| Cycle Consistent Adversarial Denoising Network for Multiphase Coronary CT Angiography | Jun 26, 2018 | DenoisingDiagnostic | CodeCode Available | 0 |
| A Theory of Diagnostic Interpretation in Supervised Classification | Jun 26, 2018 | ClassificationDiagnostic | —Unverified | 0 |
| Analysis of Invariance and Robustness via Invertibility of ReLU-Networks | Jun 25, 2018 | Diagnostic | —Unverified | 0 |
| A Machine-learning framework for automatic reference-free quality assessment in MRI | Jun 25, 2018 | Active LearningBIG-bench Machine Learning | —Unverified | 0 |
| A deep learning framework for segmentation of retinal layers from OCT images | Jun 22, 2018 | DenoisingDiagnostic | —Unverified | 0 |
| A Dissection of Overfitting and Generalization in Continuous Reinforcement Learning | Jun 20, 2018 | BIG-bench Machine LearningDeep Reinforcement Learning | —Unverified | 0 |
| Histological images segmentation of mucous glands | Jun 20, 2018 | DiagnosticSegmentation | —Unverified | 0 |
| Towards the identification of Parkinson's Disease using only T1 MR Images | Jun 19, 2018 | ClassificationDiagnostic | —Unverified | 0 |
| Diving Deep onto Discriminative Ensemble of Histological Hashing & Class-Specific Manifold Learning for Multi-class Breast Carcinoma Taxonomy | Jun 18, 2018 | ClassificationDiagnostic | —Unverified | 0 |
| Rapid micro fluorescence in situ hybridization in tissue sections | Jun 17, 2018 | Diagnostic | —Unverified | 0 |
| Designing diagnostic platforms for analysis of disease patterns and probing disease emergence | Jun 17, 2018 | Diagnostic | —Unverified | 0 |
| Partial AUC Maximization via Nonlinear Scoring Functions | Jun 13, 2018 | Anomaly DetectionBinary Classification | —Unverified | 0 |
| Automated Performance Assessment in Transoesophageal Echocardiography with Convolutional Neural Networks | Jun 13, 2018 | Diagnostic | —Unverified | 0 |
| 3D Convolutional Neural Networks for Classification of Functional Connectomes | Jun 11, 2018 | ClassificationDiagnostic | —Unverified | 0 |
| Machine Learning CICY Threefolds | Jun 8, 2018 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| Stochastic Capsule Endoscopy Image Enhancement | Jun 6, 2018 | DiagnosticImage Enhancement | CodeCode Available | 0 |
| MILD-Net: Minimal Information Loss Dilated Network for Gland Instance Segmentation in Colon Histology Images | Jun 5, 2018 | Colorectal Gland Segmentation:Decision Making | —Unverified | 0 |
| Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images | Jun 4, 2018 | DescriptiveDiagnostic | CodeCode Available | 0 |
| An Interpretable Deep Hierarchical Semantic Convolutional Neural Network for Lung Nodule Malignancy Classification | Jun 2, 2018 | Computed Tomography (CT)Diagnostic | CodeCode Available | 0 |
| What type of happiness are you looking for? - A closer look at detecting mental health from language | Jun 1, 2018 | Diagnostic | —Unverified | 0 |
| Multi-View Sparse Vector Decomposition to Deal With Missing Values in Alcohol Dependence Study | May 30, 2018 | ClusteringDiagnostic | —Unverified | 0 |
| A Robust and Effective Approach Towards Accurate Metastasis Detection and pN-stage Classification in Breast Cancer | May 30, 2018 | DiagnosticGeneral Classification | —Unverified | 0 |
| Collaborative Human-AI (CHAI): Evidence-Based Interpretable Melanoma Classification in Dermoscopic Images | May 30, 2018 | DiagnosticGeneral Classification | CodeCode Available | 0 |
| Greedy Graph Searching for Vascular Tracking in Angiographic Image Sequences | May 25, 2018 | DiagnosticDynamic Time Warping | —Unverified | 0 |
| Mining Procedures from Technical Support Documents | May 24, 2018 | DiagnosticQuestion Answering | —Unverified | 0 |
| ICADx: Interpretable computer aided diagnosis of breast masses | May 23, 2018 | Deep LearningDiagnostic | —Unverified | 0 |
| Learning what and where to attend | May 22, 2018 | DiagnosticImage Categorization | CodeCode Available | 1 |
| Chief complaint classification with recurrent neural networks | May 19, 2018 | ClassificationDiagnostic | —Unverified | 0 |
| Pre-Hospital Management of Acute Myocardial Infarction Using Tele-Electrocardiography System | May 15, 2018 | DiagnosticManagement | —Unverified | 0 |
| 2sRanking-CNN: A 2-stage ranking-CNN for diagnosis of glaucoma from fundus images using CAM-extracted ROI as an intermediate input | May 15, 2018 | Diagnostic | —Unverified | 0 |
| An Automatic Patch-based Approach for HER-2 Scoring in Immunohistochemical Breast Cancer Images Using Color Features | May 14, 2018 | Diagnostic | —Unverified | 0 |
| Distribution Assertive Regression | May 4, 2018 | Diagnosticregression | —Unverified | 0 |
| Prospects for Theranostics in Neurosurgical Imaging: Empowering Confocal Laser Endomicroscopy Diagnostics via Deep Learning | Apr 26, 2018 | Deep LearningDiagnostic | —Unverified | 0 |
| Machine Learning pipeline for discovering neuroimaging-based biomarkers in neurology and psychiatry | Apr 26, 2018 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Weakly-Supervised Learning-Based Feature Localization in Confocal Laser Endomicroscopy Glioma Images | Apr 25, 2018 | Decision MakingDiagnostic | —Unverified | 0 |
| A Deep Convolutional Neural Network for Lung Cancer Diagnostic | Apr 22, 2018 | Binary ClassificationClassification | —Unverified | 0 |
| Learning from the experts: From expert systems to machine-learned diagnosis models | Apr 21, 2018 | DiagnosticMedical Diagnosis | —Unverified | 0 |
| GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding | Apr 20, 2018 | DiagnosticNatural Language Inference | CodeCode Available | 1 |
| Smartphone-based point-of-care lipid blood test performance evaluation compared with a clinical diagnostic laboratory method | Apr 19, 2018 | Diagnostic | —Unverified | 0 |
| Estimation of Tissue Oxygen Saturation from RGB Images based on Pixel-level Image Translation | Apr 19, 2018 | DiagnosticImage-to-Image Translation | —Unverified | 0 |
| Automated detection of vulnerable plaque in intravascular ultrasound images | Apr 18, 2018 | Diagnostic | —Unverified | 0 |
| ListOps: A Diagnostic Dataset for Latent Tree Learning | Apr 17, 2018 | DiagnosticListOps | CodeCode Available | 1 |
| conformalClassification: A Conformal Prediction R Package for Classification | Apr 16, 2018 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Sparse Principal Component Analysis via Variable Projection | Apr 1, 2018 | Computational EfficiencyDiagnostic | —Unverified | 0 |
| Bio-inspired digit recognition using reward-modulated spike-timing-dependent plasticity in deep convolutional networks | Mar 31, 2018 | Diagnostic | CodeCode Available | 0 |
| The HAM10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented skin lesions | Mar 28, 2018 | BIG-bench Machine LearningDiagnostic | CodeCode Available | 1 |
| A Deep Error Correction Network for Compressed Sensing MRI | Mar 23, 2018 | compressed sensingDiagnostic | —Unverified | 0 |
| DeepDRR -- A Catalyst for Machine Learning in Fluoroscopy-guided Procedures | Mar 22, 2018 | Anatomical Landmark DetectionBIG-bench Machine Learning | CodeCode Available | 1 |
| An Unsupervised Homogenization Pipeline for Clustering Similar Patients using Electronic Health Record Data | Mar 21, 2018 | ClusteringDiagnostic | —Unverified | 0 |
| Weakly Supervised Medical Diagnosis and Localization from Multiple Resolutions | Mar 21, 2018 | DiagnosticMedical Diagnosis | —Unverified | 0 |