| Automatic Detection of COVID-19 Cases on X-ray images Using Convolutional Neural Networks | Jul 2, 2020 | Diagnostic | —Unverified | 0 |
| Spectral-Spatial Recurrent-Convolutional Networks for In-Vivo Hyperspectral Tumor Type Classification | Jul 2, 2020 | Deep LearningDiagnostic | —Unverified | 0 |
| SACNN: Self-Attention Convolutional Neural Network for Low-Dose CT Denoising With Self-Supervised Perceptual Loss Network | Jul 1, 2020 | Computed Tomography (CT)Denoising | CodeCode Available | 1 |
| Deep learning-based holographic polarization microscopy | Jul 1, 2020 | Deep LearningDiagnostic | —Unverified | 0 |
| On Convergence-Diagnostic based Step Sizes for Stochastic Gradient Descent | Jul 1, 2020 | Diagnostic | —Unverified | 0 |
| HACT-Net: A Hierarchical Cell-to-Tissue Graph Neural Network for Histopathological Image Classification | Jul 1, 2020 | DiagnosticGeneral Classification | —Unverified | 0 |
| CovXNet: A multi-dilation convolutional neural network for automatic COVID-19 and other pneumonia detection from chest X-ray images with transferable multi-receptive feature optimization | Jul 1, 2020 | COVID-19 DiagnosisDiagnostic | CodeCode Available | 1 |
| Towards Understanding ASR Error Correction for Medical Conversations | Jul 1, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Joint Training with Semantic Role Labeling for Better Generalization in Natural Language Inference | Jul 1, 2020 | DiagnosticNatural Language Inference | —Unverified | 0 |
| Knowledge Supports Visual Language Grounding: A Case Study on Colour Terms | Jul 1, 2020 | DiagnosticObject | —Unverified | 0 |
| Functional MRI applications for psychiatric disease subtyping: a review | Jun 30, 2020 | Active LearningDiagnostic | —Unverified | 0 |
| Evaluation of Contemporary Convolutional Neural Network Architectures for Detecting COVID-19 from Chest Radiographs | Jun 30, 2020 | Diagnostic | CodeCode Available | 0 |
| Primary Tumor Origin Classification of Lung Nodules in Spectral CT using Transfer Learning | Jun 30, 2020 | ClassificationComputed Tomography (CT) | CodeCode Available | 1 |
| Multi-level colonoscopy malignant tissue detection with adversarial CAC-UNet | Jun 29, 2020 | DiagnosticSegmentation | CodeCode Available | 1 |
| Smile-GANs: Semi-supervised clustering via GANs for dissecting brain disease heterogeneity from medical images | Jun 27, 2020 | ClusteringDiagnostic | —Unverified | 0 |
| CheXpert++: Approximating the CheXpert labeler for Speed,Differentiability, and Probabilistic Output | Jun 26, 2020 | Active LearningDiagnostic | CodeCode Available | 1 |
| Lesion Mask-based Simultaneous Synthesis of Anatomic and MolecularMR Images using a GAN | Jun 26, 2020 | Data AugmentationDiagnostic | CodeCode Available | 0 |
| Investigating and Exploiting Image Resolution for Transfer Learning-based Skin Lesion Classification | Jun 25, 2020 | ClassificationDiagnostic | —Unverified | 0 |
| Diagnosis Prevalence vs. Efficacy in Machine-learning Based Diagnostic Decision Support | Jun 24, 2020 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| Learning Tumor Growth via Follow-Up Volume Prediction for Lung Nodules | Jun 24, 2020 | DiagnosticManagement | —Unverified | 0 |
| Mining Misdiagnosis Patterns from Biomedical Literature | Jun 24, 2020 | Diagnostic | CodeCode Available | 0 |
| Deep Learning-based Computational Pathology Predicts Origins for Cancers of Unknown Primary | Jun 24, 2020 | Diagnosticwhole slide images | CodeCode Available | 1 |
| SWAG: A Wrapper Method for Sparse Learning | Jun 23, 2020 | AttributeDiagnostic | —Unverified | 0 |
| 3D Probabilistic Segmentation and Volumetry from 2D projection images | Jun 23, 2020 | Diagnostic | —Unverified | 0 |
| COVIDLite: A depth-wise separable deep neural network with white balance and CLAHE for detection of COVID-19 | Jun 19, 2020 | Binary ClassificationDiagnostic | —Unverified | 0 |
| Systematic Attack Surface Reduction For Deployed Sentiment Analysis Models | Jun 19, 2020 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| Locked in Syndrome Machine Learning Classification using Sentence Comprehension EEG Data | Jun 17, 2020 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| MOSQUITO-NET: A deep learning based CADx system for malaria diagnosis along with model interpretation using GradCam and class activation maps | Jun 17, 2020 | Diagnostic | —Unverified | 0 |
| Momentum Contrastive Learning for Few-Shot COVID-19 Diagnosis from Chest CT Images | Jun 16, 2020 | Contrastive LearningCOVID-19 Diagnosis | —Unverified | 0 |
| Nonparametric Tests of Tail Behavior in Stochastic Frontier Models | Jun 14, 2020 | Diagnostic | —Unverified | 0 |
| Examining the Role of Mood Patterns in Predicting Self-Reported Depressive symptoms | Jun 14, 2020 | Diagnostic | —Unverified | 0 |
| Comparing Natural Language Processing Techniques for Alzheimer's Dementia Prediction in Spontaneous Speech | Jun 12, 2020 | ClassificationDiagnostic | —Unverified | 0 |
| RTEX: A novel methodology for Ranking, Tagging, and Explanatory diagnostic captioning of radiography exams | Jun 11, 2020 | Diagnostic | CodeCode Available | 0 |
| Automated Identification of Thoracic Pathology from Chest Radiographs with Enhanced Training Pipeline | Jun 11, 2020 | Diagnostic | —Unverified | 0 |
| Exploring Automatic Diagnosis of COVID-19 from Crowdsourced Respiratory Sound Data | Jun 10, 2020 | BIG-bench Machine LearningCOVID-19 Diagnosis | CodeCode Available | 1 |
| OptiLIME: Optimized LIME Explanations for Diagnostic Computer Algorithms | Jun 10, 2020 | Diagnosticfeature selection | CodeCode Available | 1 |
| VAEs in the Presence of Missing Data | Jun 9, 2020 | DecoderDiagnostic | CodeCode Available | 1 |
| A Public Website for the Automated Assessment and Validation of SARS-CoV-2 Diagnostic PCR Assays | Jun 8, 2020 | Diagnostic | —Unverified | 0 |
| Deep Neural Networks With Region-Based Pooling Structures for Mammographic Image Classification | Jun 6, 2020 | Diagnosticimage-classification | —Unverified | 0 |
| Learning Helpful Inductive Biases from Self-Supervised Pretraining | Jun 6, 2020 | Diagnostic | —Unverified | 0 |
| Bearing Fault Diagnosis Base on Multi-scale CNN and LSTM Model | Jun 5, 2020 | ClassificationDiagnostic | CodeCode Available | 1 |
| Knowledge transfer between bridges for drive-by monitoring using adversarial and multi-task learning | Jun 5, 2020 | DiagnosticMulti-Task Learning | —Unverified | 0 |
| Structurally aware bidirectional unpaired image to image translation between CT and MR | Jun 5, 2020 | Computed Tomography (CT)Diagnostic | —Unverified | 0 |
| COVID-19 diagnosis by routine blood tests using machine learning | Jun 4, 2020 | BIG-bench Machine LearningCOVID-19 Diagnosis | —Unverified | 0 |
| Semi-supervised and Unsupervised Methods for Heart Sounds Classification in Restricted Data Environments | Jun 4, 2020 | Anomaly DetectionDiagnostic | —Unverified | 0 |
| Deep Sequential Feature Learning in Clinical Image Classification of Infectious Keratitis | Jun 4, 2020 | DiagnosticGeneral Classification | —Unverified | 0 |
| Automated segmentation of retinal fluid volumes from structural and angiographic optical coherence tomography using deep learning | Jun 3, 2020 | DiagnosticSegmentation | —Unverified | 0 |
| CompGuessWhat?!: A Multi-task Evaluation Framework for Grounded Language Learning | Jun 3, 2020 | AttributeDiagnostic | —Unverified | 0 |
| Application of Machine Learning to Predict the Risk of Alzheimer's Disease: An Accurate and Practical Solution for Early Diagnostics | Jun 2, 2020 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| Sur l'utilisation de la reconnaissance automatique de la parole pour l'aide au diagnostic diff\'erentiel entre la maladie de Parkinson et l'AMS (On using automatic speech recognition for the differential diagnosis of Parkinson's Disease and MSA This article presents a study regarding the contribution of automatic speech processing in the differential diagnosis between Parkinson's disease and MSA (Multi-System Atrophies)) | Jun 1, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |