| Deep segmentation networks predict survival of non-small cell lung cancer | Mar 26, 2019 | PrognosisSegmentation | —Unverified | 0 |
| Dilated deeply supervised networks for hippocampus segmentation in MRI | Mar 20, 2019 | HippocampusPrognosis | CodeCode Available | 0 |
| Towards Unsupervised Cancer Subtyping: Predicting Prognosis Using A Histologic Visual Dictionary | Mar 12, 2019 | ClusteringPrognosis | —Unverified | 0 |
| The Virtual Doctor: An Interactive Artificial Intelligence based on Deep Learning for Non-Invasive Prediction of Diabetes | Mar 9, 2019 | Prognosisspeech-recognition | —Unverified | 0 |
| 3D convolutional neural network for abdominal aortic aneurysm segmentation | Mar 3, 2019 | Prognosis | —Unverified | 0 |
| A Deep-learning Approach for Prognosis of Age-Related Macular Degeneration Disease using SD-OCT Imaging Biomarkers | Feb 27, 2019 | Prognosis | —Unverified | 0 |
| Diagnosis of Alzheimer's Disease via Multi-modality 3D Convolutional Neural Network | Feb 26, 2019 | Diagnosticimage-classification | —Unverified | 0 |
| A Joint Deep Learning Approach for Automated Liver and Tumor Segmentation | Feb 21, 2019 | PrognosisSegmentation | —Unverified | 0 |
| Atrial Scar Quantification via Multi-scale CNN in the Graph-cuts Framework | Feb 21, 2019 | Prognosis | —Unverified | 0 |
| Nonrigid reconstruction of 3D breast surfaces with a low-cost RGBD camera for surgical planning and aesthetic evaluation | Jan 16, 2019 | Prognosis | —Unverified | 0 |
| Apple Machine Learning Algorithms Successfully Detect Colon Cancer but Fail to Predict KRAS Mutation Status | Dec 11, 2018 | DiagnosticPrognosis | —Unverified | 0 |
| Brain Tumor Segmentation using an Ensemble of 3D U-Nets and Overall Survival Prediction using Radiomic Features | Dec 3, 2018 | Brain SegmentationBrain Tumor Segmentation | —Unverified | 0 |
| dynamic Long Short-Term Memory Neural-Network-Based Indict Remaining-Useful-Life Prognosis for Satellite Lithium-ion Battery | Nov 28, 2018 | Incremental LearningL2 Regularization | —Unverified | 0 |
| MATCH-Net: Dynamic Prediction in Survival Analysis using Convolutional Neural Networks | Nov 26, 2018 | PrognosisSurvival Analysis | —Unverified | 0 |
| Multimodal Densenet | Nov 18, 2018 | Prognosis | —Unverified | 0 |
| Toward Efficient Breast Cancer Diagnosis and Survival Prediction Using L-Perceptron | Nov 5, 2018 | Allfeature selection | —Unverified | 0 |
| Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge | Nov 5, 2018 | Brain Tumor SegmentationPrognosis | CodeCode Available | 0 |
| Risk-Stratify: Confident Stratification Of Patients Based On Risk | Nov 2, 2018 | Prognosis | —Unverified | 0 |
| Towards a more efficient use of process and product traceability data for continuous improvement of industrial performances | Oct 31, 2018 | Prognosis | —Unverified | 0 |
| Unsupervised Identification of Disease Marker Candidates in Retinal OCT Imaging Data | Oct 31, 2018 | Binary ClassificationClustering | —Unverified | 0 |
| Application of Deep Learning on Predicting Prognosis of Acute Myeloid Leukemia with Cytogenetics, Age, and Mutations | Oct 30, 2018 | Prognosis | —Unverified | 0 |
| An Adversarial Learning Approach to Medical Image Synthesis for Lesion Detection | Oct 25, 2018 | Data AugmentationGeneral Classification | —Unverified | 0 |
| Bayesian multi-domain learning for cancer subtype discovery from next-generation sequencing count data | Oct 22, 2018 | Multi-Task LearningPrognosis | —Unverified | 0 |
| Atrial scars segmentation via potential learning in the graph-cuts framework | Oct 22, 2018 | Prognosis | —Unverified | 0 |
| Intertrochanteric Fracture Visualization and Analysis Using a Map Projection Technique | Oct 13, 2018 | Prognosis | —Unverified | 0 |
| Embedded deep learning in ophthalmology: Making ophthalmic imaging smarter | Oct 13, 2018 | Deep LearningPrognosis | —Unverified | 0 |
| Automatic brain tumor grading from MRI data using convolutional neural networks and quality assessment | Sep 25, 2018 | ManagementPrognosis | CodeCode Available | 0 |
| Understanding Behavior of Clinical Models under Domain Shifts | Sep 20, 2018 | Domain AdaptationMulti-Label Classification | —Unverified | 0 |
| BPE and computer-extracted parenchymal enhancement for breast cancer risk, response monitoring, and prognosis | Sep 14, 2018 | Prognosis | —Unverified | 0 |
| Automated Strabismus Detection for Telemedicine Applications | Sep 9, 2018 | Prognosis | CodeCode Available | 0 |
| A Review on Image- and Network-based Brain Data Analysis Techniques for Alzheimer's Disease Diagnosis Reveals a Gap in Developing Predictive Methods for Prognosis | Aug 6, 2018 | Prognosis | —Unverified | 0 |
| Exploring Uncertainty Measures in Deep Networks for Multiple Sclerosis Lesion Detection and Segmentation | Aug 3, 2018 | Lesion DetectionLesion Segmentation | CodeCode Available | 0 |
| Leveraging Unlabeled Whole-Slide-Images for Mitosis Detection | Jul 31, 2018 | Mitosis DetectionPrognosis | —Unverified | 0 |
| Comparison of methods for early-readmission prediction in a high-dimensional heterogeneous covariates and time-to-event outcome framework | Jul 25, 2018 | PredictionPrognosis | —Unverified | 0 |
| Predicting breast tumor proliferation from whole-slide images: the TUPAC16 challenge | Jul 22, 2018 | Mitosis DetectionPrognosis | —Unverified | 0 |
| A novel filter for accurate estimation of fluid pressure and fluid velocity using poroelastography | Jul 20, 2018 | Prognosis | —Unverified | 0 |
| Modeling the Effects of Multiple Myeloma on Kidney Function | Jul 17, 2018 | Kidney FunctionPrognosis | —Unverified | 0 |
| Siamese Survival Analysis with Competing Risks | Jul 16, 2018 | PrognosisSurvival Analysis | —Unverified | 0 |
| MITOS-RCNN: A Novel Approach to Mitotic Figure Detection in Breast Cancer Histopathology Images using Region Based Convolutional Neural Networks | Jul 4, 2018 | object-detectionObject Detection | —Unverified | 0 |
| AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization with Structured Kernel Learning | Jul 1, 2018 | Bayesian OptimizationDiagnostic | CodeCode Available | 0 |
| Adversarial Domain Adaptation for Classification of Prostate Histopathology Whole-Slide Images | Jun 4, 2018 | Domain AdaptationGeneral Classification | —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 |
| Multi-region segmentation of bladder cancer structures in MRI with progressive dilated convolutional networks | May 28, 2018 | PrognosisSegmentation | —Unverified | 0 |
| Automatic segmentation of the spinal cord and intramedullary multiple sclerosis lesions with convolutional neural networks | May 16, 2018 | Lesion SegmentationPrognosis | CodeCode Available | 0 |
| A Multi-State Diagnosis and Prognosis Framework with Feature Learning for Tool Condition Monitoring | Apr 30, 2018 | Fault DiagnosisPrognosis | —Unverified | 0 |
| Unsupervised Pathology Image Segmentation Using Representation Learning with Spherical K-means | Apr 11, 2018 | ClusteringImage Segmentation | —Unverified | 0 |
| A Comprehensive Study on the Applications of Machine Learning for the Medical Diagnosis and Prognosis of Asthma | Apr 7, 2018 | Medical DiagnosisPrognosis | —Unverified | 0 |
| Parsimonious Network based on Fuzzy Inference System (PANFIS) for Time Series Feature Prediction of Low Speed Slew Bearing Prognosis | Feb 5, 2018 | PrognosisTime Series | —Unverified | 0 |
| Lung and Pancreatic Tumor Characterization in the Deep Learning Era: Novel Supervised and Unsupervised Learning Approaches | Jan 10, 2018 | Multi-Task LearningPrognosis | —Unverified | 0 |
| A brain signature highly predictive of future progression to Alzheimer's dementia | Dec 21, 2017 | Prognosis | —Unverified | 0 |