| 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 |