| Machine Learning Approaches for Detecting the Depression from Resting-State Electroencephalogram (EEG): A Review Study | Sep 6, 2019 | BIG-bench Machine LearningDepression Detection | —Unverified | 0 |
| Towards a general model for psychopathology | Sep 5, 2019 | Diagnosticmodel | —Unverified | 0 |
| Weakly Supervised Universal Fracture Detection in Pelvic X-rays | Sep 4, 2019 | DiagnosticFracture detection | —Unverified | 0 |
| Self-Attentive Adversarial Stain Normalization | Sep 4, 2019 | DiagnosticTranslation | CodeCode Available | 0 |
| Multi-level Attention network using text, audio and video for Depression Prediction | Sep 3, 2019 | Decision MakingDiagnostic | CodeCode Available | 0 |
| Multilingual Probing of Deep Pre-Trained Contextual Encoders | Sep 1, 2019 | DiagnosticSentence | —Unverified | 0 |
| Higher-order Comparisons of Sentence Encoder Representations | Sep 1, 2019 | DiagnosticSentence | —Unverified | 0 |
| Conditional Density Estimation Tools in Python and R with Applications to Photometric Redshifts and Likelihood-Free Cosmological Inference | Aug 30, 2019 | AstronomyDensity Estimation | CodeCode Available | 0 |
| Flexible Conditional Image Generation of Missing Data with Learned Mental Maps | Aug 29, 2019 | AnatomyConditional Image Generation | —Unverified | 0 |
| FAMULUS: Interactive Annotation and Feedback Generation for Teaching Diagnostic Reasoning | Aug 29, 2019 | DiagnosticMultiple-choice | —Unverified | 0 |
| Automatic Detection of ECG Abnormalities by using an Ensemble of Deep Residual Networks with Attention | Aug 27, 2019 | DenoisingDiagnostic | —Unverified | 0 |
| Predicting the Long-Term Outcomes of Biologics in Psoriasis Patients Using Machine Learning | Aug 25, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Recon-GLGAN: A Global-Local context based Generative Adversarial Network for MRI Reconstruction | Aug 25, 2019 | DiagnosticGenerative Adversarial Network | CodeCode Available | 0 |
| Adversarial Convolutional Networks with Weak Domain-Transfer for Multi-Sequence Cardiac MR Images Segmentation | Aug 25, 2019 | DiagnosticSegmentation | CodeCode Available | 0 |
| Estimation of preterm birth markers with U-Net segmentation network | Aug 24, 2019 | Diagnostic | —Unverified | 0 |
| Identification of Pediatric Sepsis Subphenotypes for Enhanced Machine Learning Predictive Performance: A Latent Profile Analysis | Aug 23, 2019 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| Feature Learning to Automatically Assess Radiographic Knee Osteoarthritis Severity | Aug 23, 2019 | ClassificationDiagnostic | —Unverified | 0 |
| DC3 -- A Diagnostic Case Challenge Collection for Clinical Decision Support | Aug 22, 2019 | ArticlesDiagnostic | CodeCode Available | 0 |
| Adaptive Segmentation of Knee Radiographs for Selecting the Optimal ROI in Texture Analysis | Aug 21, 2019 | DiagnosticTexture Classification | —Unverified | 0 |
| Deep neural network or dermatologist? | Aug 19, 2019 | Cancer ClassificationDiagnostic | CodeCode Available | 0 |
| Evaluation of an AI System for the Detection of Diabetic Retinopathy from Images Captured with a Handheld Portable Fundus Camera: the MAILOR AI study | Aug 18, 2019 | Diagnostic | —Unverified | 0 |
| What is needed for simple spatial language capabilities in VQA? | Aug 17, 2019 | DiagnosticQuestion Answering | —Unverified | 0 |
| Locally Linear Embedding and fMRI feature selection in psychiatric classification | Aug 17, 2019 | ClassificationDiagnostic | —Unverified | 0 |
| CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text | Aug 16, 2019 | DiagnosticGraph Neural Network | CodeCode Available | 1 |
| Resolving challenges in deep learning-based analyses of histopathological images using explanation methods | Aug 15, 2019 | Binary ClassificationDiagnostic | —Unverified | 0 |
| Learning Sub-Sampling and Signal Recovery with Applications in Ultrasound Imaging | Aug 15, 2019 | compressed sensingDiagnostic | —Unverified | 0 |
| Towards automated symptoms assessment in mental health | Aug 14, 2019 | DiagnosticTime Series | —Unverified | 0 |
| Attention is not not Explanation | Aug 13, 2019 | Decision MakingDiagnostic | CodeCode Available | 3 |
| Collaborative Multi-agent Learning for MR Knee Articular Cartilage Segmentation | Aug 13, 2019 | Decision MakingDiagnostic | —Unverified | 0 |
| Deep Learning-Based Quantification of Pulmonary Hemosiderophages in Cytology Slides | Aug 12, 2019 | Deep LearningDiagnostic | CodeCode Available | 1 |
| Automated retinal vessel segmentation based on morphological preprocessing and 2D-Gabor wavelets | Aug 12, 2019 | DiagnosticRetinal Vessel Segmentation | —Unverified | 0 |
| CMB-GAN: Fast Simulations of Cosmic Microwave background anisotropy maps using Deep Learning | Aug 11, 2019 | DiagnosticGenerative Adversarial Network | —Unverified | 0 |
| Oxford Handbook on AI Ethics Book Chapter on Race and Gender | Aug 8, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| SkrGAN: Sketching-rendering Unconditional Generative Adversarial Networks for Medical Image Synthesis | Aug 6, 2019 | Computed Tomography (CT)Data Augmentation | —Unverified | 0 |
| Abnormality Detection in Musculoskeletal Radiographs with Convolutional Neural Networks(Ensembles) and Performance Optimization | Aug 6, 2019 | Anomaly DetectionDiagnostic | —Unverified | 0 |
| Predicted disease compositions of human gliomas estimated from multiparametric MRI can predict endothelial proliferation, tumor grade, and overall survival | Aug 6, 2019 | Decision MakingDiagnostic | —Unverified | 0 |
| Unsupervised Microvascular Image Segmentation Using an Active Contours Mimicking Neural Network | Aug 4, 2019 | DiagnosticImage Segmentation | CodeCode Available | 0 |
| Uncertainty Quantification in Computer-Aided Diagnosis: Make Your Model say "I don't know" for Ambiguous Cases | Aug 2, 2019 | DiagnosticUncertainty Quantification | CodeCode Available | 0 |
| Mixed-Integer Optimization Approach to Learning Association Rules for Unplanned ICU Transfer | Aug 2, 2019 | Diagnostic | —Unverified | 0 |
| A Visual Technique to Analyze Flow of Information in a Machine Learning System | Aug 2, 2019 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| A Structural Graph-Based Method for MRI Analysis | Aug 2, 2019 | Brain Tumor SegmentationDiagnostic | —Unverified | 0 |
| Monolingual backtranslation in a medical speech translation system for diagnostic interviews - a NMT approach | Aug 1, 2019 | DiagnosticNMT | —Unverified | 0 |
| FairSight: Visual Analytics for Fairness in Decision Making | Aug 1, 2019 | Decision MakingDiagnostic | CodeCode Available | 0 |
| A distantly supervised dataset for automated data extraction from diagnostic studies | Aug 1, 2019 | ArticlesDiagnostic | —Unverified | 0 |
| Towards Optimizing Reiter's HS-Tree for Sequential Diagnosis | Jul 28, 2019 | DiagnosticSequential Diagnosis | —Unverified | 0 |
| Closing the Gap between Deep and Conventional Image Registration using Probabilistic Dense Displacement Networks | Jul 25, 2019 | DiagnosticImage Registration | CodeCode Available | 0 |
| Fully-automated deep learning-powered system for DCE-MRI analysis of brain tumors | Jul 18, 2019 | DiagnosticGPU | —Unverified | 0 |
| What Should/Do/Can LSTMs Learn When Parsing Auxiliary Verb Constructions? | Jul 18, 2019 | Dependency ParsingDiagnostic | CodeCode Available | 0 |
| Medical Concept Representation Learning from Claims Data and Application to Health Plan Payment Risk Adjustment | Jul 15, 2019 | DiagnosticFeature Engineering | —Unverified | 0 |
| Deep Fault Diagnosis for Rotating Machinery with Scarce Labeled Samples | Jul 13, 2019 | DiagnosticFault Diagnosis | —Unverified | 0 |