| Uncertainty-Based Biological Age Estimation of Brain MRI Scans | Mar 15, 2021 | Age EstimationDiagnostic | —Unverified | 0 |
| DiaRet: A browser-based application for the grading of Diabetic Retinopathy with Integrated Gradients | Mar 15, 2021 | Diagnostic | —Unverified | 0 |
| Which K-Space Sampling Schemes is good for Motion Artifact Detection in Magnetic Resonance Imaging? | Mar 15, 2021 | Artifact DetectionDiagnostic | —Unverified | 0 |
| Deep Learning-based Patient Re-identification Is able to Exploit the Biometric Nature of Medical Chest X-ray Data | Mar 15, 2021 | DiagnosticRetrieval | CodeCode Available | 0 |
| Longitudinal Quantitative Assessment of COVID-19 Infection Progression from Chest CTs | Mar 12, 2021 | Computed Tomography (CT)COVID-19 Image Segmentation | CodeCode Available | 0 |
| Fusing Medical Image Features and Clinical Features with Deep Learning for Computer-Aided Diagnosis | Mar 10, 2021 | Computed Tomography (CT)Diagnostic | —Unverified | 0 |
| hls4ml: An Open-Source Codesign Workflow to Empower Scientific Low-Power Machine Learning Devices | Mar 9, 2021 | BIG-bench Machine LearningDiagnostic | CodeCode Available | 2 |
| Deep and Statistical Learning in Biomedical Imaging: State of the Art in 3D MRI Brain Tumor Segmentation | Mar 9, 2021 | Brain Tumor SegmentationDeep Learning | —Unverified | 0 |
| Multiple Instance Captioning: Learning Representations from Histopathology Textbooks and Articles | Mar 8, 2021 | ArticlesDiagnostic | CodeCode Available | 1 |
| Autocalibration and Tweedie-dominance for Insurance Pricing with Machine Learning | Mar 5, 2021 | BIG-bench Machine LearningDiagnostic | CodeCode Available | 0 |
| Towards Evaluating the Robustness of Deep Diagnostic Models by Adversarial Attack | Mar 5, 2021 | Adversarial AttackDiagnostic | CodeCode Available | 0 |
| Defending Medical Image Diagnostics against Privacy Attacks using Generative Methods | Mar 4, 2021 | DiagnosticGenerative Adversarial Network | —Unverified | 0 |
| Towards Ultrafast MRI via Extreme k-Space Undersampling and Superresolution | Mar 4, 2021 | DiagnosticImage Enhancement | —Unverified | 0 |
| Self-supervised deep convolutional neural network for chest X-ray classification | Mar 4, 2021 | DiagnosticGeneral Classification | —Unverified | 0 |
| Analysing Wideband Absorbance Immittance in Normal and Ears with Otitis Media with Effusion Using Machine Learning | Mar 4, 2021 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| Bulk Production Augmentation Towards Explainable Melanoma Diagnosis | Mar 3, 2021 | Data AugmentationDiagnostic | —Unverified | 0 |
| Simulating time to event prediction with spatiotemporal echocardiography deep learning | Mar 3, 2021 | Deep LearningDiagnostic | —Unverified | 0 |
| Emotion Ratings: How Intensity, Annotation Confidence and Agreements are Entangled | Mar 2, 2021 | Diagnostic | —Unverified | 0 |
| KANDINSKYPatterns -- An experimental exploration environment for Pattern Analysis and Machine Intelligence | Feb 28, 2021 | Diagnostic | —Unverified | 0 |
| A Meta-embedding-based Ensemble Approach for ICD Coding Prediction | Feb 26, 2021 | ArticlesDiagnostic | —Unverified | 0 |
| An Easy to Interpret Diagnostic for Approximate Inference: Symmetric Divergence Over Simulations | Feb 25, 2021 | DiagnosticVariational Inference | —Unverified | 0 |
| DeepCervix: A Deep Learning-based Framework for the Classification of Cervical Cells Using Hybrid Deep Feature Fusion Techniques | Feb 24, 2021 | Cell SegmentationClassification | —Unverified | 0 |
| Entanglement Diagnostics for Efficient Quantum Computation | Feb 24, 2021 | Diagnostic | —Unverified | 0 |
| Interpretative Computer-aided Lung Cancer Diagnosis: from Radiology Analysis to Malignancy Evaluation | Feb 22, 2021 | DiagnosticLung Cancer Diagnosis | —Unverified | 0 |
| Interpretation of the Area Under the ROC Curve for Risk Prediction Models | Feb 22, 2021 | DiagnosticPrediction | —Unverified | 0 |
| Predicting Future Cognitive Decline with Hyperbolic Stochastic Coding | Feb 21, 2021 | Diagnostic | —Unverified | 0 |
| Anytime Diagnosis for Reconfiguration | Feb 19, 2021 | DiagnosticManagement | —Unverified | 0 |
| Intrapapillary Capillary Loop Classification in Magnification Endoscopy: Open Dataset and Baseline Methodology | Feb 19, 2021 | Binary ClassificationClassification | CodeCode Available | 0 |
| Ensemble Transfer Learning of Elastography and B-mode Breast Ultrasound Images | Feb 17, 2021 | DiagnosticEnsemble Learning | —Unverified | 0 |
| On the Post-hoc Explainability of Deep Echo State Networks for Time Series Forecasting, Image and Video Classification | Feb 17, 2021 | Computational EfficiencyDiagnostic | —Unverified | 0 |
| CheXternal: Generalization of Deep Learning Models for Chest X-ray Interpretation to Photos of Chest X-rays and External Clinical Settings | Feb 17, 2021 | Diagnostic | CodeCode Available | 1 |
| Deep Co-Attention Network for Multi-View Subspace Learning | Feb 15, 2021 | Diagnostic | CodeCode Available | 0 |
| Fusion of convolution neural network, support vector machine and Sobel filter for accurate detection of COVID-19 patients using X-ray images | Feb 13, 2021 | Computed Tomography (CT)COVID-19 Diagnosis | —Unverified | 0 |
| Differentiating Surgeon Expertise Solely by Eye Movement Features | Feb 11, 2021 | Diagnostic | —Unverified | 0 |
| Sample Efficient Learning of Image-Based Diagnostic Classifiers Using Probabilistic Labels | Feb 11, 2021 | DiagnosticMedical Diagnosis | —Unverified | 0 |
| Reference-based Texture transfer for Single Image Super-resolution of Magnetic Resonance images | Feb 10, 2021 | DiagnosticImage Super-Resolution | CodeCode Available | 0 |
| Doctor Imitator: Hand-Radiography-based Bone Age Assessment by Imitating Scoring Methods | Feb 10, 2021 | AnatomyDiagnostic | —Unverified | 0 |
| Multi-class probabilistic atlas-based whole heart segmentation method in cardiac CT and MRI | Feb 3, 2021 | DecoderDiagnostic | —Unverified | 0 |
| No-reference denoising of low-dose CT projections | Feb 3, 2021 | DenoisingDiagnostic | —Unverified | 0 |
| Single Model Deep Learning on Imbalanced Small Datasets for Skin Lesion Classification | Feb 2, 2021 | ClassificationData Augmentation | CodeCode Available | 1 |
| Prediction of low-keV monochromatic images from polyenergetic CT scans for improved automatic detection of pulmonary embolism | Feb 2, 2021 | DiagnosticGeneral Classification | —Unverified | 0 |
| "Is depression related to cannabis?": A knowledge-infused model for Entity and Relation Extraction with Limited Supervision | Feb 1, 2021 | Contrastive LearningDiagnostic | —Unverified | 0 |
| Few-shot Learning for CT Scan based COVID-19 Diagnosis | Feb 1, 2021 | Computed Tomography (CT)COVID-19 Diagnosis | —Unverified | 0 |
| Temporal convolutional networks and transformers for classifying the sleep stage in awake or asleep using pulse oximetry signals | Jan 29, 2021 | DiagnosticSpecificity | —Unverified | 0 |
| A Taxonomy of Explainable Bayesian Networks | Jan 28, 2021 | Decision MakingDiagnostic | —Unverified | 0 |
| Blind Diagnosis for Millimeter-wave Large-scale Antenna Systems | Jan 25, 2021 | Diagnostic | —Unverified | 0 |
| A two-step explainable approach for COVID-19 computer-aided diagnosis from chest x-ray images | Jan 25, 2021 | Diagnostic | —Unverified | 0 |
| High-fidelity Prediction of Megapixel Longitudinal Phase-space Images of Electron Beams using Encoder-Decoder Neural Networks | Jan 25, 2021 | DecoderDiagnostic | —Unverified | 0 |
| DenseNet for Breast Tumor Classification in Mammographic Images | Jan 24, 2021 | ClassificationDiagnostic | CodeCode Available | 0 |
| Computational Intelligence Approach to Improve the Classification Accuracy of Brain Neoplasm in MRI Data | Jan 24, 2021 | ClassificationDiagnostic | —Unverified | 0 |