningparameter estimation | —Unverified | 0 |
| Making the best of data derived from a daily practice in clinical legal medicine for research and practice - the example of Spe3dLab | Jul 26, 2017 | Specificity | —Unverified | 0 |
| A Deep Learning Approach to Digitally Stain Optical Coherence Tomography Images of the Optic Nerve Head | Jul 24, 2017 | Deep LearningManagement | —Unverified | 0 |
| A new take on measuring relative nutritional density: The feasibility of using a deep neural network to assess commercially-prepared pureed food concentrations | Jul 23, 2017 | Specificity | —Unverified | 0 |
| Multidimensional classification of hippocampal shape features discriminates Alzheimer's disease and mild cognitive impairment from normal aging | Jul 19, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| An Ensemble Boosting Model for Predicting Transfer to the Pediatric Intensive Care Unit | Jul 16, 2017 | Specificity | —Unverified | 0 |
| Brain activity mapping from MEG data via a hierarchical Bayesian algorithm with automatic depth weighting: sensitivity and specificity analysis | Jul 15, 2017 | SensitivitySpecificity | —Unverified | 0 |
| Coexistence of critical sensitivity and subcritical specificity can yield optimal population coding | Jul 14, 2017 | DiversitySensitivity | —Unverified | 0 |
| Recognizing Abnormal Heart Sounds Using Deep Learning | Jul 14, 2017 | Deep LearningSensitivity | —Unverified | 0 |
| Structural changes in barley protein LTP1 isoforms at air-water interfaces | Jul 11, 2017 | Specificity | —Unverified | 0 |
| Cross-linguistic differences and similarities in image descriptions | Jul 6, 2017 | Image DescriptionSpecificity | CodeCode Available | 0 |