From: Understanding big data themes from scientific biomedical literature through topic modeling
Topics | ||||
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1 | 2 | 3 | 4 | 5 |
Health | Patient | Article | Algorithm | Challenged |
Research | Clinic | Review | Cluster | Analyte |
Healthcare | Hospital | Discuss | Learn | Tool |
Policies | Electron | Field | Method | Amount |
Health_care | Care | Recent | Feature | Technologic |
Privacies | Outcome | Issue | Efficiencies | Computability |
Nation | Medicaid | Aspect | Approximate | Analysing |
Ethic | Record | Focus | Tree | Require |
Protect | Ehr | Emerge | Represent | Advance |
Govern | Clinical_research | Future | Fast | Varieties |
Inform | Health_record | Highlight | Matrix | Solution |
Secure | Clinician | Current | Accuracies | Growth |
Challenged | Treatment | Context | Problem | Large_amount |
Share | Improve | Overview | Distance | Massive |
Concern | Assess | Paper | Hierarchical | Generate |
Access | Healthcare | Paradigm | Computability | Dataset |
Communities | Qualities | Confer | Faster | Vast |
Fund | Potential | Natural | Calculate | Process |
Health_informatics | Patient_care | Technologic | Graph | Handle |
Health_system | Routine | Literature | Outperform | Infrastructural |
6 | 7 | 8 | 9 | 10 |
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System | Model | Age | Change | Network |
Process | Predict | Risk | Nurse | Molecular |
Device | Infer | Influenza | Innovated | Structural |
Framework | Statistic | Indicating | Science | Biomarker |
Cloud | Regress | Exposure | Social | Complex |
Architectural | Simulate | Cohort | Question | Heterogeneities |
Hadoop | Predictor | Rate | Historian | Integral |
Applicability | Bayesian | Symptom | Influence | Systems_biology |
Service | Fit | Month | Practical | Mechanical |
Manage | Good | Yearbook | Insight | Omic |
Platform | Optimal | Variable | Cultural | Approach |
Design | Prior | Life | Turn | Character |
Mapreducable | Base | Death | Product | Dynameomics |
Computability | Variable | Diabetes | Food | Function |
Base | Machine_learning | Adjust | Societies | Biologic |
Support | High_dimensional | Geographic | Understand | Transit |
Implement | Tradition | Condition | Drive | Rdge |
Task | Rank | Factor | Evolution | Topological |
Deploy | Parameter | Demographic | Scientific | Protein |
Cloud_computing | Feature | Incidence | Principle | Organ |
11 | 12 | 13 | 14 | 15 |
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Disease | Dataset | Effect | Search | Biomedical |
Prevent | Time | Group | Social_media | Informatic |
Epidemiologic | Sample | Measurable | Language | Science |
Vaccination | Large_scale | Testable | Medicinal | |
Progress | Computability | Estimate | Word | Medicaid |
Immune | Speed | Analysing | Public | Educate |
Leverage | Performance | Studied | Relate | Research |
Popular | Increased | Statistic | Psychological | Learn |
Initial | Approach | Bias | Trend | Personalized_medicine |
Develop | Thousand | Large | Emoticon | Era |
Heart | Step | Eandom | Ontological | |
Administration | Rate | Valuable | Message | Disciplinary |
Intervention | Implement | Power | Online | Translate |
Generate | Full | Method | Relationship | Student |
Blood | Memorial | Sample_size | Social | Scientist |
Advance | Scale | Marker | Visit | Train |
Public_health | Hundred | Find | Content | Impact |
Reported | Block | Large_set | Caseness | Workshop |
Consensus | Applicability | Import | Posit | Discoveries |
Earlier | Multiple | Error | Investigacin | Knowledge |
16 | 17 | 18 | 19 | 20 |
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Genet | Web | Sequence | Mine | Classifiable |
Gene | Resource | Genome | Knowledge | Set |
Associating | Code | Bioinformatic | Extract | Object |
Phenotype | File | Proteome | Inform | Large_set |
Pathway | Laboratories | High_throughput | Chemical | Class |
Disease | Public | DNA | Specialised | Noise |
Genotype | Compress | Transcriptome | Plant | General |
Factor | Semantic | Protein | Biologic | Pair |
Enrich | Software | Composite | Concept | Performance |
Trait | Retrievable | Ngs | Develop | Abilities |
Genome_wide | Access | Metagenome | Toxic | Neural_network |
Metabolic | Share | Virus | Construct | Similar |
Genome | Format | Analysing | Note | Train |
Mutated | Inform | Host | Curate | Dimension |
Number | Interface | Biologic | Rich | Machine |
Identifi | Source | Assemble | Gap | Categorical |
Polymorphism | Platform | Cell | Preservation | Appliance |
Individual | Metadata | Microbiome | Ecological | Formula |
Regular | Storage | Align | diverse | Encounter |
Unification | Exchange | Human | Abstract | Coefficient |
21 | 22 | 23 | 24 | 25 |
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Drug | Visual | Image | Cancer | Low |
Target | Activated | Brain | Studied | Reduce |
Cell | Human | Disorder | Tumor | Time |
Event | Behavior | Signal | Valid | Base |
Screen | Mobile | Subject | Research | Reduction |
Response | Environment | Resolution | Registries | Digital |
Experiment | Interact | Neuroimaging | Therapeutic | Node |
Detected | Exploration | Function | Database | Energies |
Analyse | User | Neuron | Injuries | Deep |
Adversary | Collect | Segment | Oncologist | Small |
Multiple | Sensor | Psychiatric | Clinical_trials | Cost |
Compound | Tool | Connectome | Claim | Size |
Profile | Wearable | Neuroscience | Therapies | Numerator |
Miss | Quantifiable | Mode | Efficacies | Operability |
Type | Track | Mri | Diagnostic | Combina |
Potential | Movement | Scan | Heterogeneities | Peak |
Combina | Physical | Quantitation | Set | Spectral |
Meta | Display | Analysing | Specific | Structural |
Complete | Smartphone | Microscopic | Ongoing | Locate |
Point | Interest | Multi | Consortium | Qualities |