| Learning to Balance Specificity and Invariance for In and Out of Domain Generalization | Aug 28, 2020 | Domain GeneralizationSpecificity | CodeCode Available | 1 |
| Perla: A Conversational Agent for Depression Screening in Digital Ecosystems. Design, Implementation and Validation | Aug 28, 2020 | Specificity | CodeCode Available | 0 |
| Explainable end-to-end deep learning for diabetic retinopathy detection across multiple datasets | Aug 20, 2020 | Diabetic Retinopathy DetectionDiabetic Retinopathy Grading | —Unverified | 0 |
| Image quality assessment for closed-loop computer-assisted lung ultrasound | Aug 20, 2020 | Anomaly DetectionDiagnostic | —Unverified | 0 |
| Institutional Grammar 2.0 Codebook | Aug 20, 2020 | Specificity | CodeCode Available | 0 |
| Generating Categories for Sets of Entities | Aug 19, 2020 | Abstractive Text SummarizationSpecificity | —Unverified | 0 |
| MIXCAPS: A Capsule Network-based Mixture of Experts for Lung Nodule Malignancy Prediction | Aug 13, 2020 | Mixture-of-ExpertsSpecificity | —Unverified | 0 |
| Disentangled Multidimensional Metric Learning for Music Similarity | Aug 9, 2020 | Metric LearningSpecificity | —Unverified | 0 |
| From Connectomic to Task-evoked Fingerprints: Individualized Prediction of Task Contrasts fromResting-state Functional Connectivity | Aug 7, 2020 | BIG-bench Machine LearningFunctional Connectivity | CodeCode Available | 1 |
| Classifying sleep-wake stages through recurrent neural networks using pulse oximetry signals | Aug 7, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Convolutional neural network based deep-learning architecture for intraprostatic tumour contouring on PSMA PET images in patients with primary prostate cancer | Aug 7, 2020 | Specificity | —Unverified | 0 |
| From Connectomic to Task-evoked Fingerprints: Individualized Prediction of Task Contrasts from Resting-state Functional Connectivity | Aug 7, 2020 | BIG-bench Machine LearningFunctional Connectivity | CodeCode Available | 1 |
| Improving Explainability of Image Classification in Scenarios with Class Overlap: Application to COVID-19 and Pneumonia | Aug 6, 2020 | Domain Generalizationimage-classification | —Unverified | 0 |
| Antibody Watch: Text Mining Antibody Specificity from the Literature | Aug 5, 2020 | ArticlesSpecificity | CodeCode Available | 0 |
| Fully Automated and Standardized Segmentation of Adipose Tissue Compartments by Deep Learning in Three-dimensional Whole-body MRI of Epidemiological Cohort Studies | Aug 5, 2020 | SegmentationSensitivity | —Unverified | 0 |
| Learning Joint Visual Semantic Matching Embeddings for Language-guided Retrieval | Aug 1, 2020 | Image RetrievalRetrieval | —Unverified | 0 |
| EGDCL: An Adaptive Curriculum Learning Framework for Unbiased Glaucoma Diagnosis | Aug 1, 2020 | Specificity | —Unverified | 0 |
| An Explainable Machine Learning Model for Early Detection of Parkinson's Disease using LIME on DaTscan Imagery | Aug 1, 2020 | BIG-bench Machine LearningSpecificity | —Unverified | 0 |
| Trojaning Language Models for Fun and Profit | Aug 1, 2020 | Question AnsweringSpecificity | CodeCode Available | 1 |
| CorrSigNet: Learning CORRelated Prostate Cancer SIGnatures from Radiology and Pathology Images for Improved Computer Aided Diagnosis | Jul 31, 2020 | Representation LearningSpecificity | —Unverified | 0 |
| A Self-Assessing Compilation Based Search Approach for Analytical Research and Data Retrieval | Jul 30, 2020 | RetrievalSpecificity | —Unverified | 0 |
| flexgrid2vec: Learning Efficient Visual Representations Vectors | Jul 30, 2020 | image-classificationImage Classification | —Unverified | 0 |
| Difficulty-aware Glaucoma Classification with Multi-Rater Consensus Modeling | Jul 29, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Reliable Tuberculosis Detection using Chest X-ray with Deep Learning, Segmentation and Visualization | Jul 29, 2020 | ClassificationData Augmentation | —Unverified | 0 |
| An Uncertainty-aware Transfer Learning-based Framework for Covid-19 Diagnosis | Jul 26, 2020 | Computed Tomography (CT)COVID-19 Diagnosis | CodeCode Available | 1 |
| Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation | Jul 17, 2020 | Object DetectionSegmentation | CodeCode Available | 1 |
| Unsupervised Multi-Target Domain Adaptation Through Knowledge Distillation | Jul 14, 2020 | Domain AdaptationKnowledge Distillation | CodeCode Available | 1 |
| Nested Learning For Multi-Granular Tasks | Jul 13, 2020 | Face IdentificationObject Recognition | —Unverified | 0 |
| Development and Validation of a Novel Prognostic Model for Predicting AMD Progression Using Longitudinal Fundus Images | Jul 10, 2020 | Deep LearningSpecificity | —Unverified | 0 |
| Classification with 2-D Convolutional Neural Networks for breast cancer diagnosis | Jul 7, 2020 | ClassificationDiagnostic | CodeCode Available | 0 |
| ARC-Net: Activity Recognition Through Capsules | Jul 6, 2020 | Activity RecognitionARC | —Unverified | 0 |
| Progressive Cluster Purification for Unsupervised Feature Learning | Jul 6, 2020 | ClusteringSpecificity | CodeCode Available | 0 |
| Interpretation of Electrocardiogram (ECG) Rhythm by Combined CNN and BiLSTM | Jul 2, 2020 | Cloud ComputingDiagnostic | —Unverified | 0 |
| Optimal evolutionary decision-making to store immune memory | Jul 2, 2020 | Decision MakingSpecificity | —Unverified | 0 |
| Grading video interviews with fairness considerations | Jul 2, 2020 | FairnessSpecificity | —Unverified | 0 |
| A Unified Technique for Entropy Enhancement Based Diabetic Retinopathy Detection Using Hybrid Neural Network | Jul 1, 2020 | Diabetic Retinopathy DetectionSpecificity | CodeCode Available | 0 |
| Language-aware Interlingua for Multilingual Neural Machine Translation | Jul 1, 2020 | DecoderDiversity | —Unverified | 0 |
| Using Deep Learning and Explainable Artificial Intelligence in Patients' Choices of Hospital Levels | Jun 24, 2020 | Explainable artificial intelligenceSpecificity | —Unverified | 0 |
| Interpretable Deep Models for Cardiac Resynchronisation Therapy Response Prediction | Jun 24, 2020 | Clinical Knowledgeimage-classification | —Unverified | 0 |
| Automated Detection of COVID-19 from CT Scans Using Convolutional Neural Networks | Jun 23, 2020 | SensitivitySpecificity | —Unverified | 0 |
| Automatic Query Optimization for Retrieving Traffic Tweets | Jun 21, 2020 | Information RetrievalRetrieval | —Unverified | 0 |
| Functional differentiations in evolutionary reservoir computing networks | Jun 20, 2020 | Specificity | —Unverified | 0 |
| Density of States Estimation for Out-of-Distribution Detection | Jun 16, 2020 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 |
| Early Detection of Retinopathy of Prematurity (ROP) in Retinal Fundus Images Via Convolutional Neural Networks | Jun 12, 2020 | Specificity | —Unverified | 0 |
| Machine Learning Automatically Detects COVID-19 using Chest CTs in a Large Multicenter Cohort | Jun 9, 2020 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Can artificial intelligence (AI) be used to accurately detect tuberculosis (TB) from chest X-rays? An evaluation of five AI products for TB screening and triaging in a high TB burden setting | Jun 9, 2020 | SensitivitySpecificity | —Unverified | 0 |
| A Deep Learning-Based Method for Automatic Segmentation of Proximal Femur from Quantitative Computed Tomography Images | Jun 9, 2020 | Image SegmentationSemantic Segmentation | —Unverified | 0 |
| A Comparative Study of U-Net Topologies for Background Removal in Histopathology Images | Jun 8, 2020 | Specificitywhole slide images | —Unverified | 0 |
| A Modified AUC for Training Convolutional Neural Networks: Taking Confidence into Account | Jun 8, 2020 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Advance Warning Methodologies for COVID-19 using Chest X-Ray Images | Jun 7, 2020 | SensitivitySpecificity | CodeCode Available | 0 |