| Optimized Global Perturbation Attacks For Brain Tumour ROI Extraction From Binary Classification Models | Nov 9, 2022 | Binary ClassificationDiagnostic | —Unverified | 0 |
| Framework Construction of an Adversarial Federated Transfer Learning Classifier | Nov 9, 2022 | ClassificationDiagnostic | —Unverified | 0 |
| UATTA-ENS: Uncertainty Aware Test Time Augmented Ensemble for PIRC Diabetic Retinopathy Detection | Nov 6, 2022 | Diabetic Retinopathy DetectionDiagnostic | CodeCode Available | 0 |
| Analysis of a Deep Learning Model for 12-Lead ECG Classification Reveals Learned Features Similar to Diagnostic Criteria | Nov 3, 2022 | ClassificationDiagnostic | —Unverified | 0 |
| BUbble Flow Field: a Simulation Framework for Evaluating Ultrasound Localization Microscopy Algorithms | Nov 1, 2022 | DiagnosticSuper-Resolution | —Unverified | 0 |
| Fine-tuned Generative Adversarial Network-based Model for Medical Image Super-Resolution | Nov 1, 2022 | DiagnosticGenerative Adversarial Network | —Unverified | 0 |
| Probing for targeted syntactic knowledge through grammatical error detection | Oct 28, 2022 | DiagnosticGrammatical Error Detection | CodeCode Available | 0 |
| A CNN-LSTM Combination Network for Cataract Detection using Eye Fundus Images | Oct 28, 2022 | Diagnostic | —Unverified | 0 |
| Generative modeling of the enteric nervous system employing point pattern analysis and graph construction | Oct 26, 2022 | Diagnosticgraph construction | —Unverified | 0 |
| Automated Diagnosis of Cardiovascular Diseases from Cardiac Magnetic Resonance Imaging Using Deep Learning Models: A Review | Oct 26, 2022 | DiagnosticElectrocardiography (ECG) | —Unverified | 0 |
| An Intelligent Decision Support Ensemble Voting Model for Coronary Artery Disease Prediction in Smart Healthcare Monitoring Environments | Oct 25, 2022 | DiagnosticDisease Prediction | —Unverified | 0 |
| DEMETR: Diagnosing Evaluation Metrics for Translation | Oct 25, 2022 | DiagnosticMachine Translation | CodeCode Available | 1 |
| Classification and Self-Supervised Regression of Arrhythmic ECG Signals Using Convolutional Neural Networks | Oct 25, 2022 | ClassificationDiagnostic | —Unverified | 0 |
| Machine learning-based approach for online fault Diagnosis of Discrete Event System | Oct 24, 2022 | DiagnosticFault Diagnosis | —Unverified | 0 |
| A Faithful Deep Sensitivity Estimation for Accelerated Magnetic Resonance Imaging | Oct 23, 2022 | DiagnosticImage Reconstruction | —Unverified | 0 |
| On the Limitations of Reference-Free Evaluations of Generated Text | Oct 22, 2022 | DiagnosticMachine Translation | —Unverified | 0 |
| SPINA Carb: a simple mathematical model supporting fast in-vivo estimation of insulin sensitivity and beta cell function | Oct 21, 2022 | DiagnosticSensitivity | CodeCode Available | 0 |
| AutoPrognosis 2.0: Democratizing Diagnostic and Prognostic Modeling in Healthcare with Automated Machine Learning | Oct 21, 2022 | Diagnostic | CodeCode Available | 1 |
| Finding Dataset Shortcuts with Grammar Induction | Oct 20, 2022 | DiagnosticSentence | CodeCode Available | 1 |
| Perception Test: A Diagnostic Benchmark for Multimodal Models | Oct 19, 2022 | DiagnosticMultiple-choice | CodeCode Available | 2 |
| Computational pathology in renal disease: a comprehensive perspective | Oct 18, 2022 | Diagnostic | —Unverified | 0 |
| Reliable brain morphometry from contrast‐enhanced T1w‐MRI in patients with multiple sclerosis | Oct 17, 2022 | 3D Medical Imaging SegmentationAnatomy | CodeCode Available | 1 |
| MKIS-Net: A Light-Weight Multi-Kernel Network for Medical Image Segmentation | Oct 15, 2022 | DiagnosticImage Segmentation | —Unverified | 0 |
| LAD: A Hybrid Deep Learning System for Benign Paroxysmal Positional Vertigo Disorders Diagnostic | Oct 15, 2022 | DiagnosticOptical Flow Estimation | —Unverified | 0 |
| Wide Range MRI Artifact Removal with Transformers | Oct 14, 2022 | DiagnosticSkull Stripping | —Unverified | 0 |
| Motion-related Artefact Classification Using Patch-based Ensemble and Transfer Learning in Cardiac MRI | Oct 14, 2022 | DiagnosticTransfer Learning | CodeCode Available | 0 |
| SODAPOP: Open-Ended Discovery of Social Biases in Social Commonsense Reasoning Models | Oct 13, 2022 | DiagnosticLanguage Modeling | CodeCode Available | 0 |
| Are Macula or Optic Nerve Head Structures better at Diagnosing Glaucoma? An Answer using AI and Wide-Field Optical Coherence Tomography | Oct 13, 2022 | Diagnostic | —Unverified | 0 |
| Global Explainability of GNNs via Logic Combination of Learned Concepts | Oct 13, 2022 | Diagnostic | CodeCode Available | 1 |
| Developing a general-purpose clinical language inference model from a large corpus of clinical notes | Oct 12, 2022 | Causal InferenceDecoder | —Unverified | 0 |
| CTL++: Evaluating Generalization on Never-Seen Compositional Patterns of Known Functions, and Compatibility of Neural Representations | Oct 12, 2022 | Diagnostic | CodeCode Available | 0 |
| The Extreme Cardiac MRI Analysis Challenge under Respiratory Motion (CMRxMotion) | Oct 12, 2022 | DiagnosticImage Quality Assessment | —Unverified | 0 |
| Neural Importance Sampling for Rapid and Reliable Gravitational-Wave Inference | Oct 11, 2022 | Diagnostic | CodeCode Available | 1 |
| 3D Matting: A Benchmark Study on Soft Segmentation Method for Pulmonary Nodules Applied in Computed Tomography | Oct 11, 2022 | BinarizationDiagnostic | —Unverified | 0 |
| Multi-site Diagnostic Classification Of Schizophrenia Using 3D CNN On Aggregated Task-based fMRI Data | Oct 11, 2022 | Deep LearningDiagnostic | CodeCode Available | 0 |
| Benchmarking saliency methods for chest X-ray interpretation | Oct 10, 2022 | BenchmarkingDecision Making | CodeCode Available | 1 |
| DEPTWEET: A Typology for Social Media Texts to Detect Depression Severities | Oct 10, 2022 | Diagnostic | CodeCode Available | 0 |
| Truncated proposals for scalable and hassle-free simulation-based inference | Oct 10, 2022 | Diagnostic | CodeCode Available | 0 |
| Using Whole Slide Image Representations from Self-Supervised Contrastive Learning for Melanoma Concordance Regression | Oct 10, 2022 | Contrastive LearningDecision Making | —Unverified | 0 |
| Quantifying Social Biases Using Templates is Unreliable | Oct 9, 2022 | AttributeBenchmarking | —Unverified | 0 |
| Investigation of Applying Quantum Neural Network of Early-Stage Breast Cancer Detection | Oct 8, 2022 | Breast Cancer DetectionDiagnostic | —Unverified | 0 |
| EgoTaskQA: Understanding Human Tasks in Egocentric Videos | Oct 8, 2022 | Action Localizationcounterfactual | CodeCode Available | 1 |
| Retrieval Augmented Visual Question Answering with Outside Knowledge | Oct 7, 2022 | Answer GenerationDiagnostic | CodeCode Available | 2 |
| ECG for high-throughput screening of multiple diseases: Proof-of-concept using multi-diagnosis deep learning from population-based datasets | Oct 6, 2022 | Diagnostic | —Unverified | 0 |
| Fault Diagnosis using eXplainable AI: a Transfer Learning-based Approach for Rotating Machinery exploiting Augmented Synthetic Data | Oct 6, 2022 | Decision MakingDiagnostic | —Unverified | 0 |
| Two-stream Network for ECG Signal Classification | Oct 5, 2022 | ClassificationDiagnostic | —Unverified | 0 |
| Optimal classification and generalized prevalence estimates for diagnostic settings with more than two classes | Oct 5, 2022 | ClassificationDiagnostic | —Unverified | 0 |
| A Generalizable Artificial Intelligence Model for COVID-19 Classification Task Using Chest X-ray Radiographs: Evaluated Over Four Clinical Datasets with 15,097 Patients | Oct 4, 2022 | Diagnostic | —Unverified | 0 |
| Neural network for determining an asteroid mineral composition from reflectance spectra | Oct 3, 2022 | DiagnosticVocal Bursts Type Prediction | —Unverified | 0 |
| Random Data Augmentation based Enhancement: A Generalized Enhancement Approach for Medical Datasets | Oct 3, 2022 | Data AugmentationDiagnostic | CodeCode Available | 0 |