| Decompose to manipulate: Manipulable Object Synthesis in 3D Medical Images with Structured Image Decomposition | Dec 4, 2018 | DiagnosticImage Generation | —Unverified | 0 |
| Practical Window Setting Optimization for Medical Image Deep Learning | Dec 3, 2018 | Computed Tomography (CT)Deep Learning | CodeCode Available | 0 |
| Feature Selection Based on Unique Relevant Information for Health Data | Dec 2, 2018 | Diagnosticfeature selection | —Unverified | 0 |
| A Probabilistic Model of Cardiac Physiology and Electrocardiograms | Dec 1, 2018 | Diagnosticmodel | —Unverified | 0 |
| Regression by clustering using Metropolis-Hastings | Nov 29, 2018 | ClusteringDiagnostic | —Unverified | 0 |
| Automatic Diagnosis of Short-Duration 12-Lead ECG using a Deep Convolutional Network | Nov 28, 2018 | DiagnosticElectrocardiography (ECG) | —Unverified | 0 |
| Deep-learning-assisted diagnosis for knee magnetic resonance imaging: Development and retrospective validation of MRNet | Nov 27, 2018 | Deep LearningDiagnostic | CodeCode Available | 0 |
| Challenges in the Automatic Analysis of Students' Diagnostic Reasoning | Nov 26, 2018 | Diagnostic | CodeCode Available | 0 |
| Low-Dose CT via Deep CNN with Skip Connection and Network in Network | Nov 26, 2018 | Computed Tomography (CT)Diagnostic | —Unverified | 0 |
| A Model-Based Reinforcement Learning Approach for a Rare Disease Diagnostic Task | Nov 25, 2018 | DiagnosticModel-based Reinforcement Learning | —Unverified | 0 |
| Microscope 2.0: An Augmented Reality Microscope with Real-time Artificial Intelligence Integration | Nov 21, 2018 | Diagnostic | —Unverified | 0 |
| Measuring Depression Symptom Severity from Spoken Language and 3D Facial Expressions | Nov 21, 2018 | DiagnosticSpecificity | —Unverified | 0 |
| Attention-Based Deep Neural Networks for Detection of Cancerous and Precancerous Esophagus Tissue on Histopathological Slides | Nov 20, 2018 | Crop ClassificationDiagnostic | CodeCode Available | 0 |
| Weakly Supervised Estimation of Shadow Confidence Maps in Fetal Ultrasound Imaging | Nov 20, 2018 | Diagnosticimage-classification | —Unverified | 0 |
| Analyzing Compositionality-Sensitivity of NLI Models | Nov 16, 2018 | DiagnosticNatural Language Inference | CodeCode Available | 0 |
| Development and Validation of a Deep Learning Algorithm for Improving Gleason Scoring of Prostate Cancer | Nov 15, 2018 | Diagnosticwhole slide images | —Unverified | 0 |
| Mammographic density: Comparison of visual assessment with fully automatic calculation on a multivendor dataset | Nov 13, 2018 | Binary ClassificationClassification | —Unverified | 0 |
| Deep Learning for Automated Classification of Tuberculosis-Related Chest X-Ray: Dataset Specificity Limits Diagnostic Performance Generalizability | Nov 13, 2018 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| Machine Learning with Abstention for Automated Liver Disease Diagnosis | Nov 11, 2018 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| StationPlot: A New Non-stationarity Quantification Tool for Detection of Epileptic Seizures | Nov 10, 2018 | DiagnosticEEG | —Unverified | 0 |
| Automatic Assessment of Full Left Ventricular Coverage in Cardiac Cine Magnetic Resonance Imaging with Fisher-Discriminative 3D CNN | Nov 6, 2018 | Diagnostic | —Unverified | 0 |
| Learning Bone Suppression from Dual Energy Chest X-rays using Adversarial Networks | Nov 5, 2018 | Bone Suppression From Dual Energy Chest X-RaysDiagnostic | —Unverified | 0 |
| Learning Contextual Hierarchical Structure of Medical Concepts with Poincairé Embeddings to Clarify Phenotypes | Nov 3, 2018 | BIG-bench Machine LearningDiagnostic | CodeCode Available | 0 |
| Applications of Deep Learning to Nuclear Fusion Research | Nov 1, 2018 | Deep LearningDiagnostic | CodeCode Available | 0 |
| Multimodal Machine Learning for Automated ICD Coding | Oct 31, 2018 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |