| Interpretable ECG classification via a query-based latent space traversal (qLST) | Nov 14, 2021 | DiagnosticECG Classification | —Unverified | 0 |
| Spatial machine-learning model diagnostics: a model-agnostic distance-based approach | Nov 13, 2021 | BIG-bench Machine LearningDiagnostic | CodeCode Available | 0 |
| Fault Diagnosis of Nonlinear Systems Using a Hybrid-Degree Dual Cubature-based Estimation Scheme | Nov 13, 2021 | DiagnosticFault Detection | —Unverified | 0 |
| Impact of loss functions on the performance of a deep neural network designed to restore low-dose digital mammography | Nov 12, 2021 | Diagnostic | CodeCode Available | 0 |
| Guided Sampling-based Evolutionary Deep Neural Network for Intelligent Fault Diagnosis | Nov 12, 2021 | DiagnosticFault Diagnosis | —Unverified | 0 |
| Soft-Sensing ConFormer: A Curriculum Learning-based Convolutional Transformer | Nov 12, 2021 | Diagnostic | —Unverified | 0 |
| Symptoms of depersonalisation/derealisation disorder as measured by brain electrical activity: A systematic review | Nov 11, 2021 | DiagnosticEEG | —Unverified | 0 |
| BRACS: A Dataset for BReAst Carcinoma Subtyping in H&E Histology Images | Nov 8, 2021 | Diagnosticwhole slide images | —Unverified | 0 |
| The Three-Dimensional Structural Configuration of the Central Retinal Vessel Trunk and Branches as a Glaucoma Biomarker | Nov 7, 2021 | Diagnostic | —Unverified | 0 |
| Learn-Morph-Infer: a new way of solving the inverse problem for brain tumor modeling | Nov 7, 2021 | DiagnosticMORPH | CodeCode Available | 1 |
| Detecting COVID-19 from Chest Computed Tomography Scans using AI-Driven Android Application | Nov 6, 2021 | Computed Tomography (CT)Diagnostic | —Unverified | 0 |
| Artifact- and content-specific quality assessment for MRI with image rulers | Nov 6, 2021 | DiagnosticImage Quality Assessment | —Unverified | 0 |
| A bone suppression model ensemble to improve COVID-19 detection in chest X-rays | Nov 5, 2021 | DiagnosticMS-SSIM | —Unverified | 0 |
| Cross Modality 3D Navigation Using Reinforcement Learning and Neural Style Transfer | Nov 5, 2021 | Computed Tomography (CT)Diagnostic | CodeCode Available | 1 |
| Test Harder than You Train: Probing with Extrapolation Splits | Nov 1, 2021 | DiagnosticOpen-Ended Question Answering | CodeCode Available | 0 |
| Diagnosing the First-Order Logical Reasoning Ability Through LogicNLI | Nov 1, 2021 | DiagnosticLogical Reasoning | —Unverified | 0 |
| WinoLogic: A Zero-Shot Logic-based Diagnostic Dataset for Winograd Schema Challenge | Nov 1, 2021 | Diagnostic | —Unverified | 0 |
| Are Factuality Checkers Reliable? Adversarial Meta-evaluation of Factuality in Summarization | Nov 1, 2021 | Data AugmentationDiagnostic | CodeCode Available | 0 |
| Generalising to German Plural Noun Classes, from the Perspective of a Recurrent Neural Network | Nov 1, 2021 | Diagnostic | CodeCode Available | 0 |
| Clinical Evidence Engine: Proof-of-Concept For A Clinical-Domain-Agnostic Decision Support Infrastructure | Oct 31, 2021 | Diagnostic | —Unverified | 0 |
| Lightweight Mobile Automated Assistant-to-physician for Global Lower-resource Areas | Oct 28, 2021 | Diagnostic | —Unverified | 0 |
| Lung Cancer Lesion Detection in Histopathology Images Using Graph-Based Sparse PCA Network | Oct 27, 2021 | DiagnosticLesion Detection | —Unverified | 0 |
| Reliable and Trustworthy Machine Learning for Health Using Dataset Shift Detection | Oct 26, 2021 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| A Personalized Diagnostic Generation Framework Based on Multi-source Heterogeneous Data | Oct 26, 2021 | DescriptiveDiagnostic | —Unverified | 0 |
| A Precision Diagnostic Framework of Renal Cell Carcinoma on Whole-Slide Images using Deep Learning | Oct 26, 2021 | ClassificationDiagnostic | —Unverified | 0 |
| Anatomical and Diagnostic Bayesian Segmentation in Prostate MRI -Should Different Clinical Objectives Mandate Different Loss Functions? | Oct 25, 2021 | AnatomyDiagnostic | CodeCode Available | 1 |
| Pediatric Otoscopy Video Screening with Shift Contrastive Anomaly Detection | Oct 25, 2021 | Anomaly DetectionDiagnostic | —Unverified | 0 |
| Revealing unforeseen diagnostic image features with deep learning by detecting cardiovascular diseases from apical four-chamber ultrasounds | Oct 25, 2021 | DiagnosticFeature Importance | CodeCode Available | 0 |
| Diagnosing Errors in Video Relation Detectors | Oct 25, 2021 | Action LocalizationDiagnostic | CodeCode Available | 0 |
| Automated Scoring System of HER2 in Pathological Images under the Microscope | Oct 21, 2021 | Diagnostic | —Unverified | 0 |
| CXR-Net: An Encoder-Decoder-Encoder Multitask Deep Neural Network for Explainable and Accurate Diagnosis of COVID-19 pneumonia with Chest X-ray Images | Oct 20, 2021 | DecoderDiagnostic | —Unverified | 0 |
| Multi-Task Accelerated MR Reconstruction Schemes for Jointly Training Multiple Contrasts | Oct 19, 2021 | DiagnosticMRI Reconstruction | CodeCode Available | 0 |
| Power Line Communication and Sensing Using Time Series Forecasting | Oct 19, 2021 | DiagnosticTime Series | —Unverified | 0 |
| A Regularization Method to Improve Adversarial Robustness of Neural Networks for ECG Signal Classification | Oct 19, 2021 | Adversarial RobustnessClassification | CodeCode Available | 1 |
| Conditional De-Identification of 3D Magnetic Resonance Images | Oct 18, 2021 | De-identificationDiagnostic | —Unverified | 0 |
| Incremental Cross-Domain Adaptation for Robust Retinopathy Screening via Bayesian Deep Learning | Oct 18, 2021 | DiagnosticDomain Adaptation | CodeCode Available | 0 |
| A deep learning pipeline for localization, differentiation, and uncertainty estimation of liver lesions using multi-phasic and multi-sequence MRI | Oct 17, 2021 | DiagnosticSpecificity | —Unverified | 0 |
| Godot is not coming: when we will let innovations enter psychiatry? | Oct 16, 2021 | Bayesian InferenceDiagnostic | —Unverified | 0 |
| Malaria Parasite Detection using Efficient Neural Ensembles | Oct 15, 2021 | DiagnosticMedical Image Classification | CodeCode Available | 1 |
| Comparative Analysis of Deep Learning Algorithms for Classification of COVID-19 X-Ray Images | Oct 14, 2021 | Diagnostic | —Unverified | 0 |
| Logic Constraints to Feature Importances | Oct 13, 2021 | DiagnosticFairness | —Unverified | 0 |
| Early Diagnostic Prediction of Covid-19 using Gradient-Boosting Machine Model | Oct 12, 2021 | Diagnostic | —Unverified | 0 |
| A Prior Guided Adversarial Representation Learning and Hypergraph Perceptual Network for Predicting Abnormal Connections of Alzheimer's Disease | Oct 12, 2021 | DiagnosticFunctional Connectivity | —Unverified | 0 |
| Voice-assisted Image Labelling for Endoscopic Ultrasound Classification using Neural Networks | Oct 12, 2021 | AnatomyDeep Learning | —Unverified | 0 |
| CovXR: Automated Detection of COVID-19 Pneumonia in Chest X-Rays through Machine Learning | Oct 12, 2021 | Diagnosticimage-classification | —Unverified | 0 |
| SlideGraph+: Whole Slide Image Level Graphs to Predict HER2Status in Breast Cancer | Oct 12, 2021 | Decision MakingDiagnostic | CodeCode Available | 1 |
| Early Melanoma Diagnosis with Sequential Dermoscopic Images | Oct 12, 2021 | DiagnosticMelanoma Diagnosis | —Unverified | 0 |
| Coupled and Uncoupled Dynamic Mode Decomposition in Multi-Compartmental Systems with Applications to Epidemiological and Additive Manufacturing Problems | Oct 12, 2021 | Diagnostic | —Unverified | 0 |
| Accurate and Generalizable Quantitative Scoring of Liver Steatosis from Ultrasound Images via Scalable Deep Learning | Oct 12, 2021 | Diagnostic | —Unverified | 0 |
| Development and testing of an image transformer for explainable autonomous driving systems | Oct 11, 2021 | Autonomous DrivingDiagnostic | —Unverified | 0 |