| Ubenwa: Cry-based Diagnosis of Birth Asphyxia | Nov 17, 2017 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| Detecting hip fractures with radiologist-level performance using deep neural networks | Nov 17, 2017 | Diagnostic | —Unverified | 0 |
| Towards Automated ICD Coding Using Deep Learning | Nov 11, 2017 | Deep LearningDiagnostic | —Unverified | 0 |
| End-to-end Lung Nodule Detection in Computed Tomography | Nov 6, 2017 | Computed Tomography (CT)Diagnostic | —Unverified | 0 |
| Motion Artifact Detection in Confocal Laser Endomicroscopy Images | Nov 3, 2017 | Artifact DetectionDeep Learning | —Unverified | 0 |
| Fault Detection of Broken Rotor Bar in LS-PMSM Using Random Forests | Nov 3, 2017 | DiagnosticFault Detection | —Unverified | 0 |
| Computationally efficient cardiac views projection using 3D Convolutional Neural Networks | Nov 3, 2017 | Diagnostic | —Unverified | 0 |
| Secure Classification With Augmented Features | Nov 1, 2017 | ClassificationDiagnostic | —Unverified | 0 |
| Tumor Classification and Segmentation of MR Brain Images | Oct 31, 2017 | ClassificationDiagnostic | —Unverified | 0 |
| Discovery Radiomics with CLEAR-DR: Interpretable Computer Aided Diagnosis of Diabetic Retinopathy | Oct 29, 2017 | Decision MakingDiabetic Retinopathy Grading | —Unverified | 0 |
| Automated Tumor Segmentation and Brain Mapping for the Tumor Area | Oct 28, 2017 | Brain Tumor SegmentationClustering | —Unverified | 0 |
| How to Fool Radiologists with Generative Adversarial Networks? A Visual Turing Test for Lung Cancer Diagnosis | Oct 26, 2017 | DiagnosticLung Cancer Diagnosis | —Unverified | 0 |
| Convergence diagnostics for stochastic gradient descent with constant step size | Oct 17, 2017 | DiagnosticStochastic Optimization | —Unverified | 0 |
| Learning Visual Attention to Identify People With Autism Spectrum Disorder | Oct 1, 2017 | Diagnostic | —Unverified | 0 |
| A deep convolutional neural network model to classify heartbeats | Oct 1, 2017 | DiagnosticRhythm | CodeCode Available | 0 |
| Combining Real-Valued and Binary Gabor-Radon Features for Classification and Search in Medical Imaging Archives | Sep 27, 2017 | Content-Based Image RetrievalDiagnostic | —Unverified | 0 |
| Understanding Infographics through Textual and Visual Tag Prediction | Sep 26, 2017 | DiagnosticPrediction | CodeCode Available | 0 |
| Discovery Radiomics via Deep Multi-Column Radiomic Sequencers for Skin Cancer Detection | Sep 24, 2017 | DiagnosticPrognosis | —Unverified | 0 |
| A semi-automated segmentation method for detection of pulmonary embolism in True-FISP MRI sequences | Sep 23, 2017 | Diagnostic | —Unverified | 0 |
| Convolutional Neural Networks: Ensemble Modeling, Fine-Tuning and Unsupervised Semantic Localization for Intraoperative CLE Images | Sep 10, 2017 | Diagnostic | —Unverified | 0 |
| Segmentation and Classification of Cine-MR Images Using Fully Convolutional Networks and Handcrafted Features | Sep 8, 2017 | AnatomyClassification | —Unverified | 0 |
| Learning to Segment Breast Biopsy Whole Slide Images | Sep 8, 2017 | DecoderDiagnostic | CodeCode Available | 0 |
| Intraoperative Organ Motion Models with an Ensemble of Conditional Generative Adversarial Networks | Sep 5, 2017 | DiagnosticSpecificity | —Unverified | 0 |
| Balancing Interpretability and Predictive Accuracy for Unsupervised Tensor Mining | Sep 4, 2017 | DiagnosticTensor Decomposition | —Unverified | 0 |
| Automatic Myocardial Segmentation by Using A Deep Learning Network in Cardiac MRI | Aug 24, 2017 | DiagnosticPrognosis | —Unverified | 0 |
| Deep EndoVO: A Recurrent Convolutional Neural Network (RCNN) based Visual Odometry Approach for Endoscopic Capsule Robots | Aug 22, 2017 | DiagnosticMonocular Visual Odometry | —Unverified | 0 |
| Sharpness-aware Low dose CT denoising using conditional generative adversarial network | Aug 22, 2017 | DenoisingDiagnostic | CodeCode Available | 0 |
| Towards life cycle identification of malaria parasites using machine learning and Riemannian geometry | Aug 17, 2017 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Deep Neural Network with l2-norm Unit for Brain Lesions Detection | Aug 17, 2017 | Diagnostic | —Unverified | 0 |
| TandemNet: Distilling Knowledge from Medical Images Using Diagnostic Reports as Optional Semantic References | Aug 10, 2017 | DiagnosticLanguage Modeling | —Unverified | 0 |
| ScanNet: A Fast and Dense Scanning Framework for Metastatic Breast Cancer Detection from Whole-Slide Images | Jul 30, 2017 | Breast Cancer DetectionDiagnostic | —Unverified | 0 |
| A Guided Spatial Transformer Network for Histology Cell Differentiation | Jul 26, 2017 | DiagnosticGeneral Classification | —Unverified | 0 |
| SLEEPNET: Automated Sleep Staging System via Deep Learning | Jul 26, 2017 | Deep LearningDiagnostic | —Unverified | 0 |
| Hierarchical clustering of DNA k-mer counts in RNA-seq fastq files reveals batch effects | Jul 21, 2017 | ClusteringDiagnostic | —Unverified | 0 |
| MDNet: A Semantically and Visually Interpretable Medical Image Diagnosis Network | Jul 8, 2017 | DiagnosticLanguage Modeling | —Unverified | 0 |
| Automatic Cardiac Disease Assessment on cine-MRI via Time-Series Segmentation and Domain Specific Features | Jul 3, 2017 | DiagnosticGeneral Classification | CodeCode Available | 0 |
| LSTM Self-Supervision for Detailed Behavior Analysis | Jul 1, 2017 | DiagnosticSelf-Supervised Learning | —Unverified | 0 |
| Multi-Way Multi-Level Kernel Modeling for Neuroimaging Classification | Jul 1, 2017 | ClassificationDiagnostic | —Unverified | 0 |
| Improvement of training set structure in fusion data cleaning using Time-Domain Global Similarity method | Jun 30, 2017 | ClassificationDiagnostic | —Unverified | 0 |
| Image Processing in Floriculture Using a robotic Mobile Platform | Jun 26, 2017 | DiagnosticDiversity | —Unverified | 0 |
| Cognitive Subscore Trajectory Prediction in Alzheimer's Disease | Jun 26, 2017 | Diagnosticfeature selection | —Unverified | 0 |
| Idea density for predicting Alzheimer's disease from transcribed speech | Jun 14, 2017 | ClusteringDiagnostic | —Unverified | 0 |
| Added value of morphological features to breast lesion diagnosis in ultrasound | Jun 6, 2017 | Breast Cancer DetectionClassification | —Unverified | 0 |
| Application of deep convolutional neural network for automated detection of myocardial infarction using ecg signals | Jun 1, 2017 | DiagnosticElectrocardiography (ECG) | —Unverified | 0 |
| Crit\`eres num\'eriques dans les essais cliniques : annotation, d\'etection et normalisation (Numerical criteria in clinical trials : annotation, detection and normalization) | Jun 1, 2017 | Diagnostic | —Unverified | 0 |
| Deep Generative Adversarial Networks for Compressed Sensing Automates MRI | May 31, 2017 | compressed sensingDiagnostic | CodeCode Available | 0 |
| Dictionary-based Monitoring of Premature Ventricular Contractions: An Ultra-Low-Cost Point-of-Care Service | May 24, 2017 | DiagnosticManagement | —Unverified | 0 |
| Her2 Challenge Contest: A Detailed Assessment of Automated Her2 Scoring Algorithms in Whole Slide Images of Breast Cancer Tissues | May 23, 2017 | Diagnosticwhole slide images | —Unverified | 0 |
| Diffusion-based neuromodulation can eliminate catastrophic forgetting in simple neural networks | May 20, 2017 | Diagnostic | —Unverified | 0 |
| A fully dense and globally consistent 3D map reconstruction approach for GI tract to enhance therapeutic relevance of the endoscopic capsule robot | May 18, 2017 | 3D ReconstructionDiagnostic | —Unverified | 0 |