| Generalisation effects of predictive uncertainty estimation in deep learning for digital pathology | Dec 17, 2021 | Diagnostic | —Unverified | 0 |
| Personalized On-Device E-health Analytics with Decentralized Block Coordinate Descent | Dec 17, 2021 | BenchmarkingDiagnostic | —Unverified | 0 |
| A Deep-Learning Framework for Improving COVID-19 CT Image Quality and Diagnostic Accuracy | Dec 16, 2021 | DiagnosticImage Enhancement | —Unverified | 0 |
| Interpretable Knowledge Tracing: Simple and Efficient Student Modeling with Causal Relations | Dec 15, 2021 | Deep LearningDiagnostic | CodeCode Available | 1 |
| Disparities in Social Determinants among Performances of Mortality Prediction with Machine Learning for Sepsis Patients | Dec 15, 2021 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| COVID-19 Pneumonia and Influenza Pneumonia Detection Using Convolutional Neural Networks | Dec 14, 2021 | DiagnosticPneumonia Detection | CodeCode Available | 0 |
| Improving Compositional Generalization with Latent Structure and Data Augmentation | Dec 14, 2021 | Data AugmentationDiagnostic | CodeCode Available | 1 |
| Model-based selection of most informative diagnostic tests and test parameters | Dec 10, 2021 | Diagnostic | —Unverified | 0 |
| Dynamic hardware system for cascade SVM classification of melanoma | Dec 10, 2021 | ClassificationDiagnostic | —Unverified | 0 |
| Annotation-efficient cancer detection with report-guided lesion annotation for deep learning-based prostate cancer detection in bpMRI | Dec 9, 2021 | Diagnostic | CodeCode Available | 1 |
| PTR: A Benchmark for Part-based Conceptual, Relational, and Physical Reasoning | Dec 9, 2021 | DiagnosticInstance Segmentation | —Unverified | 0 |
| Label-free virtual HER2 immunohistochemical staining of breast tissue using deep learning | Dec 8, 2021 | DiagnosticGenerative Adversarial Network | —Unverified | 0 |
| Generative Adversarial Networks for Labelled Vibration Data Generation | Dec 7, 2021 | DiagnosticStructural Health Monitoring | —Unverified | 0 |
| Nonparametric Treatment Effect Identification in School Choice | Dec 7, 2021 | Diagnosticregression | —Unverified | 0 |
| Neural Networks for Infectious Diseases Detection: Prospects and Challenges | Dec 7, 2021 | Diagnostic | —Unverified | 0 |
| Explicitly antisymmetrized neural network layers for variational Monte Carlo simulation | Dec 7, 2021 | DiagnosticVariational Monte Carlo | CodeCode Available | 1 |
| Diagnostic Assessment Generation via Combinatorial Search | Dec 6, 2021 | Diagnostic | —Unverified | 0 |
| Automatic quality control framework for more reliable integration of machine learning-based image segmentation into medical workflows | Dec 6, 2021 | Brain Image SegmentationDiagnostic | —Unverified | 0 |
| Extracting and Measuring Uncertain Biomedical Knowledge from Scientific Statements | Dec 5, 2021 | Diagnostic | —Unverified | 0 |
| Classification of COVID-19 on chest X-Ray images using Deep Learning model with Histogram Equalization and Lungs Segmentation | Dec 5, 2021 | Diagnostic | —Unverified | 0 |
| A Novel Deep Parallel Time-series Relation Network for Fault Diagnosis | Dec 3, 2021 | DiagnosticFault Diagnosis | —Unverified | 0 |
| High-Precision Inversion of Dynamic Radiography Using Hydrodynamic Features | Dec 2, 2021 | Diagnosticparameter estimation | —Unverified | 0 |
| Efficient Symptom Inquiring and Diagnosis via Adaptive Alignment of Reinforcement Learning and Classification | Dec 1, 2021 | Decision MakingDiagnostic | CodeCode Available | 1 |
| Analysis of an adaptive lead weighted ResNet for multiclass classification of 12-lead ECGs | Dec 1, 2021 | DiagnosticSpecificity | —Unverified | 0 |
| X-ray Dissectography Enables Stereotography to Improve Diagnostic Performance | Nov 30, 2021 | Computed Tomography (CT)Diagnostic | —Unverified | 0 |