| Automated Diagnosis of Lymphoma with Digital Pathology Images Using Deep Learning | Oct 30, 2018 | Deep LearningDiagnostic | —Unverified | 0 |
| MAMMO: A Deep Learning Solution for Facilitating Radiologist-Machine Collaboration in Breast Cancer Diagnosis | Oct 30, 2018 | DiagnosticMulti-Task Learning | —Unverified | 0 |
| Sequential anatomy localization in fetal echocardiography videos | Oct 28, 2018 | Anatomical Landmark DetectionAnatomy | —Unverified | 0 |
| Machine Learning Algorithms for Classification of Microcirculation Images from Septic and Non-Septic Patients | Oct 24, 2018 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Diagnostic Accuracy of Content Based Dermatoscopic Image Retrieval with Deep Classification Features | Oct 22, 2018 | Content-Based Image RetrievalDiagnostic | —Unverified | 0 |
| Generation of Virtual Dual Energy Images from Standard Single-Shot Radiographs using Multi-scale and Conditional Adversarial Network | Oct 22, 2018 | Diagnostic | CodeCode Available | 0 |
| Field Of Interest Proposal for Augmented Mitotic Cell Count: Comparison of two Convolutional Networks | Oct 22, 2018 | Diagnosticwhole slide images | —Unverified | 0 |
| Boosting pathology detection in infants by deep transfer learning from adult speech | Oct 22, 2018 | DiagnosticTransfer Learning | —Unverified | 0 |
| Dermatologist Level Dermoscopy Skin Cancer Classification Using Different Deep Learning Convolutional Neural Networks Algorithms | Oct 21, 2018 | Cancer ClassificationDiagnostic | —Unverified | 0 |
| Left Ventricle Segmentation via Optical-Flow-Net from Short-axis Cine MRI: Preserving the Temporal Coherence of Cardiac Motion | Oct 20, 2018 | DiagnosticLeft Ventricle Segmentation | —Unverified | 0 |
| Nonlinear methods to quantify Movement Variability in Human-Humanoid Interaction Activities | Oct 17, 2018 | DiagnosticTime Series | CodeCode Available | 0 |
| Learning Optimal Deep Projection of ^18F-FDG PET Imaging for Early Differential Diagnosis of Parkinsonian Syndromes | Oct 11, 2018 | DiagnosticDimensionality Reduction | —Unverified | 0 |
| Neural Network based classification of bone metastasis by primary cacinoma | Oct 8, 2018 | ClassificationDiagnostic | —Unverified | 0 |
| Diagnosing Convolutional Neural Networks using their Spectral Response | Oct 8, 2018 | DiagnosticGeneral Classification | —Unverified | 0 |
| Antibody interface prediction with 3D Zernike descriptors and SVM | Oct 5, 2018 | Antibody-antigen binding predictionBinary Classification | CodeCode Available | 0 |
| Medical Images Analysis in Cancer Diagnostic | Oct 5, 2018 | Diagnostic | —Unverified | 0 |
| Network Modeling and Pathway Inference from Incomplete Data ("PathInf") | Oct 1, 2018 | Data SummarizationDiagnostic | —Unverified | 0 |
| A Deep Learning Framework for Single-Sided Sound Speed Inversion in Medical Ultrasound | Sep 30, 2018 | Diagnostic | —Unverified | 0 |
| EDDI: Efficient Dynamic Discovery of High-Value Information with Partial VAE | Sep 28, 2018 | Decision MakingDiagnostic | CodeCode Available | 0 |
| Towards Subject and Diagnostic Identifiability in the Alzheimer's Disease Spectrum based on Functional Connectomes | Sep 25, 2018 | DiagnosticFunctional Connectivity | —Unverified | 0 |
| Identification and Visualization of the Underlying Independent Causes of the Diagnostic of Diabetic Retinopathy made by a Deep Learning Classifier | Sep 23, 2018 | Deep LearningDiagnostic | —Unverified | 0 |
| Medical Knowledge Embedding Based on Recursive Neural Network for Multi-Disease Diagnosis | Sep 22, 2018 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| Predicting the Argumenthood of English Prepositional Phrases | Sep 20, 2018 | DiagnosticPrediction | —Unverified | 0 |
| auditor: an R Package for Model-Agnostic Visual Validation and Diagnostics | Sep 19, 2018 | Diagnostic | CodeCode Available | 0 |
| Deep-learning models improve on community-level diagnosis for common congenital heart disease lesions | Sep 19, 2018 | Binary ClassificationDiagnostic | —Unverified | 0 |
| Retrospective correction of Rigid and Non-Rigid MR motion artifacts using GANs | Sep 17, 2018 | Diagnostic | —Unverified | 0 |
| Can LSTM Learn to Capture Agreement? The Case of Basque | Sep 11, 2018 | DiagnosticPrediction | —Unverified | 0 |
| Multi-Context Deep Network for Angle-Closure Glaucoma Screening in Anterior Segment OCT | Sep 10, 2018 | DiagnosticGeneral Classification | —Unverified | 0 |
| Bayesian Patchworks: An Approach to Case-Based Reasoning | Sep 10, 2018 | Computational EfficiencyDiagnostic | —Unverified | 0 |
| How clever is the FiLM model, and how clever can it be? | Sep 9, 2018 | Diagnostic | —Unverified | 0 |
| Image computing for fibre-bundle endomicroscopy: A review | Sep 3, 2018 | DiagnosticImage Reconstruction | —Unverified | 0 |
| A Structured Review of the Validity of BLEU | Sep 1, 2018 | DiagnosticMachine Translation | —Unverified | 0 |
| Deep Chronnectome Learning via Full Bidirectional Long Short-Term Memory Networks for MCI Diagnosis | Aug 30, 2018 | ClusteringDiagnostic | —Unverified | 0 |
| Analysing the potential of seq-to-seq models for incremental interpretation in task-oriented dialogue | Aug 28, 2018 | DecoderDiagnostic | —Unverified | 0 |
| Under the Hood: Using Diagnostic Classifiers to Investigate and Improve how Language Models Track Agreement Information | Aug 24, 2018 | DiagnosticLanguage Modeling | —Unverified | 0 |
| Using Apple Machine Learning Algorithms to Detect and Subclassify Non-Small Cell Lung Cancer | Aug 24, 2018 | BIG-bench Machine LearningDiagnostic | CodeCode Available | 0 |
| Deep Mask For X-ray Based Heart Disease Classification | Aug 19, 2018 | ClassificationDiagnostic | —Unverified | 0 |
| Metal Artifact Reduction in Cone-Beam X-Ray CT via Ray Profile Correction | Aug 6, 2018 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |
| Detecting Linguistic Traces of Depression in Topic-Restricted Text: Attending to Self-Stigmatized Depression with NLP | Aug 1, 2018 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| A Deep Learning based Joint Segmentation and Classification Framework for Glaucoma Assesment in Retinal Color Fundus Images | Jul 29, 2018 | Diagnostic | —Unverified | 0 |
| Quantitative Comparisons of Linked Color Imaging and White-Light Colonoscopy for Colorectal Polyp Analysis | Jul 28, 2018 | Diagnostic | —Unverified | 0 |
| Diagnosing Error in Temporal Action Detectors | Jul 27, 2018 | Action LocalizationDiagnostic | CodeCode Available | 0 |
| Deep Learning on Retina Images as Screening Tool for Diagnostic Decision Support | Jul 24, 2018 | Diagnostic | —Unverified | 0 |
| Can Artificial Intelligence Reliably Report Chest X-Rays?: Radiologist Validation of an Algorithm trained on 2.3 Million X-Rays | Jul 19, 2018 | Deep LearningDiagnostic | —Unverified | 0 |
| Learning Interpretable Anatomical Features Through Deep Generative Models: Application to Cardiac Remodeling | Jul 18, 2018 | DiagnosticGeneral Classification | CodeCode Available | 0 |
| Receiver Operating Characteristic Curves and Confidence Bands for Support Vector Machines | Jul 17, 2018 | Binary ClassificationDecision Making | —Unverified | 0 |
| A study on the robustness of neural network models for predicting the break size in LOCA | Jul 13, 2018 | Diagnostic | —Unverified | 0 |
| Causal Discovery in the Presence of Missing Data | Jul 11, 2018 | Causal DiscoveryDiagnostic | CodeCode Available | 0 |
| Computer Assisted Localization of a Heart Arrhythmia | Jul 9, 2018 | AnatomyDiagnostic | —Unverified | 0 |
| Automated and Interpretable Patient ECG Profiles for Disease Detection, Tracking, and Discovery | Jul 6, 2018 | Binary ClassificationDecision Making | CodeCode Available | 0 |