| Explaining the Black-box Smoothly- A Counterfactual Approach | Jan 11, 2021 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Activity Recognition with Moving Cameras and Few Training Examples: Applications for Detection of Autism-Related Headbanging | Jan 10, 2021 | Action DetectionActivity Detection | —Unverified | 0 |
| Deep Convolutional Neural Network based Classification of Alzheimer's Disease using MRI data | Jan 8, 2021 | DiagnosticGeneral Classification | —Unverified | 0 |
| ADiag: Graph Neural Network Based Diagnosis of Alzheimer's Disease | Jan 8, 2021 | DiagnosticGraph Neural Network | —Unverified | 0 |
| A redox-responsive hyaluronic acid-based hydrogel for chronic wound management | Jan 5, 2021 | Decision MakingDiagnostic | —Unverified | 0 |
| A new parsimonious method for classifying Cancer Tissue-of-Origin Based on DNA Methylation 450K data | Jan 3, 2021 | Cancer ClassificationDiagnostic | —Unverified | 0 |
| CovTANet: A Hybrid Tri-level Attention Based Network for Lesion Segmentation, Diagnosis, and Severity Prediction of COVID-19 Chest CT Scans | Jan 3, 2021 | DiagnosticLesion Segmentation | —Unverified | 0 |
| Towards a Reliable and Robust Dialogue System for Medical Automatic Diagnosis | Jan 1, 2021 | Decision MakingDiagnostic | —Unverified | 0 |
| Explainability Matters: Backdoor Attacks on Medical Imaging | Dec 30, 2020 | Diagnostic | —Unverified | 0 |
| RADDLE: An Evaluation Benchmark and Analysis Platform for Robust Task-oriented Dialog Systems | Dec 29, 2020 | Diagnostic | —Unverified | 0 |
| Fuzzy Conviction Score for Discriminating Decision-Tree-Classified Feature Vectors w.r.t. Relative Distances from Decision Boundaries | Dec 29, 2020 | Diagnostic | CodeCode Available | 0 |
| Screening COVID-19 Based on CT/CXR Images & Building a Publicly Available CT-scan Dataset of COVID-19 | Dec 28, 2020 | 8kComputed Tomography (CT) | —Unverified | 0 |
| Deep Learning Methods for Screening Pulmonary Tuberculosis Using Chest X-rays | Dec 25, 2020 | DiagnosticImage Augmentation | —Unverified | 0 |
| COVIDX: Computer-aided diagnosis of Covid-19 and its severity prediction with raw digital chest X-ray images | Dec 25, 2020 | Diagnosticseverity prediction | CodeCode Available | 0 |
| Establishment of a diagnostic model to distinguish coronavirus disease 2019 from influenza A based on laboratory findings | Dec 22, 2020 | Diagnostic | —Unverified | 0 |
| QuickTumorNet: Fast Automatic Multi-Class Segmentation of Brain Tumors | Dec 22, 2020 | Brain Tumor SegmentationDiagnostic | —Unverified | 0 |
| Efficient and Visualizable Convolutional Neural Networks for COVID-19 Classification Using Chest CT | Dec 22, 2020 | COVID-19 DiagnosisDiagnostic | CodeCode Available | 0 |
| Object-Centric Diagnosis of Visual Reasoning | Dec 21, 2020 | DiagnosticObject | —Unverified | 0 |
| Deep Learning in Detection and Diagnosis of Covid-19 using Radiology Modalities: A Systematic Review | Dec 21, 2020 | ArticlesDeep Learning | —Unverified | 0 |
| COVID-19 Outbreak Prediction and Analysis using Self Reported Symptoms | Dec 21, 2020 | DiagnosticTime Series Analysis | —Unverified | 0 |
| DynamicHS: Streamlining Reiter's Hitting-Set Tree for Sequential Diagnosis | Dec 21, 2020 | DiagnosticSequential Diagnosis | —Unverified | 0 |
| Automatic Diagnosis of Pneumothorax from Chest Radiographs: A Systematic Literature Review | Dec 21, 2020 | DiagnosticPneumothorax Detection | —Unverified | 0 |
| Improving 3D convolutional neural network comprehensibility via interactive visualization of relevance maps: Evaluation in Alzheimer's disease | Dec 18, 2020 | DiagnosticHippocampus | —Unverified | 0 |
| Automatic detection of abnormal EEG signals using wavelet feature extraction and gradient boosting decision tree | Dec 18, 2020 | Binary ClassificationClassification | —Unverified | 0 |
| Describing the Structural Phenotype of the Glaucomatous Optic Nerve Head Using Artificial Intelligence | Dec 17, 2020 | DiagnosticPrognosis | —Unverified | 0 |
| Fast 3-dimensional estimation of the Foveal Avascular Zone from OCTA | Dec 17, 2020 | Diagnostic | —Unverified | 0 |
| Collaborative residual learners for automatic icd10 prediction using prescribed medications | Dec 16, 2020 | DiagnosticMulti-Label Classification | —Unverified | 0 |
| Unsupervised Behaviour Analysis and Magnification (uBAM) using Deep Learning | Dec 16, 2020 | Deep LearningDiagnostic | —Unverified | 0 |
| Concept Drift Monitoring and Diagnostics of Supervised Learning Models via Score Vectors | Dec 12, 2020 | Diagnostic | —Unverified | 0 |
| Checklist for responsible deep learning modeling of medical images based on COVID-19 detection studies | Dec 11, 2020 | ArticlesDiagnostic | CodeCode Available | 0 |
| Effect of Different Batch Size Parameters on Predicting of COVID19 Cases | Dec 10, 2020 | Diagnostic | —Unverified | 0 |
| Nonlinear Regression with a Convolutional Encoder-Decoder for Remote Monitoring of Surface Electrocardiograms | Dec 10, 2020 | DecoderDiagnostic | —Unverified | 0 |
| Ensemble-CVDNet: A Deep Learning based End-to-End Classification Framework for COVID-19 Detection using Ensembles of Networks | Dec 9, 2020 | DiagnosticGPU | CodeCode Available | 0 |
| Flow-based Deformation Guidance for Unpaired Multi-Contrast MRI Image-to-Image Translation | Dec 3, 2020 | DiagnosticGenerative Adversarial Network | —Unverified | 0 |
| COVID-CLNet: COVID-19 Detection with Compressive Deep Learning Approaches | Dec 3, 2020 | Computed Tomography (CT)Deep Learning | —Unverified | 0 |
| Motion-based Camera Localization System in Colonoscopy Videos | Dec 3, 2020 | Camera LocalizationDiagnostic | —Unverified | 0 |
| Representation Learning for Integrating Multi-domain Outcomes to Optimize Individualized Treatment | Dec 1, 2020 | DiagnosticRepresentation Learning | —Unverified | 0 |
| One-Pixel Attack Deceives Computer-Assisted Diagnosis of Cancer | Dec 1, 2020 | Diagnosticwhole slide images | —Unverified | 0 |
| German-Arabic Speech-to-Speech Translation for Psychiatric Diagnosis | Dec 1, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Dynamic Fusion of Eye Movement Data and Verbal Narrations in Knowledge-rich Domains | Dec 1, 2020 | Decision MakingDiagnostic | —Unverified | 0 |
| Would you describe a leopard as yellow? Evaluating crowd-annotations with justified and informative disagreement | Dec 1, 2020 | Diagnosticvalid | —Unverified | 0 |
| Deep Interactive Denoiser (DID) for X-Ray Computed Tomography | Nov 30, 2020 | Diagnostic | —Unverified | 0 |
| ViDi: Descriptive Visual Data Clustering as Radiologist Assistant in COVID-19 Streamline Diagnostic | Nov 30, 2020 | ClusteringDecision Making | —Unverified | 0 |
| Improved Diagnosis of Tibiofemoral Cartilage Defects on MRI Images Using Deep Learning | Nov 30, 2020 | Decision MakingDiagnostic | —Unverified | 0 |
| Automated Prostate Cancer Diagnosis Based on Gleason Grading Using Convolutional Neural Network | Nov 29, 2020 | Data AugmentationDiagnostic | —Unverified | 0 |
| A smartphone based multi input workflow for non-invasive estimation of haemoglobin levels using machine learning techniques | Nov 29, 2020 | Active LearningDiagnostic | —Unverified | 0 |
| MIINet: An Image Quality Improvement Framework for Supporting Medical Diagnosis | Nov 28, 2020 | DiagnosticImage-to-Image Translation | —Unverified | 0 |
| Deep Metric Learning-based Image Retrieval System for Chest Radiograph and its Clinical Applications in COVID-19 | Nov 26, 2020 | DiagnosticImage Retrieval | —Unverified | 0 |
| Advancing diagnostic performance and clinical usability of neural networks via adversarial training and dual batch normalization | Nov 25, 2020 | Decision MakingDiagnostic | CodeCode Available | 0 |
| Large-scale machine learning-based phenotyping significantly improves genomic discovery for optic nerve head morphology | Nov 25, 2020 | BIG-bench Machine LearningDiagnostic | CodeCode Available | 0 |