| Towards the Augmented Pathologist: Challenges of Explainable-AI in Digital Pathology | Dec 18, 2017 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| An innovative solution for breast cancer textual big data analysis | Dec 6, 2017 | EpidemiologyPrognosis | —Unverified | 0 |
| Large-scale analysis of disease pathways in the human interactome | Dec 3, 2017 | Prognosis | —Unverified | 0 |
| Highrisk Prediction from Electronic Medical Records via Deep Attention Networks | Nov 30, 2017 | Deep AttentionPrognosis | —Unverified | 0 |
| Development and cytotoxic response of two proliferative MDA- MB-231 and non-proliferative SUM1315 three-dimensional cell culture models of triple-negative basal-like breast cancer cell lines | Nov 29, 2017 | Cultural Vocal Bursts Intensity PredictionPrognosis | —Unverified | 0 |
| Estimating Missing Data in Temporal Data Streams Using Multi-directional Recurrent Neural Networks | Nov 23, 2017 | Matrix CompletionMultivariate Time Series Imputation | CodeCode Available | 0 |
| A multiobjective deep learning approach for predictive classification in Neuroblastoma | Nov 22, 2017 | ClassificationDeep Learning | —Unverified | 0 |
| Identifying Patterns of Associated-Conditions through Topic Models of Electronic Medical Records | Nov 17, 2017 | PrognosisTopic Models | —Unverified | 0 |
| Deep Multi-Modal Classification of Intraductal Papillary Mucinous Neoplasms (IPMN) with Canonical Correlation Analysis | Oct 26, 2017 | General ClassificationMulti-modal Classification | —Unverified | 0 |
| Hierarchical Convolutional-Deconvolutional Neural Networks for Automatic Liver and Tumor Segmentation | Oct 12, 2017 | Automatic Liver And Tumor SegmentationLiver Segmentation | —Unverified | 0 |
| Discovery Radiomics via Deep Multi-Column Radiomic Sequencers for Skin Cancer Detection | Sep 24, 2017 | DiagnosticPrognosis | —Unverified | 0 |
| Multi-task Dictionary Learning based Convolutional Neural Network for Computer aided Diagnosis with Longitudinal Images | Aug 31, 2017 | Dictionary Learningimage-classification | —Unverified | 0 |
| Automatic Myocardial Segmentation by Using A Deep Learning Network in Cardiac MRI | Aug 24, 2017 | DiagnosticPrognosis | —Unverified | 0 |
| Nonnegative Restricted Boltzmann Machines for Parts-based Representations Discovery and Predictive Model Stabilization | Aug 18, 2017 | Document ClassificationFace Recognition | —Unverified | 0 |
| Reduction of Overfitting in Diabetes Prediction Using Deep Learning Neural Network | Jul 26, 2017 | Diabetes PredictionPrediction | —Unverified | 0 |
| Individualized Risk Prognosis for Critical Care Patients: A Multi-task Gaussian Process Model | May 22, 2017 | Prognosis | —Unverified | 0 |
| Learning from Clinical Judgments: Semi-Markov-Modulated Marked Hawkes Processes for Risk Prognosis | May 15, 2017 | Prognosis | —Unverified | 0 |
| Large scale digital prostate pathology image analysis combining feature extraction and deep neural network | May 7, 2017 | MarketingPrognosis | —Unverified | 0 |
| Risk Stratification of Lung Nodules Using 3D CNN-Based Multi-task Learning | Apr 28, 2017 | Lung Cancer DiagnosisMulti-Task Learning | —Unverified | 0 |
| Sparse Autoencoder for Unsupervised Nucleus Detection and Representation in Histopathology Images | Apr 3, 2017 | Prognosis | —Unverified | 0 |
| High Accuracy Classification of Parkinson's Disease through Shape Analysis and Surface Fitting in ^123I-Ioflupane SPECT Imaging | Mar 4, 2017 | DiagnosticFeature Importance | —Unverified | 0 |
| Mining Electronic Health Records: A Survey | Feb 9, 2017 | ManagementPrognosis | —Unverified | 0 |
| IRE1 alpha may be causing abnormal loss of p53 at post transcriptional level in chronic myeloid leukemia | Jan 19, 2017 | Prognosis | —Unverified | 0 |
| 3D Morphology Prediction of Progressive Spinal Deformities from Probabilistic Modeling of Discriminant Manifolds | Jan 17, 2017 | General ClassificationPrognosis | —Unverified | 0 |
| A Hidden Absorbing Semi-Markov Model for Informatively Censored Temporal Data: Learning and Inference | Dec 18, 2016 | Prognosis | —Unverified | 0 |
| Modeling cognitive deficits following neurodegenerative diseases and traumatic brain injuries with deep convolutional neural networks | Dec 13, 2016 | Prognosis | CodeCode Available | 0 |
| Cancerous Nuclei Detection and Scoring in Breast Cancer Histopathological Images | Dec 5, 2016 | Prognosis | —Unverified | 0 |
| Identifying and Categorizing Anomalies in Retinal Imaging Data | Dec 2, 2016 | ClusteringManagement | —Unverified | 0 |
| Quantifying word salad: The structural randomness of verbal reports predicts negative symptoms and Schizophrenia diagnosis 6 months later | Oct 30, 2016 | Prognosis | —Unverified | 0 |
| Personalized Risk Scoring for Critical Care Prognosis using Mixtures of Gaussian Processes | Oct 27, 2016 | Gaussian ProcessesPrognosis | —Unverified | 0 |
| An ensemble of machine learning and anti-learning methods for predicting tumour patient survival rates | Jul 21, 2016 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Performance Based Evaluation of Various Machine Learning Classification Techniques for Chronic Kidney Disease Diagnosis | Jun 28, 2016 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Proceedings of the 5th Workshop on Machine Learning and Interpretation in Neuroimaging (MLINI) at NIPS 2015 | May 14, 2016 | BIG-bench Machine LearningPrognosis | —Unverified | 0 |
| Gland Segmentation in Colon Histology Images: The GlaS Challenge Contest | Mar 1, 2016 | Prognosis | —Unverified | 0 |
| A Quantitative Analysis of Localized Robustness of MYCN in Neuroblastoma | Dec 13, 2015 | Prognosis | —Unverified | 0 |
| Discovery Radiomics for Multi-Parametric MRI Prostate Cancer Detection | Sep 1, 2015 | DiagnosticPrognosis | —Unverified | 0 |
| An evaluation of DNA-damage response and cell-cycle pathways for breast cancer classification | May 19, 2015 | Cancer Classificationfeature selection | —Unverified | 0 |
| Building Classifiers to Predict the Start of Glucose-Lowering Pharmacotherapy Using Belgian Health Expenditure Data | Apr 28, 2015 | Prognosis | —Unverified | 0 |
| Performance Evaluation of Machine Learning Algorithms in Post-operative Life Expectancy in the Lung Cancer Patients | Apr 17, 2015 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Outcome prediction in mathematical models of immune response to infection | Mar 28, 2015 | PredictionPrognosis | —Unverified | 0 |
| Two-stage Sampling, Prediction and Adaptive Regression via Correlation Screening (SPARCS) | Feb 22, 2015 | Prognosisregression | —Unverified | 0 |
| How essential are unstructured clinical narratives and information fusion to clinical trial recruitment? | Feb 13, 2015 | Prognosis | —Unverified | 0 |
| Hierarchy in Gene Expression is Predictive for Adult Acute Myeloid Leukemia | Jan 28, 2015 | Prognosis | —Unverified | 0 |
| Skincure: An Innovative Smart Phone-Based Application To Assist In Melanoma Early Detection And Prevention | Jan 6, 2015 | General ClassificationLesion Segmentation | —Unverified | 0 |
| Ensemble Learning of Colorectal Cancer Survival Rates | Sep 2, 2014 | ClusteringEnsemble Learning | —Unverified | 0 |
| Predictive support recovery with TV-Elastic Net penalty and logistic regression: an application to structural MRI | Jul 21, 2014 | Prognosis | —Unverified | 0 |
| Cancer Prognosis Prediction Using Balanced Stratified Sampling | Mar 12, 2014 | General ClassificationPrediction | —Unverified | 0 |
| Feature Extraction of ECG Signal Using HHT Algorithm | Mar 7, 2014 | Anomaly DetectionPrognosis | —Unverified | 0 |
| Sparse CCA via Precision Adjusted Iterative Thresholding | Nov 24, 2013 | Prognosis | —Unverified | 0 |
| An Integrated Framework for Diagnosis and Prognosis of Hybrid Systems | Aug 24, 2013 | Prognosis | —Unverified | 0 |