| Performance Analysis of Machine Learning Techniques to Predict Diabetes Mellitus | Jan 10, 2019 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network | Jan 7, 2019 | Arrhythmia DetectionDiagnostic | —Unverified | 0 |
| CLEVR-Ref+: Diagnosing Visual Reasoning with Referring Expressions | Jan 3, 2019 | DiagnosticImage Segmentation | CodeCode Available | 0 |
| Large Multistream Data Analytics for Monitoring and Diagnostics in Manufacturing Systems | Dec 26, 2018 | compressed sensingDiagnostic | —Unverified | 0 |
| Image Processing on IOPA Radiographs: A comprehensive case study on Apical Periodontitis | Dec 23, 2018 | DiagnosticMedical Diagnosis | —Unverified | 0 |
| Quantum Capacitance-Limited MoS2 Biosensors Enable Remote Label-Free Enzyme Measurements | Dec 21, 2018 | DiagnosticSensitivity | —Unverified | 0 |
| Neural Processes Mixed-Effect Models for Deep Normative Modeling of Clinical Neuroimaging Data | Dec 12, 2018 | DiagnosticNovelty Detection | CodeCode Available | 0 |
| Apple Machine Learning Algorithms Successfully Detect Colon Cancer but Fail to Predict KRAS Mutation Status | Dec 11, 2018 | DiagnosticPrognosis | —Unverified | 0 |
| Diagnostic Visualization for Deep Neural Networks Using Stochastic Gradient Langevin Dynamics | Dec 11, 2018 | Diagnostic | CodeCode Available | 1 |
| Spatial Knowledge Distillation to aid Visual Reasoning | Dec 10, 2018 | DiagnosticKnowledge Distillation | —Unverified | 0 |
| Accuracy, Uncertainty, and Adaptability of Automatic Myocardial ASL Segmentation using Deep CNN | Dec 10, 2018 | DiagnosticSegmentation | —Unverified | 0 |
| More Knowledge is Better: Cross-Modality Volume Completion and 3D+2D Segmentation for Intracardiac Echocardiography Contouring | Dec 9, 2018 | AnatomyDiagnostic | —Unverified | 0 |
| Use Dimensionality Reduction and SVM Methods to Increase the Penetration Rate of Computer Networks | Dec 7, 2018 | Anomaly DetectionDiagnostic | —Unverified | 0 |
| Project Rosetta: A Childhood Social, Emotional, and Behavioral Developmental Ontology | Dec 6, 2018 | Diagnostic | —Unverified | 0 |
| SADA: Semantic Adversarial Diagnostic Attacks for Autonomous Applications | Dec 5, 2018 | Adversarial AttackAutonomous Driving | CodeCode Available | 0 |
| 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 |
| Automated Diagnosis of Lymphoma with Digital Pathology Images Using Deep Learning | Oct 30, 2018 | Deep LearningDiagnostic | —Unverified | 0 |
| MAMMO: A Deep Learning Solution for Facilitating Radiologist-Machine Collaboration in Breast Cancer Diagnosis | Oct 30, 2018 | DiagnosticMulti-Task Learning | —Unverified | 0 |
| Sequential anatomy localization in fetal echocardiography videos | Oct 28, 2018 | Anatomical Landmark DetectionAnatomy | —Unverified | 0 |
| Machine Learning Algorithms for Classification of Microcirculation Images from Septic and Non-Septic Patients | Oct 24, 2018 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Boosting pathology detection in infants by deep transfer learning from adult speech | Oct 22, 2018 | DiagnosticTransfer Learning | —Unverified | 0 |
| Field Of Interest Proposal for Augmented Mitotic Cell Count: Comparison of two Convolutional Networks | Oct 22, 2018 | Diagnosticwhole slide images | —Unverified | 0 |
| Generation of Virtual Dual Energy Images from Standard Single-Shot Radiographs using Multi-scale and Conditional Adversarial Network | Oct 22, 2018 | Diagnostic | CodeCode Available | 0 |
| Diagnostic Accuracy of Content Based Dermatoscopic Image Retrieval with Deep Classification Features | Oct 22, 2018 | Content-Based Image RetrievalDiagnostic | —Unverified | 0 |
| Dermatologist Level Dermoscopy Skin Cancer Classification Using Different Deep Learning Convolutional Neural Networks Algorithms | Oct 21, 2018 | Cancer ClassificationDiagnostic | —Unverified | 0 |
| Left Ventricle Segmentation via Optical-Flow-Net from Short-axis Cine MRI: Preserving the Temporal Coherence of Cardiac Motion | Oct 20, 2018 | DiagnosticLeft Ventricle Segmentation | —Unverified | 0 |