| 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 |
| Localized Perturbations For Weakly-Supervised Segmentation of Glioma Brain Tumours | Nov 29, 2021 | 3D ClassificationDiagnostic | —Unverified | 0 |
| Data Augmentation For Medical MR Image Using Generative Adversarial Networks | Nov 29, 2021 | Data AugmentationDiagnostic | —Unverified | 0 |
| MedRDF: A Robust and Retrain-Less Diagnostic Framework for Medical Pretrained Models Against Adversarial Attack | Nov 29, 2021 | Adversarial AttackDiagnostic | —Unverified | 0 |
| ORCHARD: A Benchmark For Measuring Systematic Generalization of Multi-Hierarchical Reasoning | Nov 28, 2021 | DiagnosticListOps | CodeCode Available | 0 |
| Towards Low-Cost and Efficient Malaria Detection | Nov 26, 2021 | DiagnosticDomain Adaptation | CodeCode Available | 0 |
| Diagnosis of sickle cell anemia using AutoML on UV-Vis absorbance spectroscopy data | Nov 24, 2021 | AutoMLDiagnostic | —Unverified | 0 |
| A Method for Evaluating Deep Generative Models of Images via Assessing the Reproduction of High-order Spatial Context | Nov 24, 2021 | Diagnostic | —Unverified | 0 |
| Decentralized Federated Learning through Proxy Model Sharing | Nov 22, 2021 | DiagnosticFederated Learning | CodeCode Available | 1 |
| Diagnosis of Prostate Cancer and Prostatitis Using near Infra-Red Fluorescent AgInSe/ZnS Quantum Dots | Nov 19, 2021 | Diagnostic | —Unverified | 0 |
| MURAL: An Unsupervised Random Forest-Based Embedding for Electronic Health Record Data | Nov 19, 2021 | DiagnosticDimensionality Reduction | CodeCode Available | 0 |
| Urine Microscopic Image Dataset | Nov 19, 2021 | Diagnostic | CodeCode Available | 1 |
| ExoMiner: A Highly Accurate and Explainable Deep Learning Classifier that Validates 301 New Exoplanets | Nov 19, 2021 | Diagnostic | —Unverified | 0 |
| Esophageal virtual disease landscape using mechanics-informed machine learning | Nov 19, 2021 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| Covered Information Disentanglement: Model Transparency via Unbiased Permutation Importance | Nov 18, 2021 | DiagnosticDisentanglement | —Unverified | 0 |
| Advancing COVID-19 Diagnosis with Privacy-Preserving Collaboration in Artificial Intelligence | Nov 18, 2021 | COVID-19 DiagnosisDiagnostic | CodeCode Available | 1 |
| Subject Enveloped Deep Sample Fuzzy Ensemble Learning Algorithm of Parkinson's Speech Data | Nov 17, 2021 | DiagnosticEnsemble Learning | —Unverified | 0 |
| D^4: A Psychiatrist-proofread Dialogue Dataset for Depression Diagnosis | Nov 16, 2021 | DiagnosticResponse Generation | —Unverified | 0 |
| Automatic Generation of Electromyogram Diagnosis Report: Task and Dataset | Nov 16, 2021 | Diagnostic | —Unverified | 0 |
| Innovative Measures of Patient and Disease Phenotyping: Optimizing Linguistic and Machine Learning Techniques in the Investigation of Electronic Health Record (EHR) Data | Nov 16, 2021 | DiagnosticFeature Engineering | —Unverified | 0 |
| A New Dataset for Summarizing Radiology Reports | Nov 16, 2021 | Diagnostic | —Unverified | 0 |
| Code-free development and deployment of deep segmentation models for digital pathology | Nov 16, 2021 | Active LearningDiagnostic | CodeCode Available | 1 |
| Learning Intrinsic Images for Clothing | Nov 16, 2021 | DiagnosticIntrinsic Image Decomposition | —Unverified | 0 |
| Learning an airway atlas from lung CT using semantic inter-patient deformable registration | Nov 15, 2021 | AnatomyDiagnostic | —Unverified | 0 |
| Disparities in Dermatology AI: Assessments Using Diverse Clinical Images | Nov 15, 2021 | Diagnostic | —Unverified | 0 |
| Category-orthogonal object features guide information processing in recurrent neural networks trained for object categorization | Nov 15, 2021 | DiagnosticObject | CodeCode Available | 0 |