| The REDCap consortium: Building an international community of software platform partners |
755 |
| Relief-based feature selection: Introduction and review |
68 |
| Clinical information extraction applications: A literature review |
62 |
| Skin lesion classification with ensembles of deep convolutional neural networks |
28 |
| Systematic review of smartphone-based passive sensing for health and wellbeing |
26 |
| Computer-Assisted Decision Support System in Pulmonary Cancer detection and stage classification on CT images |
26 |
| A comparison of word embeddings for the biomedical natural language processing |
26 |
| Wearable activity trackers, accuracy, adoption, acceptance and health impact: A systematic literature review |
24 |
| Stress detection in daily life scenarios using smart phones and wearable sensors: A survey |
23 |
| Benchmarking deep learning models on large healthcare datasets |
22 |
| Benchmarking relief-based feature selection methods for bioinformatics data mining |
20 |
| Using clinical Natural Language Processing for health outcomes research: Overview and actionable suggestions for future advances |
19 |
| A comprehensive data level analysis for cancer diagnosis on imbalanced data |
18 |
| Identification of target gene and prognostic evaluation for lung adenocarcinoma using gene expression meta-analysis, network analysis and neural network algorithms |
17 |
| Big data handling mechanisms in the healthcare applications: A comprehensive and systematic literature review |
17 |
| Predicting microRNA-disease associations using label propagation based on linear neighborhood similarity |
15 |
| Drug-drug interaction extraction from biomedical texts using long short-term memory network |
15 |
| Incorporating dictionaries into deep neural networks for the Chinese clinical named entity recognition |
14 |
| A hybrid model based on neural networks for biomedical relation extraction |
14 |
| A novel bagging C4.5 algorithm based on wrapper feature selection for supporting wise clinical decision making |
13 |
| Examining sensor-based physical activity recognition and monitoring for healthcare using Internet of Things: A systematic review |
12 |
| Manifold regularized matrix factorization for drug-drug interaction prediction |
11 |
| Patient similarity for precision medicine: A systematic review |
11 |
| Automatic assessment of functional health decline in older adults based on smart home data |
10 |
| Discovering role interaction models in the Emergency Room using Process Mining |
10 |
| A clinician friendly data warehouse oriented toward narrative reports: Dr. Warehouse |
10 |
| Analyzing the performance of a blockchain-based personal health record implementation |
9 |
| Readmission prediction using deep learning on electronic health records |
9 |
| A multi-faceted approach to characterizing user behavior and experience in a digital mental health intervention |
9 |
| Using HL7 FHIR to achieve interoperability in patient health record |
9 |
| Automatic ICD code assignment of Chinese clinical notes based on multilayer attention BiRNN |
9 |
| Mortality prediction in intensive care units (ICUs) using a deep rule-based fuzzy classifier |
9 |
| Evaluation of Natural Language Processing (NLP) systems to annotate drug product labeling with MedDRA terminology |
8 |
| Radiology report annotation using intelligent word embeddings: Applied to multi-institutional chest CT cohort |
8 |
| Graph-based biomedical text summarization: An itemset mining and sentence clustering approach |
8 |
| An interactive and low-cost full body rehabilitation framework based on 3D immersive serious games |
8 |
| Facilitating phenotype transfer using a common data model |
8 |
| An unsupervised machine learning method for discovering patient clusters based on genetic signatures |
8 |
| Simulation of patient flow in multiple healthcare units using process and data mining techniques for model identification |
8 |
| Exploiting semantic patterns over biomedical knowledge graphs for predicting treatment and causative relations |
8 |
| Dynamic configuration scheduling problem for stochastic medical resources |
8 |
| Deep neural models for ICD-10 coding of death certificates and autopsy reports in free-text |
7 |
| Comparison of machine learning algorithms for clinical event prediction (risk of coronary heart disease) |
7 |
| HemOnc: A new standard vocabulary for chemotherapy regimen representation in the OMOP common data model |
7 |
| Named entity recognition from Chinese adverse drug event reports with lexical feature based BiLSTM-CRF and tri-training |
7 |
| Classification of ADHD with bi-objective optimization |
7 |
| Auditing SNOMED CT hierarchical relations based on lexical features of concepts in non-lattice subgraphs |
7 |
| A two-stage deep learning approach for extracting entities and relationships from medical texts |
7 |
| Vector representations of multi-word terms for semantic relatedness |
7 |
| Networked medical data sharing on secure medium - A web publishing mode for DICOM viewer with three layer authentication |
7 |
